prof. dr. ir. Joni Dambre

Faculty of Engineering and Architecture > Department of Electronics and information systems

ORCID iD: 0000-0002-9373-1210

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A photonics perspective on computing with physical substrates

S. Abreu, I. Boikov, M. Goldmann, T. Jonuzi, A. Lupo, Sarah Masaad (UGent) , L. Nguyen, E. Picco, G. Pourcel, A. Skalli, et al.

(2024) Reviews in Physics. 12.
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Exploiting Signal Propagation Delays to Match Task Memory Requirements in Reservoir Computing

Stefan-Teodor Iacob (UGent) and Joni Dambre (UGent)

(2024) BIOMIMETICS. 9(6).
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- Miscellaneous
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Machine translation from signed to spoken languages : state of the art and challenges (01 Apr, 10.1007/s10209-023-00992-1, 2023)

Mathieu De Coster (UGent) , Dimitar Shterionov, Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2024) UNIVERSAL ACCESS IN THE INFORMATION SOCIETY.
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A bio-inspired model for audio processing

Tanguy Cazalets (UGent) and Joni Dambre (UGent)

(2023) 2023 RIVF International Conference on Computing and Communication Technologies (RIVF). p.458-463
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Improving the classification accuracy in label-free flow cytometry using event-based vision and simple logistic regression

Muhammed Gouda Ahmed Gouda (UGent) , Alessio Lugnan (UGent) , Joni Dambre (UGent) , Gerd van den Branden, Christoph Posch and Peter Bienstman (UGent)

(2023) IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS. 29(2).
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Photonic reservoir computing for wavelength multiplexed nonlinear fiber distortion mitigation

Emmanuel Gooskens (UGent) , Stijn Sackesyn (UGent) , Sarah Masaad (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2023) 2023 IEEE SILICON PHOTONICS CONFERENCE, SIPHOTONICS. In IEEE International Conference on Group IV Photonics
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Experimental results on nonlinear distortion compensation using photonic reservoir computing with a single set of weights for different wavelengths

Emmanuel Gooskens (UGent) , Stijn Sackesyn (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2023) SCIENTIFIC REPORTS. 13(1).
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Integrated photonic reservoir computing with an all-optical readout

Chonghuai Ma, Joris Van Kerrebrouck (UGent) , Hong Deng (UGent) , Stijn Sackesyn (UGent) , Emmanuel Gooskens (UGent) , Bing Bai, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2023) OPTICS EXPRESS. 31(21). p.34843-34854
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SignON sign language translation : progress and challenges

Vincent Vandeghinste, Dimitar Shterionov, Mirella De Sisto, Aoife Brady, Mathieu De Coster (UGent) , Lorraine Leeson, Josep Blat, Frankie Picron, Marcello Paolo Scipioni, Aditya Parikh, et al.

(2023) Proceedings of the 24th Annual Conference of the European Association for Machine Translation. p.501-502
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Trends and challenges for sign language recognition with machine learning

J. Fink, Mathieu De Coster (UGent) , Joni Dambre (UGent) and B. Frénay

(2023) ESANN 2023, 31st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Proceedings. p.561-570
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An homeostatic activity-dependent structural plasticity algorithm for richer input combination

Tanguy Cazalets (UGent) and Joni Dambre (UGent)

(2023) 2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN. In IEEE International Joint Conference on Neural Networks (IJCNN)
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Querying a sign language dictionary with videos using dense vector search

Mathieu De Coster (UGent) and Joni Dambre (UGent)

(2023) 2023 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING WORKSHOPS, ICASSPW.
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Learned thresholds token merging and pruning for vision transformers

Maxim Bonnaerens (UGent) and Joni Dambre (UGent)

(2023) TRANSACTIONS ON MACHINE LEARNING RESEARCH.
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Delay-sensitive local plasticity in echo state networks

Stefan-Teodor Iacob (UGent) , Spyridon Chavlis, Panayiota Poirazi and Joni Dambre (UGent)

(2023) 2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN. In IEEE International Joint Conference on Neural Networks (IJCNN)
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Machine translation from signed to spoken languages : state of the art and challenges

Mathieu De Coster (UGent) , Dimitar Shterionov, Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2023) UNIVERSAL ACCESS IN THE INFORMATION SOCIETY. p.1-27
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Photonic reservoir computing for nonlinear equalization of 64-QAM signals with a Kramers-Kronig receiver

Sarah Masaad (UGent) , Emmanuel Gooskens (UGent) , Stijn Sackesyn (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2023) NANOPHOTONICS. 12(5). p.925-935
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Event-based vision for improved classification accuracy in label-free flow cytometry

Muhammed Gouda Ahmed Gouda (UGent) , Alessio Lugnan (UGent) , Joni Dambre (UGent) , Gerd Van den Branden, Christoph Posch and Peter Bienstman (UGent)

(2022) IEEE Benelux Photonics Chapter - Annual Symposium 2022. p.26-29
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BeCoS corpus : Belgian Covid-19 Sign language corpus : a corpus for training sign language recognition and translation

Vincent Vandeghinste, Bob Van Dyck, Mathieu De Coster (UGent) , Maud Goddefroy and Joni Dambre (UGent)

(2022) COMPUTATIONAL LINGUISTICS IN THE NETHERLANDS JOURNAL. 12. p.7-17
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Photonic reservoir computing for nonlinear equalization of 64-QAM signals with a Kramers-Kronig receiver

Sarah Masaad (UGent) , Emmanuel Gooskens (UGent) , Stijn Sackesyn (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2022) 2022 EUROPEAN CONFERENCE ON OPTICAL COMMUNICATION (ECOC).
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Hardware-aware mobile building block evaluation for computer vision

Maxim Bonnaerens (UGent) , Matthias Freiberger (UGent) , Marian Verhelst and Joni Dambre (UGent)

(2022) APPLIED SCIENCES-BASEL. 12(24).
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Distance-based delays in echo state networks

Stefan-Teodor Iacob (UGent) , Matthias Freiberger (UGent) and Joni Dambre (UGent)

(2022) Intelligent Data Engineering and Automated Learning (IDEAL 2022). In Lecture notes in computer science 13756. p.211-222
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Anchor pruning for object detection

Maxim Bonnaerens (UGent) , Matthias Freiberger (UGent) and Joni Dambre (UGent)

(2022) COMPUTER VISION AND IMAGE UNDERSTANDING. 221.
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Wavelength dimension in waveguide-based photonic reservoir computing

Emmanuel Gooskens (UGent) , Floris Laporte, Chonghuai Ma, Stijn Sackesyn (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2022) OPTICS EXPRESS. 30(9). p.15634-15647
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Modeling electronic response properties with an explicit-electron machine learning potential

Maarten Cools-Ceuppens (UGent) , Joni Dambre (UGent) and Toon Verstraelen (UGent)

(2022) JOURNAL OF CHEMICAL THEORY AND COMPUTATION. 18(3). p.1672-1691
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Attention analysis of a sign language recognition task on the AUTSL dataset

Jeanne Coppin, Mathieu De Coster (UGent) and Joni Dambre (UGent)

(2022) Computational Linguistics in the Netherlands (CLIN 32), Abstracts.
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Sign language translation : ongoing development, challenges and innovations in the SignON project

Dimitar Shterionov, Mirella De Sisto, Vincent Vandeghinste, Aoife Brady, Mathieu De Coster (UGent) , Lorraine Leeson, Josep Blat, Frankie Picron, Marcello Scipioni, Aditya Parikh, et al.

(2022) Proceedings of the 23rd Annual Conference of the European Association for Machine Translation. p.325-326
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Progress, challenges and innovations of the SignON project

Vincent Vandeghinste, Mirella De Sisto, Dimitar Shterionov, Aoife Brady, Mathieu De Coster (UGent) , Lorraine Leeson, Josep Blat, Frankie Picron, Marcello Scipioni, Aditya Parikh, et al.

(2022) Computational Linguistics in the Netherlands (CLIN 32), Abstracts.
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Leveraging frozen pretrained written language models for neural sign language translation

Mathieu De Coster (UGent) and Joni Dambre (UGent)

(2022) INFORMATION. 13(5).
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Photonic neuromorphic computing using silicon chips

Peter Bienstman (UGent) , Joni Dambre (UGent) , Alessio Lugnan (UGent) , Stijn Sackesyn (UGent) , Chonghuai Ma, Emmanuel Gooskens (UGent) , Muhammed Gouda Ahmed Gouda (UGent) and Sarah Masaad (UGent)

(2021) bePOM - Belgian Photonics Online Meetup, Abstracts.
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The SignON project : a sign language translation framework

Dimitar Shterionov, Vincent Vandeghinste, Horacio Saggion, Josep Blat, Mathieu De Coster (UGent) , Joni Dambre (UGent) , Henk van den Heuvel, Irene Murtagh, Lorraine Leeson and Ineke Schuurman

(2021) Computational Linguistics in the Netherlands (CLIN 31), Abstracts.
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Computing with integrated photonic reservoirs

Joni Dambre (UGent) , Andrew Katumba (UGent) , Chonghuai Ma, Stijn Sackesyn (UGent) , Floris Laporte, Matthias Freiberger (UGent) and Peter Bienstman (UGent)

(2021) Reservoir computing : theory, physical implementations, and applications. In Natural Computing Series p.397-419
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Simulating self-learning in photorefractive optical reservoir computers

Floris Laporte, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2021) SCIENTIFIC REPORTS. 11(1).
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Comparing different nonlinearities in readout systems for optical neuromorphic computing networks

Chonghuai Ma, Joris Lambrecht (UGent) , Floris Laporte, Xin Yin (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2021) SCIENTIFIC REPORTS. 11(1).
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Photonic reservoir computing for high-speed neuromorphic computing applications

Alessio Lugnan (UGent) , Stijn Sackesyn (UGent) , Chonghuai Ma, Emmanuel Gooskens (UGent) , Muhammed Gouda Ahmed Gouda (UGent) , Sarah Masaad (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2021) 2021 Summer Topicals Meetings Series, Abstracts.
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Experimental demonstration of nonlinear fibre distortion compensation with integrated photonic reservoir computing

Stijn Sackesyn (UGent) , Chonghuai Ma, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2021) 2021 European Conference on Optical Communication (ECOC).
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Reservoir computing for high-speed photonic information processing (invited)

Peter Bienstman (UGent) , Joni Dambre (UGent) , Alessio Lugnan (UGent) , Stijn Sackesyn (UGent) , Chonghuai Ma, Emmanuel Gooskens (UGent) , Muhammed Gouda Ahmed Gouda (UGent) and Sarah Masaad (UGent)

(2021) Photonics in Switching and Computing, Abstracts.
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Photonic neuromorphic computing using silicon chips

Peter Bienstman (UGent) , Joni Dambre (UGent) , Alessio Lugnan (UGent) , Stijn Sackesyn (UGent) , Chonghuai Ma, Emmanuel Gooskens (UGent) , Muhammed Gouda Ahmed Gouda (UGent) and Sarah Masaad (UGent)

(2021) Huawei STW, Abstracts.
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Silicon photonics for brain-inspired neuromorphic information processing

Peter Bienstman (UGent) , Joni Dambre (UGent) , Alessio Lugnan (UGent) , Stijn Sackesyn (UGent) , Chonghuai Ma, Emmanuel Gooskens (UGent) , Muhammed Gouda Ahmed Gouda (UGent) and Sarah Masaad (UGent)

(2021) 1st workshop on neuromorphic photonics, Abstracts.
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Experimental realization of integrated photonic reservoir computing for nonlinear fiber distortion compensation

Stijn Sackesyn (UGent) , Chonghuai Ma, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2021) OPTICS EXPRESS. 29(20). p.30991-30997
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Frozen pretrained transformers for neural sign language translation

Mathieu De Coster (UGent) , Karel D'Oosterlinck (UGent) , Marija Pizurica (UGent) , Paloma Rabaey (UGent) , Severine Verlinden, Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2021) Proceedings of the 1st International Workshop on Automatic Translation for Signed and Spoken Languages (AT4SSL). p.88-97
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Isolated sign recognition from RGB video using pose flow and self-attention

Mathieu De Coster (UGent) , Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2021) 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). In IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops p.3441-3450
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Addressing limited weight resolution in a fully optical neuromorphic reservoir computing readout

Chonghuai Ma, Floris Laporte, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2021) SCIENTIFIC REPORTS. 11(1).
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cREAtIve : reconfigurable embedded artificial intelligence

Poona Bahrebar (UGent) , Leon Denis, Maxim Bonnaerens (UGent) , Kristof Coddens, Joni Dambre (UGent) , Wouter Favoreel, Illia Khvastunov, Adrian Munteanu, Hung Nguyen-Duc, Stefan Schulte, et al.

(2021) PROCEEDINGS OF THE 18TH ACM INTERNATIONAL CONFERENCE ON COMPUTING FRONTIERS 2021 (CF 2021). p.194-199
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Effect of compliance on morphological control of dynamic locomotion with HyQ

Gabriel Urbain, Victor Barasuol, Claudio Semini, Joni Dambre (UGent) and Francis wyffels (UGent)

(2021) AUTONOMOUS ROBOTS. 45(3). p.421-434
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Analysis of attention in child-robot interaction among children diagnosed with cognitive impairment

Luthffi Ismail, Fazah Akhtar Hanapiah, Tony Belpaeme (UGent) , Joni Dambre (UGent) and Francis wyffels (UGent)

(2021) INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS. 13(2). p.141-152
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Dendritic computation in a point neuron model

Alexander Vandesompele, Francis wyffels (UGent) and Joni Dambre (UGent)

(2020) ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING, ICANN 2020, PT II. In Lecture Notes in Computer Science 12397. p.599-609
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Stance control inspired by cerebellum stabilizes reflex-based locomotion on HyQ robot

Gabriel Urbain, Victor Barasuol, Claudio Semini, Joni Dambre (UGent) and Francis wyffels (UGent)

(2020) 2020 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA). In IEEE International Conference on Robotics and Automation ICRA p.6127-6133
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Machine learning issues and opportunities in ultrafast particle classification for label-free microflow cytometry

Alessio Lugnan (UGent) , Emmanuel Gooskens (UGent) , Jeremy Vatin, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2020) SCIENTIFIC REPORTS. 10(1).
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A training algorithm for networks of high-variability reservoirs

Matthias Freiberger (UGent) , Peter Bienstman (UGent) and Joni Dambre (UGent)

(2020) SCIENTIFIC REPORTS. 10(1).
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PyTorch-Hebbian : facilitating local learning in a deep learning framework

Jules Talloen, Alexander Vandesompele and Joni Dambre (UGent)

(2020) NeurIPS 2020 Beyond backpropagation Workshop.
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Self-organized dynamic attractors in recurrent neural networks

Benedikt Vettelschoss (UGent) , Matthias Freiberger (UGent) and Joni Dambre (UGent)

(2020) ESANN 2020, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Proceediings. p.585-590
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Photonic reservoir computing

Floris Laporte, Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Chonghuai Ma, Stijn Sackesyn (UGent) , Emmanuel Gooskens (UGent) , Alessio Lugnan (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2020) Photonic Integration Week, Abstracts.
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Automatic detection of the aortic annular plane and coronary ostia from multidetector computed tomography

Patricio Astudillo, Peter Mortier, Johan Bosmans, Ole De Backer, Peter de Jaegere, Francesco Iannaccone, Matthieu De Beule and Joni Dambre (UGent)

(2020) JOURNAL OF INTERVENTIONAL CARDIOLOGY.
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Sign language recognition with transformer networks

Mathieu De Coster (UGent) , Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2020) PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2020). p.6018-6024
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Conditional BRUNO : a neural process for exchangeable labelled data

Iryna Korshunova, Yarin Gal, Arthur Gretton and Joni Dambre (UGent)

(2020) NEUROCOMPUTING. 416. p.305-309
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Photonic neuromorphic information processing and reservoir computing

Alessio Lugnan (UGent) , Andrew Katumba (UGent) , Floris Laporte, Matthias Freiberger (UGent) , Stijn Sackesyn (UGent) , C. Ma, Emmanuel Gooskens (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2020) APL PHOTONICS. 5(2).
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Improving time series recognition and prediction with networks and ensembles of passive photonic reservoirs

Matthias Freiberger (UGent) , Stijn Sackesyn (UGent) , Chonghuai Ma, Andrew Katumba (UGent) , Peter Bienstman (UGent) and Joni Dambre (UGent)

(2020) IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS. 26(1).
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Silicon photonics reservoir computing at 32 Gbit/s

Peter Bienstman (UGent) , Joni Dambre (UGent) , Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Floris Laporte, Alessio Lugnan (UGent) , Stijn Sackesyn (UGent) , Chonghuai Ma and Emmanuel Gooskens (UGent)

(2019) 2019 Workshop on Dynamical Systems and Brain-Inspired Information Processing, Abstracts.
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Non-linear signal equalisation using silicon photonic reservoir computing

Peter Bienstman (UGent) , Joni Dambre (UGent) , Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Floris Laporte, Alessio Lugnan (UGent) , Stijn Sackesyn (UGent) , Chonghuai Ma and Emmanuel Gooskens (UGent)

(2019) ECOC Machine Learning Workshop 2019, Abstracts.
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All-optical readout for integrated photonic reservoir computing

Chonghuai Ma, Stijn Sackesyn (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2019) 2019 21st International Conference on Transparent Optical Networks (ICTON).
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Neuromorphic information processing using silicon photonics

Peter Bienstman (UGent) , Joni Dambre (UGent) , Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Floris Laporte, Alessio Lugnan (UGent) , Stijn Sackesyn (UGent) and Chonghuai Ma

(2019) Active Photonic Platforms XI. In Proceedings of SPIE 11081.
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Photontorch : simulation and optimization of large photonic circuits using the deep learning framework PyTorch

Floris Laporte, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2019) 2019 IEEE Photonics Society Summer Topical Meeting Series (SUM).
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A power-efficient architecture for on-chip reservoir computing

Stijn Sackesyn (UGent) , Chonghuai Ma, Andrew Katumba (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2019) Artificial neural networks and machine learning – ICANN 2019 : workshop and special sessions. In Lecture Notes in Computer Science 11731. p.161-164
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Towards automatic sign language corpus annotation using deep learning

Mathieu De Coster (UGent) , Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2019) 6th Workshop on Sign Language Translation and Avatar Technology (SLTAT).
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Classification of aortic valve morphology using a three-dimensional convolutional neural network

Cameron Dowling, Patricio Astudillo, Stephen Brecker, Matthieu De Beule (UGent) , Peter Mortier (UGent) and Joni Dambre (UGent)

(2019) PCR London Valves, Abstracts.
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Enabling automated device size selection for transcatheter aortic valve implantation

Patricio Astudillo, Peter Mortier, Johan Bosmans, Ole De Backer, Peter De Jaegere, Matthieu De Beule and Joni Dambre (UGent)

(2019) JOURNAL OF INTERVENTIONAL CARDIOLOGY. 2019.
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Towards safe and efficient pre-operative planning of transcatheter mitral valve interventions

Patricio Astudillo, Matthieu De Beule (UGent) , Joni Dambre (UGent) and Peter Mortier (UGent)

(2019) MORPHOLOGIE. 103(343). p.139-147
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Combining evolutionary and adaptive control strategies for quadruped robotic locomotion

Elisa Massi, Lorenzo Vannucci, Ugo Albanese, Marie Claire Capolei, Alexander Vandesompele, Gabriel Urbain, Angelo Maria Sabatini, Joni Dambre (UGent) , Cecilia Laschi, Silvia Tolu, et al.

(2019) FRONTIERS IN NEUROROBOTICS. 13.
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Training passive photonic reservoirs with integrated optical readout

Matthias Freiberger (UGent) , Andrew Katumba (UGent) , Peter Bienstman (UGent) and Joni Dambre (UGent)

(2019) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 30(7). p.1943-1953
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A neuromorphic silicon photonics nonlinear equalizer for optical communications with intensity modulation and direct detection

Andrew Katumba (UGent) , Xin Yin (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2019) JOURNAL OF LIGHTWAVE TECHNOLOGY. 37(10). p.2232-2239
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Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch

Floris Laporte, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2019) SCIENTIFIC REPORTS. 9.
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Populations of spiking neurons for reservoir computing : closed loop control of a compliant quadruped

Alexander Vandesompele, Gabriel Urbain, Francis wyffels (UGent) and Joni Dambre (UGent)

(2019) COGNITIVE SYSTEMS RESEARCH. 58. p.317-323
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Closed loop control of a compliant quadruped with spiking neural networks

Alexander Vandesompele, Gabriel Urbain, Francis wyffels (UGent) and Joni Dambre (UGent)

(2019) Biologically inspired cognitive architectures 2019. In Advances in Intelligent Systems and Computing 948. p.547-555
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Information processing and computation with photonic reservoir systems

Joni Dambre (UGent)

(2019) Photonic reservoir computing : optical recurrent neural networks. p.33-52
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A CycleGAN for style transfer between drum and bass subgenres

Len Vande Veire, Tijl De Bie (UGent) and Joni Dambre (UGent)

(2019) ML4MD at ICML2019, Proceedings.
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Design of a bio-inspired compliant quadruped robot for research on closed-loop locomotion control

Gabriel Urbain, Alexander Vandesompele, Francis wyffels (UGent) and Joni Dambre (UGent)

(2019) 2nd HBP student conference : transdisciplinary research linking neuroscience, brain medicine and computer science : book of abstracts. p.68-69
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Body randomization reduces the sim-to-real gap for compliant quadruped locomotion

Alexander Vandesompele, Gabriel Urbain, Hossain Mahmud, Francis wyffels (UGent) and Joni Dambre (UGent)

(2019) FRONTIERS IN NEUROROBOTICS. 13.
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Conditional BRUNO : a neural process for exchangeable labelled data

Iryna Korshunova, Yarin Gal, Arthur Gretton and Joni Dambre (UGent)

(2019) Proceedings of the 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2019). p.1-6
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Leveraging deep learning for eye contact analysis in child-robot interaction

Luthffi Ismail, Fazah Akhtar Hanapiah, Joni Dambre (UGent) , Tony Belpaeme (UGent) and Francis wyffels (UGent)

(2019)
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A differentiable physics engine for deep learning in robotics

Jonas Degrave, Michiel Hermans, Joni Dambre (UGent) and Francis wyffels (UGent)

(2019) FRONTIERS IN NEUROROBOTICS. 13(6).
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Leveraging robotics research for children with autism : a review

Luthffi Ismail, Thibault Verhoeven (UGent) , Joni Dambre (UGent) and Francis wyffels (UGent)

(2019) INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS. 11(3). p.389-410
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Photonic reservoir computing using silicon chips

Kristof Vandoorne (UGent) , Pauline Mechet (UGent) , Martin Fiers (UGent) , Thomas Van Vaerenbergh, Bendix Schneider (UGent) , Andrew Katumba (UGent) , Floris Laporte, David Verstraeten (UGent) , benjamin Schrauwen, Joni Dambre (UGent) , et al.

(2018) European Nanoelectronics Applications, Design & Technology Conference (ADTC 2018), Abstracts.
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Detection of the aortic annular plane and coronary ostia from MDCT using deep learning techniques.

Patricio Astudillo, Francesco Iannaccone (UGent) , Peter de Jaegere, Johan Bosmans, Ole De Backer (UGent) , Matthieu De Beule (UGent) , Peter Mortier (UGent) and Joni Dambre (UGent)

(2018) Advanced Techniques and Therapies in Cardiovascular Care, ATTICC 2018, abstracts.
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Towards automated TAVI device size selection using artificial intelligence

Patricio Astudillo, Peter Mortier (UGent) , Matthieu De Beule, Johan Bosmans, Ole De Backer, Peter de Jaegere and Joni Dambre (UGent)

(2018) 5th European Congress on eCardiology and eHealth, Abstracts.
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Neuromorphic computing with signal-mixing cavities

Floris Laporte, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2018) 2018 IEEE INTERNATIONAL CONFERENCE ON REBOOTING COMPUTING (ICRC). p.100-103
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An enhanced architecture for silicon photonic reservoir computing

Stijn Sackesyn (UGent) , Chonghuai Ma, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2018) Cognitive Computing 2018 - Merging Concepts with Hardware. p.1-2
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Improving time series prediction with ensembles of integrated photonic reservoirs

Matthias Freiberger (UGent) , Peter Bienstman (UGent) and Joni Dambre (UGent)

(2018) Cognitive Computing 2018 : meeting abstracts. p.1-2
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Kraken: a Modifiable Compliant Robot

Natan Doms, Joni Dambre (UGent) and Francis wyffels (UGent)

(2018)
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Integrated dielectric scatterers for speeding up classification of cell diffraction patterns

Alessio Lugnan (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2018) 2018 20TH ANNIVERSARY INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS (ICTON). In International Conference on Transparent Optical Networks-ICTON p.1-4
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Integrated dielectric scatterers for fast optical classification of biological cells

Alessio Lugnan (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2018) NEURO-INSPIRED PHOTONIC COMPUTING. In Proceedings of SPIE 10689. p.1-7
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BRUNO : a deep recurrent model for exchangeable data

Iryna Korshunova, Jonas Degrave, Ferenc Huszar, Yarin Gal, Arthur Gretton and Joni Dambre (UGent)

(2018) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018). In Advances in Neural Information Processing Systems 31. p.1-9
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Explaining character-aware neural networks for word-level prediction : do they discover linguistic rules?

Fréderic Godin, Kris Demuynck (UGent) , Joni Dambre (UGent) , Wesley De Neve (UGent) and Thomas Demeester (UGent)

(2018) p.3275-3284
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Dual Rectified Linear Units (DReLUs) : a replacement for tanh activation functions in quasi-recurrent neural networks

Fréderic Godin, Jonas Degrave (UGent) , Joni Dambre (UGent) and Wesley De Neve (UGent)

(2018) PATTERN RECOGNITION LETTERS. 116. p.8-14
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Silicon photonics neuromorphic computing and its application to telecommunications

Andrew Katumba (UGent) , Xin Yin (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2018) 44th European Conference on Optical Communication. p.1-3
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Toward neuro-inspired computing using a small network of micro-ring resonators on an integrated photonic chip

Florian Denis-le Coarer, Matthias Freiberger (UGent) , Joni Dambre (UGent) , Peter Bienstman (UGent) , Damien Rontani, Andrew Katumba (UGent) and Marc Sciamanna

(2018) NEURO-INSPIRED PHOTONIC COMPUTING. In Proceedings of SPIE 10689. p.1-9
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All-optical reservoir computing on a photonic chip using silicon-based ring resonators

Florian Denis Le Courier, Marc Sciamanna, Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Joni Dambre (UGent) , Peter Bienstman (UGent) and Damien Rontani

(2018) IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS. 24(6).
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Neuromorphic computing based on silicon photonics and reservoir computing

Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Floris Laporte, Alessio Lugnan (UGent) , Stijn Sackesyn (UGent) , Chonghuai Ma, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2018) IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS. 24(6). p.1-10
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Numerical demonstration of neuromorphic computing with photonic crystal cavities

Floris Laporte, Andrew Katumba (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2018) OPTICS EXPRESS. 26(7). p.7955-7964
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Photonic reservoir computing: a brain-inspired approach for information processing (invited paper)

Peter Bienstman (UGent) , Joni Dambre (UGent) , Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Floris Laporte and Alessio Lugnan (UGent)

(2018) 2018 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXPOSITION (OFC). p.1-3
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Silicon photonics for neuromorphic information processing

Peter Bienstman (UGent) , Joni Dambre (UGent) , Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Floris Laporte and Alessio Lugnan (UGent)

(2018) OPTICAL DATA SCIENCE: TRENDS SHAPING THE FUTURE OF PHOTONICS. In Proceedings of SPIE 10551. p.1-7
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Low-loss photonic reservoir computing with multimode photonic integrated circuits

Andrew Katumba (UGent) , Jelle Heyvaert, Bendix Schneider (UGent) , Sarah Uvin (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2018) SCIENTIFIC REPORTS. 8(1). p.1-10
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Calibration method to improve transfer from simulation to quadruped robots

Gabriel Urbain, Alexander Vandesompele, Francis wyffels (UGent) and Joni Dambre (UGent)

(2018) FROM ANIMALS TO ANIMATS 15. In Lecture Notes in Computer Science 10994. p.102-113
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Automated diagnosis of temporal lobe epilepsy in the absence of interictal spikes

Thibault Verhoeven (UGent) , Ana Coito, Gijs Plomp, Aljoscha Thomschewski, Francesca Pittau, Eugen Trinka, Roland Wiest, Karl Schaller, Christoph Michel, Margitta Seeck, et al.

(2018) NEUROIMAGE-CLINICAL. 17. p.10-15
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Towards improved design and evaluation of epileptic seizure predictors

Iryna Korshunova, Pieter-Jan Kindermans, Jonas Degrave (UGent) , Thibault Verhoeven (UGent) , Benjamin Brinkmann and Joni Dambre (UGent)

(2018) IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. 65(3). p.502-510
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Beyond temporal pooling : recurrence and temporal convolutions for gesture recognition in video

Lionel Pigou (UGent) , Aäron van den Oord (UGent) , Sander Dieleman (UGent) , Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2018) INTERNATIONAL JOURNAL OF COMPUTER VISION. 126(2-4). p.430-439
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Reservoir computing with nonlinear micro-resonators on a silicon photonics chip

Damien Rontani, Florian Denis-Le Coarer, Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Joni Dambre (UGent) , Peter Bienstman (UGent) and Marc Sciamanna

(2017) 2017 International Symposium on Nonlinear Theory and Its Applications, NOLTA2017, Proceedings. p.253-255
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Reservoir computing with nonlinear micro

Damien Rontani, Florian Denis-Le Coarer, Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Joni Dambre (UGent) , Peter Bienstman (UGent) and Marc Sciamanna

(2017) 2017 International Symposium on Nonlinear Theory and Its Applications, NOLTA2017, Proceedings. p.253-255
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Reservoir computing with signal-mixing cavities

Floris Laporte, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2017) 2017 19TH INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS (ICTON). In International Conference on Transparent Optical Networks-ICTON p.1-4
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Header recognition with signal-mixing cavities

Floris Laporte, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2017) Workshop on Dynamical Systems and Brain Inspired Computing. p.1-1
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Integrated photonic pillar scatterers for speeding up classification of cell holograms

Alessio Lugnan (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2017) Dynamical Systems and Brain-Inspired Computing Conference. p.1-1
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Passive integrated photonics reservoir computing with on-chip readout for telecommunication applications

Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2017) Dynamical Systems and Brain-Inspired Computing Conference. p.1-1
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Reservoir computing on an active silicon photonics chip using nonlinear microring resonators

F. Denis-le Coarer, D. Rontani, Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Joni Dambre (UGent) , Peter Bienstman (UGent) and M. Sciamanna

(2017) XXXVII Dynamic Days Europe.
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Integrated-photonics implementation of reservoir computing neural networks

Andrew Katumba (UGent) , Floris Laporte, Alessio Lugnan (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2017) Workshop Machine Learning @ ECOC 2017.
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Photonic reservoir computing using a small network of micro-ring resonators

D. Rontani, F. Denis, Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Joni Dambre (UGent) , Peter Bienstman (UGent) and M. Sciamanna

(2017) Workshop on Dynamical systems and Brain-Inspired Information Processing. p.1-1
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Novel photonic reservoir computing architectures

Floris Laporte, Alessio Lugnan (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2017) Workshop on Dynamical systems and Brain-Inspired Information Processing.
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Building scalable integrated silicon photonics reservoirs for signal processing

Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Jelle Heyvaert, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2017) Frontiers in Optics 2017.
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A multiple-input strategy to efficient integrated photonic reservoir computing

Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Peter Bienstman (UGent) and Joni Dambre (UGent)

(2017) COGNITIVE COMPUTATION. 9(3). p.307-314
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Integrated pillar scatterers for speeding up classification of cell holograms

Alessio Lugnan (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2017) OPTICS EXPRESS. 25(24). p.30526-30538
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Gesture and sign language recognition with temporal residual networks

Lionel Pigou (UGent) , Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2017) 2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW 2017). In IEEE International Conference on Computer Vision Workshops p.3086-3093
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On-chip passive photonic reservoir computing with integrated optical readout

Matthias Freiberger (UGent) , Andrew Katumba (UGent) , Peter Bienstman (UGent) and Joni Dambre (UGent)

(2017) 2017 IEEE INTERNATIONAL CONFERENCE ON REBOOTING COMPUTING (ICRC). p.255-258
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Improving language modeling using densely connected recurrent neural networks

Fréderic Godin, Joni Dambre (UGent) and Wesley De Neve (UGent)

(2017) p.186-190
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Fast face-swap using convolutional neural networks

Iryna Korshunova, Wenzhe Shi, Joni Dambre (UGent) and Lucas Theis

(2017) 2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV). In IEEE International Conference on Computer Vision p.3697-3705
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Quadruped Robots Benefit from Compliant Leg Designs

Brecht Willems (UGent) , Jonas Degrave (UGent) , Joni Dambre (UGent) and Francis wyffels (UGent)

(2017) p.3091-3091
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Morphological properties of mass-spring networks for optimal locomotion learning

Gabriel Urbain, Jonas Degrave (UGent) , Benonie Carette, Joni Dambre (UGent) and Francis wyffels (UGent)

(2017) FRONTIERS IN NEUROROBOTICS. 11. p.1-13
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Using deep learning to estimate systolic and diastolic volumes from MRI-images

Jonas Degrave (UGent) , Jeroen Burms (UGent) , Iryna Korshunova and Joni Dambre (UGent)

(2016) BENELEARN 2016 : proceedings of the 25th Belgian-Dutch conference on machine learning.
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Using digital masks to enhance the bandwidth tolerance and improve the performance of on-chip reservoir computing systems

Bendix Schneider (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2016) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 27(12). p.2748-2853
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Using Random Forest for Diagnosis and Lateralization of Temporal Lobe Epilepsy from EEG-based Directed Functional Connectivity

Thibault Verhoeven (UGent) , Ana Coito, Pieter van Mierlo (UGent) , Margitta Seeck, Christoph Michel, Gijs Plomp, Joni Dambre (UGent) and Serge Vulliemoz

(2016) 12th European Congress on Epileptology, Prague, Czech Republic11th-15thSeptember, 2016. In Epilepsia 57.
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Photorefractive crystals as brain-inspired photonic reservoir computing systems

Floris Laporte, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2016) p.151-154
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An integrated photonics reservoir computing approach to signal equalization for telecommunications

Andrew Katumba (UGent) , Bendix Schneider (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2016) 2016 18TH INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS (ICTON). In International Conference on Transparent Optical Networks-ICTON
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Automatic diagnosis of temporal lobe epilepsy and its lateralization using EEG-based directed functional connectivity

Thibault Verhoeven (UGent) , Ana Coito, Pieter van Mierlo (UGent) , Margitta Seeck, Christoph Michel, Gijs Plomp, Joni Dambre (UGent) and Serge Vulliemoz

(2016) Organization for Human Brain Mapping 2016.
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Reducing BCI calibration time with transfer learning: a shrinkage approach

Thibault Verhoeven (UGent) , Pieter-Jan Kindermans (UGent) , Stefaan Vandenberghe (UGent) and Joni Dambre (UGent)

(2016) Proceedings of the Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future.
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Sign classification in sign language Corpora with deep neural networks

Lionel Pigou (UGent) , Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2016) International Conference on Language Resources and Evaluation (LREC), Workshop, Proceedings. p.175-178
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Deep dynamic neural networks for multimodal gesture segmentation and recognition

Di Wu, Lionel Pigou (UGent) , Pieter-Jan Kindermans (UGent) , Nam LE, Ling Shao, Joni Dambre (UGent) and Jean-Marc Odobez

(2016) IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. 38(8). p.1583-1597
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Fast particle characterization using digital holography and neural networks

Bendix Schneider (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2016) APPLIED OPTICS. 55(1). p.133-139
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Spatial chirp-Z transformer networks

Jonas Degrave (UGent) , Sander Dieleman (UGent) , Joni Dambre (UGent) and Francis wyffels (UGent)

(2016) European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2016), Proceedings. p.545-550
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A Bayesian Model to Estimate Individual Skull Conductivity for EEG Source Imaging

Thibault Verhoeven (UGent) , Gregor Strobbe (UGent) , Pieter van Mierlo (UGent) , Pieter Buteneers (UGent) , Stefaan Vandenberghe (UGent) and Joni Dambre (UGent)

(2015)
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Photonic reservoir computing approaches to nanoscale computation

Andrew Katumba (UGent) , Peter Bienstman (UGent) and Joni Dambre (UGent)

(2015) Proceedings of the Second Annual Conference on Nanoscale Computing and communication.
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Neural network for blood cell classification in a holographic microscopy system

Bendix Schneider (UGent) , G Vanmeerbeeck, R Stahl, L Lagae, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2015) International Conference on Transparent Optical Networks-ICTON. p.1-4
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Photonic delay systems as machine learning implementations

Michiel Hermans (UGent) , Miguel C. Soriano, Joni Dambre (UGent) , Peter Bienstman (UGent) and Ingo Fischer

(2015) JOURNAL OF MACHINE LEARNING RESEARCH. 16. p.2081-2097
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Efficient simulation of optical nonlinear cavity circuits

Thomas Van Vaerenbergh (UGent) , Martin Fiers (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2015) OPTICAL AND QUANTUM ELECTRONICS. 47(6). p.1471-1476
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Partially embodied motor control: towards a natural collaboration between body and brain

Joni Dambre (UGent)

(2015) Workshop on Reservoir Computing, Abstracts. p.1-1
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Practical approaches to exploiting body dynamics in robot motor control

Joni Dambre (UGent)

(2015) Workshop: Advances in Biologically Inspired Brain-Like Cognition and Control for Learning Robots, Abstracts. p.1-1
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Locally-connected transformations for deep GMMs

Aäron van den Oord (UGent) and Joni Dambre (UGent)

(2015) International Conference on Machine Learning (ICML) : Deep learning Workshop, Abstracts. p.1-8
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Developing an embodied gait on a compliant quadrupedal robot

Jonas Degrave (UGent) , Ken Caluwaerts (UGent) , Joni Dambre (UGent) and Francis wyffels (UGent)

(2015) IEEE International Conference on Intelligent Robots and Systems. p.4486-4491
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Towards a symbiotic brain-computer interface: exploring the application-decoder interaction

Thibault Verhoeven (UGent) , Pieter Buteneers (UGent) , Roeljan Wiersema (UGent) , Joni Dambre (UGent) and PJ Kindermans

(2015) JOURNAL OF NEURAL ENGINEERING. 12(6).
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Reward-modulated Hebbian plasticity as leverage for partially embodied control in compliant robotics

Jeroen Burms (UGent) , Ken Caluwaerts and Joni Dambre (UGent)

(2015) FRONTIERS IN NEUROBOTICS. 9(9).
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Online unsupervised terrain classification for a compliant tensegrity robot using a mixture of echo state networks

Jeroen Burms (UGent) , Ken Caluwaerts (UGent) and Joni Dambre (UGent)

(2015) IEEE International Conference on Robotics and Automation ICRA. p.4252-4257
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A Bayesian model to estimate individual skull conductivity for EEG source imaging

Thibault Verhoeven (UGent) , Gregor Strobbe (UGent) , Pieter van Mierlo (UGent) , Pieter Buteneers (UGent) , Stefaan Vandenberghe (UGent) and Joni Dambre (UGent)

(2015) International Workshop on Seizure Predictions 7, Abstracts.
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Rotation-invariant convolutional neural networks for galaxy morphology prediction

Sander Dieleman (UGent) , Kyle Willett and Joni Dambre (UGent)

(2015) MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY. 450(2). p.1441-1459
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Trainable hardware for dynamical computing using error backpropagation through physical media

Michiel Hermans (UGent) , Michaël Burm (UGent) , Thomas Van Vaerenbergh (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2015) NATURE COMMUNICATIONS. 6.
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Memristor models for machine learning

Juan Pablo Carbajal (UGent) , Joni Dambre (UGent) , Michiel Hermans (UGent) and Benjamin Schrauwen (UGent)

(2015) NEURAL COMPUTATION. 27(3). p.725-747
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Optoelectronic systems trained with backpropagation through time

Michiel Hermans (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2015) IEEE Transactions on Neural Networks and Learning Systems. 26(7). p.1545-1550
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Transfer learning of gaits on a quadrupedal robot

Jonas Degrave (UGent) , Michaël Burm (UGent) , Pieter-Jan Kindermans (UGent) , Joni Dambre (UGent) and Francis wyffels (UGent)

(2015) ADAPTIVE BEHAVIOR. 23(2). p.69-82
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Cascadable excitability in optically injected microdisks

Thomas Van Vaerenbergh (UGent) , Koen Alexander, Martin Fiers (UGent) , Pauline Mechet (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2014) Proceedings of SPIE. In Proceedings of SPIE 9134.
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Experimental demonstration of reservoir computing on a silicon photonics chip

Kristof Vandoorne (UGent) , Pauline Mechet (UGent) , Thomas Van Vaerenbergh (UGent) , Martin Fiers (UGent) , Geert Morthier (UGent) , David Verstraeten, Benjamin Schrauwen (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2014) NATURE COMMUNICATIONS. 5.
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An optical delayline based on excitable microrings

Thomas Van Vaerenbergh (UGent) , Martin Fiers (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2014) IEEE Photonics Conference. p.118-119
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Automated design of complex dynamic systems

Michiel Hermans (UGent) , Benjamin Schrauwen (UGent) , Peter Bienstman (UGent) and Joni Dambre (UGent)

(2014) PLOS ONE. 9(1).
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Nanophotonic reservoir computing with photonic crystal cavities to generate periodic patterns

Martin Fiers (UGent) , Thomas Van Vaerenbergh (UGent) , Francis wyffels (UGent) , David Verstraeten (UGent) , Benjamin Schrauwen (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2014) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 25(2). p.344-355
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Towards integrated optical spiking neural networks: delaying spikes on chip

Thomas Van Vaerenbergh (UGent) , Martin Fiers (UGent) , Peter Bienstman (UGent) and Joni Dambre (UGent)

(2013) 2013 SIXTH RIO DE LA PLATA WORKSHOP ON LASER DYNAMICS AND NONLINEAR PHOTONICS. In Rio de la Plata Workshop on Laser Dynamics and Nonlinear Photonics
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Recent advances in optical reservoir computing

François Duport, Anteo Smerieri, Yvan Paquot, Bendix Schneider (UGent) , Joni Dambre (UGent) , Benjamin Schrauwen (UGent) , Marc Haelterman and Serge Massar

(2013) IEEE International Symposium on Circuits and Systems. p.333-336
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Using silicon nanophotonics for digital and analog signal processing with reservoir computing

Peter Bienstman (UGent) , Kristof Vandoorne (UGent) , Thomas Van Vaerenbergh (UGent) , Martin Fiers (UGent) , Bendix Schneider (UGent) , Benjamin Schrauwen (UGent) and Joni Dambre (UGent)

(2013) Session Horizons de l'Optique, Abstracts. p.12-12
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Using silicon nanophotonics for digital and analog signal processing with reservoir computing

Peter Bienstman (UGent) , Kristof Vandoorne (UGent) , Thomas Van Vaerenbergh (UGent) , Martin Fiers (UGent) , Bendix Schneider (UGent) , Benjamin Schrauwen (UGent) and Joni Dambre (UGent)

(2013) Progress in Electromagnetics Research Symposium, Abstracts. p.64-64
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Excitation transfer between optically injected microdisk lasers

Thomas Van Vaerenbergh, Koen Alexander, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2013) OPTICS EXPRESS. 21(23). p.28922-28932
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Lumped circuit heat model of photonic crystal membrane nanocavities

Thomas Van Vaerenbergh, Joni Dambre (UGent) , Peter Bienstman (UGent) , JA Levenson and AM Yacomotti

(2013) IEEE JOURNAL OF QUANTUM ELECTRONICS. 49(11). p.967-969
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Excitability in optically injected microdisk lasers with phase controlled excitatory and inhibitory response

Koen Alexander, Thomas Van Vaerenbergh (UGent) , Martin Fiers (UGent) , Pauline Mechet (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2013) OPTICS EXPRESS. 21(22). p.26182-26191
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Optimized parameter search for large datasets of the regularization parameter and feature selection for ridge regression

Pieter Buteneers (UGent) , Ken Caluwaerts (UGent) , David Verstraeten (UGent) , Joni Dambre (UGent) and Benjamin Schrauwen (UGent)

(2013) NEURAL PROCESSING LETTERS. 38(3). p.403-416
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Computing using delayed feedback systems: towards photonics

L Appeltant, MC Soriano, G Van der Sande, J Danckaert, S Massar, Joni Dambre (UGent) , Benjamin Schrauwen (UGent) , CR Mirasso and I Fischer

(2012) PROCEEDINGS OF SPIE, THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING. 8434. p.1-4
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Simplified description of self-pulsation and excitability by thermal and free-carrier effects in semiconductor microcavities

Thomas Van Vaerenbergh (UGent) , Martin Fiers (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2012) PHYSICAL REVIEW A. 86(6).
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Reduction of analogue bandwidth requirement in photonic on-chip reservoir computing

Bendix Schneider (UGent) , Peter Bienstman (UGent) and Joni Dambre (UGent)

(2012) 17th Annual Symposium of the IEEE Photonics Benelux Chapter, Proceedings. p.227-230
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Characterization of cascadable excitability in a silicon-on-insulator microring

Thomas Van Vaerenbergh (UGent) , Martin Fiers (UGent) , Pauline Mechet (UGent) , Thijs Spuesens (UGent) , Rajesh Kumar (UGent) , Geert Morthier (UGent) , Kristof Vandoorne (UGent) , Bendix Schneider (UGent) , Benjamin Schrauwen (UGent) , Joni Dambre (UGent) , et al.

(2012) 17th Annual Symposium of the IEEE Photonics Benelux Chapter, Proceedings. p.119-122
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Self-pulsation and excitability mechanism in silicon-on-insulator microrings

Thomas Van Vaerenbergh (UGent) , Martin Fiers (UGent) , Pauline Mechet (UGent) , Thijs Spuesens (UGent) , Rajesh Kumar (UGent) , Geert Morthier (UGent) , Kristof Vandoorne (UGent) , Bendix Schneider (UGent) , Benjamin Schrauwen (UGent) , Joni Dambre (UGent) , et al.

(2012) Asia Communications and Photonics Conference and Exhibition. p.1-3
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Towards a photonics spiking neuron: excitability in a silicon-on-insulator microring

Thomas Van Vaerenbergh (UGent) , Martin Fiers (UGent) , Kristof Vandoorne (UGent) , Bendix Schneider (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2012) 2012 International symposium on Nonlinear Theory and its Applications, Proceedings. p.767-770
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Reservoir computing on nanophotonic chips

Peter Bienstman (UGent) , Kristof Vandoorne (UGent) , Thomas Van Vaerenbergh (UGent) , Martin Fiers (UGent) , Bendix Schneider (UGent) , David Verstraeten (UGent) , Benjamin Schrauwen (UGent) and Joni Dambre (UGent)

(2012) 2012 International symposium on Nonlinear Theory and its Applications, Proceedings. p.506-508
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Cascadable excitability in microrings

Thomas Van Vaerenbergh (UGent) , Martin Fiers (UGent) , Pauline Mechet (UGent) , Thijs Spuesens (UGent) , Rajesh Kumar (UGent) , Geert Morthier (UGent) , Benjamin Schrauwen (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2012) OPTICS EXPRESS. 20(18). p.20292-20308
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Time-domain and frequency-domain modeling of nonlinear optical components at the circuit-level using a node-based approach

Martin Fiers (UGent) , Thomas Van Vaerenbergh (UGent) , Ken Caluwaerts (UGent) , Dries Vande Ginste (UGent) , Benjamin Schrauwen (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2012) JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS. 29(5). p.896-900
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CAPHE: time-domain and frequency-domain modeling of nonlinear optical components

Martin Fiers (UGent) , Thomas Van Vaerenbergh (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2012) Advanced Photonics Congress, Proceedings.
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Optical information processing: advances in nanophotonic reservoir computing

Martin Fiers (UGent) , Kristof Vandoorne (UGent) , Thomas Van Vaerenbergh (UGent) , Joni Dambre (UGent) , Benjamin Schrauwen (UGent) and Peter Bienstman (UGent)

(2012) International Conference on Transparent Optical Networks-ICTON.
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Information processing capacity of dynamical systems

Joni Dambre (UGent) , David Verstraeten (UGent) , Benjamin Schrauwen (UGent) and Serge Massar

(2012) SCIENTIFIC REPORTS. 2. p.1-7
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Optoelectronic reservoir computing

Yvan Paquot, Francois Duport, Antoneo Smerieri, Joni Dambre (UGent) , Benjamin Schrauwen (UGent) , Marc Haelterman and Serge Massar

(2012) SCIENTIFIC REPORTS. 2. p.1-6
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Photonic reservoir computing and information processing with coupled semiconductor optical amplifiers

Kristof Vandoorne (UGent) , Thomas Van Vaerenbergh (UGent) , Martin Fiers (UGent) , Peter Bienstman (UGent) , David Verstraeten (UGent) , Benjamin Schrauwen (UGent) and Joni Dambre (UGent)

(2011) Fifth 'Rio De La Plata' workshop on laser dynamics and nonlinear photonics.
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Reservoir computing using a delayed feedback system: towards photonic implementations

Lennert Appeltant, MC Soriano, Guy Van der Sande, Jan Dankaert, Serge Massar, Joni Dambre (UGent) , Benjamin Schrauwen (UGent) , Claudio R Mirasso and Ingo Fisher

(2011) Proceedings Annual Symposium of the IEEE/LEOS Benelux Chapter, 2008. p.125-128
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Delays in photonic reservoir computing with semiconductor optical amplifiers

Kristof Vandoorne (UGent) , David Verstraeten (UGent) , Benjamin Schrauwen (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2011) Proceedings of the 2011 annual symposium of the IEEE Photonics Benelux Chapter. p.281-284
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CAPHE: a circuit-level time-domain and frequency-domain modeling tool for nonlinear optical components

Martin Fiers (UGent) , Thomas Van Vaerenbergh (UGent) , Pieter Dumon (UGent) , Ken Caluwaerts (UGent) , Benjamin Schrauwen (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2011) Proceedings of the 2011 annual symposium of the IEEE Photonics Benelux Chapter. p.277-280
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Speech recognition using photonic reservoir computing with semiconductor optical amplifiers

Kristof Vandoorne (UGent) , Joni Dambre (UGent) , David Verstraeten (UGent) , Benjamin Schrauwen (UGent) and Peter Bienstman (UGent)

(2011) Conference proceedings : 2nd international conference on morphological computation. p.148-148
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Optical signal processing with a network of semiconductor optical amplifiers in the context of photonic reservoir computing

Kristof Vandoorne (UGent) , Martin Fiers (UGent) , David Verstraeten, Benjamin Schrauwen (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2011) Proceedings of SPIE, the International Society for Optical Engineering. 7972.
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Advances in photonic reservoir computing on an integrated platform

Kristof Vandoorne (UGent) , Martin Fiers (UGent) , Thomas Van Vaerenbergh (UGent) , David Verstraeten, Benjamin Schrauwen (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2011) 2011 13th International conference on transparent optical networks.
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Parallel reservoir computing using optical amplifiers

Kristof Vandoorne (UGent) , Joni Dambre (UGent) , David Verstraeten (UGent) , Benjamin Schrauwen (UGent) and Peter Bienstman (UGent)

(2011) IEEE TRANSACTIONS ON NEURAL NETWORKS. 22(9). p.1469-1481
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Information processing using a single dynamical node as complex system

Lennert Appeltant, Miguel Cornelles Soriano, Guy Van der Sande, Jan Danckaert, Serge Massar, Joni Dambre (UGent) , Benjamin Schrauwen (UGent) , Claudio R Mirasso and Ingo Fischer

(2011) NATURE COMMUNICATIONS. 2.
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Delays in photonic reservoir computing with semiconductor optical amplifiers

Kristof Vandoorne (UGent) , Joni Dambre (UGent) , David Verstraeten (UGent) , Benjamin Schrauwen (UGent) and Peter Bienstman (UGent)

(2010) Proceedings of the 2010 annual symposium of the IEEE Photonics Benelux Chapter. p.25-28
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Photonic reservoir computing: a new approach to optical information processing

Kristof Vandoorne (UGent) , Martin Fiers (UGent) , David Verstraeten (UGent) , Benjamin Schrauwen (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2010) Proceedings of SPIE-The International Society for Optical Engineering. 7750.
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Photonic reservoir computing: a new approach to optical information processing

Kristof Vandoorne (UGent) , Martin Fiers (UGent) , David Verstraeten (UGent) , Benjamin Schrauwen (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2010) Workshop on cognitive and neural models for automated processing of speech and text (CONAS - 2010), Proceedings.
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Photonic reservoir computing as a new paradigm for optical information processing

Peter Bienstman (UGent) , Kristof Vandoorne (UGent) , Martin Fiers (UGent) , David Verstraeten (UGent) , Joni Dambre (UGent) and Benjamin Schrauwen (UGent)

(2010) Photonics North 2010. p.196-196
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Artificial intelligence at light speed: toward optoelectronic reservoir computing

Yvan Paquot, Francois Duport, Joni Dambre (UGent) , Benjamin Schrauwen (UGent) , Marc Haelterman and Serge Massar

(2010) BELGIAN PHYSICAL SOCIETY MAGAZINE. p.15-22
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De l'utilisation d'un oscillateur optoelectronique comme reservoir computer

François Duport, Yvan Paquot, Joni Dambre (UGent) , Benjamin Schrauwen (UGent) , Marc Haelterman and Serge Massar

(2010) Journees Nationales d'Optique Guidée, 29ièmes, Communications. p.59-61
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Reservoir computing : a photonic neural network for information processing

Yvan Paquot, Joni Dambre (UGent) , Benjamin Schrauwen (UGent) , Marc Haelterman and Serge Massar

(2010) PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS (SPIE). 7728.
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Memory versus non-linearity in reservoirs

David Verstraeten (UGent) , Joni Dambre (UGent) , Xavier Dutoit and Benjamin Schrauwen (UGent)

(2010) IEEE International Joint Conference on Neural Networks (IJCNN).
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Rent's rule and parallel programs: characterizing network traffic behavior

Wim Heirman (UGent) , Joni Dambre (UGent) , Dirk Stroobandt (UGent) and Jan Van Campenhout (UGent)

(2008) SLIP '08: PROCEEDINGS OF THE 2008 ACM INTERNATIONAL WORKSHOP ON SYSTEM LEVEL INTERCONNECT PREDICTION. p.87-94
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Design of a reconfigurable optical interconnect for large-scale multiprocessor networks

Inigo Artundo, Wim Heirman (UGent) , Christof Debaes, Joni Dambre (UGent) , Jan Van Campenhout (UGent) and Hugo Thienpont (UGent)

(2008) PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS (SPIE). 6996. p.69961H/1-69961H/10
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Runtime variability in scientific parallel applications

Wim Heirman (UGent) , Joni Dambre (UGent) , Dirk Stroobandt (UGent) and Jan Van Campenhout (UGent)

(2008) p.37-46
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Predicting the performance of reconfigurable optical interconnects in distributed shared-memory systems

Wim Heirman (UGent) , Joni Dambre (UGent) , I ARTUNDO, C DEBAES, Hugo Thienpont (UGent) , Dirk Stroobandt (UGent) and Jan Van Campenhout (UGent)

(2008) PHOTONIC NETWORK COMMUNICATIONS. 15(1). p.25-40
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Predicting reconfigurable interconnect performance in distributed shared-memory systems

Wim Heirman (UGent) , Joni Dambre (UGent) , I ARTUNDO, C DEBAES, Hugo Thienpont (UGent) , Dirk Stroobandt (UGent) and Jan Van Campenhout (UGent)

(2007) INTEGRATION-THE VLSI JOURNAL. 40(4). p.382-393
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Synthetic traffic generation as a tool for dynamic interconnect evaluation

Wim Heirman (UGent) , Joni Dambre (UGent) and Jan Van Campenhout (UGent)

(2007) PROCEEDINGS OF SLIP '07: 2007 INTERNATIONAL WORKSHOP ON SYSTEM LEVEL INTERCONNECT PREDICTION. p.65-72
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Performance Evaluation of Large Reconfigurable Interconnects for Multiprocessor Systems

Wim Heirman (UGent) , I ARTUNDO, Joni Dambre (UGent) , C DEBAES, T PHAM DOAN, K BUI VIET, Hugo Thienpont (UGent) and Jan Van Campenhout (UGent)

(2007) Proceedings of the International Symposium on Electrical - Electronics Engineering (ISEE 2007), HoChiMinh City, Vietnam. p.145-150
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Performance of large-scale reconfigurable optical interconnection networks in DSM systems

I Artundo, Wim Heirman (UGent) , C Debaes, Joni Dambre (UGent) , Jan Van Campenhout (UGent) and Hugo Thienpont (UGent)

(2007) 2007 IEEE/LEOS Symposium Benelux Chapter Proceedings. p.123-126
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Systematic simulation-based predictive synthesis of integrated optical interconnect

I O'CONNOR, F TISSAFI-DRISSI, F GAFFIOT, Joni Dambre (UGent) , Michiel De Wilde, Jan Van Campenhout (UGent) , Dries Van Thourhout (UGent) and Dirk Stroobandt (UGent)

(2007) IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS. 15(8). p.927-940
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Selective optical broadcasting in reconfigurable multiprocessor interconnects - art. no. 61850J

I ARTUNDO, L DESMET, Wim Heirman (UGent) , C DEBAES, Joni Dambre (UGent) and Jan Van Campenhout (UGent)

(2006) MICRO-OPTICS, VCSELS, AND PHOTONIC INTERCONNECTS II: FABRICATION, PACKAGING, AND INTEGRATION. 6185.
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Reconfigurable interconnects in DSM systems: a focus on context switch behavior

I Artundo, D Manjarres, Wim Heirman (UGent) , C Debaes, Joni Dambre (UGent) , Jan Van Campenhout (UGent) and H Thienpont

(2006) LECTURE NOTES IN COMPUTER SCIENCE. 4331. p.311-321
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Reconfigurable interconnection networks in Distributed Shared Memory systems: a study on communication patterns

BV KHOI, PD TINH, NN QUAN, I ARTUDO, D MANJARRES, Wim Heirman (UGent) , C DEBAES, Joni Dambre (UGent) , Jan Van Campenhout (UGent) and Hugo Thienpont (UGent)

(2006) 2006 FIRST INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND ELECTRONICS (HUT-ICCE 2006). p.343-347
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Speeding up multiprocessor machines with reconfigurable optical interconnects - art. no. 61240K

Wim Heirman (UGent) , I ARTUNDO, L DESMET, Joni Dambre (UGent) , C DEBAES, Hugo Thienpont (UGent) and Jan Van Campenhout (UGent)

(2006) OPTOELECTRONIC INTEGRATED CIRCUITS VIII.
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Integrated optical interconnect for on-chip data transport

I O'Connor, F Tissafi-Drissi, D Navarro, F Mieyeville, F Gaffiot, Joni Dambre (UGent) , M De Wilde, Dirk Stroobandt (UGent) and M Brière

(2006) The 4th International IEEE-NEWCAS Conference (IEEE Cat. No. 06EX1393). p.209-212
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Predicting the Performance of Reconfigurable Interconnects in Distributed Shared-Memory Systems

Wim Heirman (UGent) , Joni Dambre (UGent) , I ARTUNDO, C DEBAES, Hugo Thienpont (UGent) , Dirk Stroobandt (UGent) and Jan Van Campenhout (UGent)

(2006) Architectures and Compilers for Embedded Systems (ACES`06): Symposium Proceedings. p.31-34
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Optical interconnect for on-chip data communication

I O'Connor, F Tissafi-Drissi, D Navarro, F Mieyeville, F Gaffiot, Joni Dambre (UGent) , M De Wilde, Dirk Stroobandt (UGent) and Dries Van Thourhout (UGent)

(2006) Future Interconnects and Networks on Chip, Workshop abstracts.
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Predicting the Performance of Reconfigurable Interconnects in Shared-Memory Systems

Wim Heirman (UGent) , Joni Dambre (UGent) and Jan Van Campenhout (UGent)

(2006) Seventh FirW PhD Symposium.
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Congestion Modeling for Reconfigurable Inter-Processor Networks

Wim Heirman (UGent) , Joni Dambre (UGent) and Jan Van Campenhout (UGent)

(2006) Proceedings of the 2006 International Workshop on System Level Interconnect Prediction (SLIP`06). p.59-66
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Reconfigurable Optical Networks for On-Chip Multiprocessors

Wim Heirman (UGent) , Joni Dambre (UGent) , I O'CONNOR and Jan Van Campenhout (UGent)

(2006) Future Interconnects and Networks on Chip Workshop at DATA 06.
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Selective optical broadcast component for reconfigurable multiprocessor, interconnects

I ARTUNDO, L DESTNET, Wim Heirman (UGent) , C DEBAES, Joni Dambre (UGent) , Jan Van Campenhout (UGent) and Hugo Thienpont (UGent)

(2006) IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS. 12(4). p.828-837
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Towards reconfigurable optical networks on chip

I O'CONNOR, M BRIÈRE, E DROUARD, A KAZMIERCZAK, F TISSAFI-DRISSI, D NAVARRO, F MIEYEVILLE, Joni Dambre (UGent) , Dirk Stroobandt (UGent) , J FEDELI, et al.

(2005) Proceedings of ReCoSOC`05 (Reconfigurable Communication Centric SoCs). p.121-128
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Reconfigurable Optical Interconnects for Distributed Shared-Memory Multiprocessors

Wim Heirman (UGent) , Joni Dambre (UGent) and Jan Van Campenhout (UGent)

(2005) Design, Automation and Test in Europe.
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Reconfigurable Optical Interconnects for Distributed Shared-Memory Systems

Wim Heirman (UGent) , Joni Dambre (UGent) and Jan Van Campenhout (UGent)

(2005) Advanced Computer Architecture and Compilation for Embedded Systems (ACACES 2005). p.19-22
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Predicting the Performance of Reconfigurable Interconnects in Distributed Shared-Memory Systems

Wim Heirman (UGent) , Joni Dambre (UGent) and Jan Van Campenhout (UGent)

(2005) Proceedings of the 16th ProRISC Workshop. p.508-517
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Wavelength Tuneable Reconfigurable Optical Interconnection Network for Shared-Memory Machines

Wim Heirman (UGent) , I ARTUNDO, D CARVAJAL, L DESMET, Joni Dambre (UGent) , C DEBAES, Hugo Thienpont (UGent) and Jan Van Campenhout (UGent)

(2005) Proceedings of the 31st European Conference on Optical Communication (ECOC 2005). p.527-528
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Traffic Temporal Analysis for Reconfigurable Interconnects in Shared-Memory Systems

Wim Heirman (UGent) , Joni Dambre (UGent) , Jan Van Campenhout (UGent) , C DEBAES and Hugo Thienpont (UGent)

(2005) Proceedings of the 19th IEEE International Parallel & Distributed Processing Symposium. p.150-150
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Prediction Model for Evaluation of Reconfigurable Interconnects in Distributed Shared-Memory Systems

Wim Heirman (UGent) , Joni Dambre (UGent) , Dirk Stroobandt (UGent) , Jan Van Campenhout (UGent) , C DEBAES and Hugo Thienpont (UGent)

(2005) Proceedings of the 2005 International Workshop on System Level Interconnect Prediction, SLIP`05. p.51-58
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Selective Broadcasting for Reconfigurable Optical Interconnects in DSM systems

I ARTUNDO, L DESMET, Wim Heirman (UGent) , C DEBAES, Joni Dambre (UGent) , Jan Van Campenhout (UGent) and Hugo Thienpont (UGent)

(2005) Proceedings of the IEEE/LEOS Symposium Benelux Chapter. p.225-228
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Architectural study of the opportunities for reconfigurable optical interconnects in distributed shared memory systems

C DEBAES, I ARTUNDO, Wim Heirman (UGent) , Joni Dambre (UGent) , K BUI VIET and Hugo Thienpont (UGent)

(2004) Proceedings Symposium IEEE/LEOS Benelux Chapter. p.275-278
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Traffic Locality Analysis for Reconfigurable Interconnects in Shared-Memory Systems

Wim Heirman (UGent) , Joni Dambre (UGent) and Jan Van Campenhout (UGent)

(2004) Fifth FTW PhD Symposium.
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Toward the accurate prediction of placement wire length distributions in VLSI circuits

Joni Dambre (UGent) , Dirk Stroobandt (UGent) and Jan Van Campenhout (UGent)

(2004) IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS. 12(4). p.339-348
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Reconfigurable optical interconnects for parallel computer systems : design space issues

KB Viet, L Desmet, Joni Dambre (UGent) , Dirk Stroobandt (UGent) , Kristof Beyls, Jan Van Campenhout (UGent) and Hugo Thienpont (UGent)

(2003) PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS (SPIE). 4942. p.236-246
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An exploration of synchronization solutions for parallel short-range optical interconnect in mesochronous systems

Harald Devos, Joni Dambre (UGent) , Wim Meeus, Dirk Stroobandt (UGent) and Jan Van Campenhout (UGent)

(2003) VCSELS AND OPTICAL INTERCONNECTS. In PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS (SPIE) 4942. p.258-268
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Fast Estimation of the Partitioning Rent Characteristic Using a Recursive Partitioning Model

Joni Dambre (UGent) , Dirk Stroobandt (UGent) and J VAN CAMPENHOUT

(2003) Proceedings of the 2003 International Workshop on System-Level Interconnect Prediction, SLIP´03. p.45-52
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A comparison of various terminal-gate relationships for interconnect prediction in VLSI circuits

Joni Dambre (UGent) , P VERPLAETSE, Dirk Stroobandt (UGent) and Jan Van Campenhout (UGent)

(2003) IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS. 11(1). p.24-34
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- PhD Thesis
- open access
Predictie van interconnectie-eigenschappen van digitale schakelingen voor de exploratie van ontwerpkeuzes en technologie

Joni Dambre (UGent)

(2003)
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- Conference Paper
- C1
A Probabilistic Approach to Clock Cycle Prediction

Joni Dambre (UGent) , Dirk Stroobandt (UGent) and Jan Van Campenhout (UGent)

(2002) Proceedings of the ACM/IEEE International Workshop on Timing Issues in the Specification and Synthesis of Digital Systems / Lapotin, D.P.; Alpert, C.J.; Lillis, J. (eds.), ACM, Monterey, 2002, p. 9-15.
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- Conference Paper
- C1
Getting more out of Donath`s hierarchical model for interconnect prediction

Joni Dambre (UGent) , Peter Verplaetse, Dirk Stroobandt (UGent) and Jan Van Campenhout (UGent)

(2002) Proceedings of the 2002 International Workshop on System Level Interconnect Prediction / Davis, J.; Sylvester, D. (eds.), ACM Press, Del Mar, California, 2002, p. 9-16.
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- Conference Paper
- P1
Impact of optical I/O on FPGA electronic routing delays

Joni Dambre (UGent) , Marnik Brunfaut, Wim Meeus and Jan Van Campenhout (UGent)

(2001) ECOC'01: 27TH EUROPEAN CONFERENCE ON OPTICAL COMMUNICATION, VOLS 1-6. p.294-295
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- Conference Paper
- P1
Demonstrating POF based optoelectronic interconnect in a multi-FPGA prototype system

Marnik Brunfaut, Wim Meeus, Joni Dambre (UGent) , Ronny Bockstaele, Jan Van Campenhout (UGent) , H Melchior, J Hall, A Neyer, P Heremans, J Van Koetsem, et al.

(2001) ECOC'01: 27TH EUROPEAN CONFERENCE ON OPTICAL COMMUNICATION, VOLS 1-6. p.298-299
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- Conference Paper
- P1
Sense and nonsense of logic-level optical interconnect: reflections on an experiment

Jan Van Campenhout (UGent) , Marnik Brunfaut, Wim Meeus, Joni Dambre (UGent) and Michiel De Wilde

(2001) PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS (SPIE). 4455. p.151-159
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- Conference Paper
- C1
On Rent's Rule for Rectangular Regions.

Joni Dambre (UGent) , Peter Verplaetse, Dirk Stroobandt (UGent) and Jan Van Campenhout (UGent)

(2001) Proceedings of the 2001 International Workshop on System-Level Interconnect Prediction, ACM Press, Rohnert Park, 2001. p.49-56
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- Conference Paper
- C1
On Partitioning vs. Placement Rent Properties.

Peter Verplaetse, Joni Dambre (UGent) , Dirk Stroobandt (UGent) and Jan Van Campenhout (UGent)

(2001) Proceedings of the 3nd International Workshop on System-Level Interconnect Prediction, Sonoma, California, 2001. p.33-40
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- Miscellaneous
Quantifying the Performance of Optoelectronic FPGA's: The Impact of Optical Interconnect Latency. Kluwer Academic Publishers, Boston, 2000, 195-202.

Joni Dambre (UGent) , Herwig Van Marck (UGent) and Jan Van Campenhout (UGent)

(2000)
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- Journal Article
- A1
Optoelectronic FPGA's.

Jan Van Campenhout (UGent) , Herwig Van Marck (UGent) , Jo Depreitere and Joni Dambre (UGent)

(1999) IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS. 5(2). p.306-315
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- Conference Paper
- C1
Quantifying the impact of optical interconnect latency on the performance of optoelectronic FPGAs.

Joni Dambre (UGent) , Herwig Van Marck (UGent) and Jan Van Campenhout (UGent)

(1999) Proceedings of the 6th International Conference on Parallel Interconnects (PI 99, Formerly known as MPPOI), IEEE Computer Society, Haney M., Kostuk R., Lund C., Schenfeld E. (ed.), Los Alamitos, California, oktober 1999. p.91-97

A photonics perspective on computing with physical substrates

Exploiting Signal Propagation Delays to Match Task Memory Requirements in Reservoir Computing

Machine translation from signed to spoken languages : state of the art and challenges (01 Apr, 10.1007/s10209-023-00992-1, 2023)

A bio-inspired model for audio processing

Improving the classification accuracy in label-free flow cytometry using event-based vision and simple logistic regression

Photonic reservoir computing for wavelength multiplexed nonlinear fiber distortion mitigation

Experimental results on nonlinear distortion compensation using photonic reservoir computing with a single set of weights for different wavelengths

Integrated photonic reservoir computing with an all-optical readout

SignON sign language translation : progress and challenges

Trends and challenges for sign language recognition with machine learning

An homeostatic activity-dependent structural plasticity algorithm for richer input combination

Querying a sign language dictionary with videos using dense vector search

Learned thresholds token merging and pruning for vision transformers

Delay-sensitive local plasticity in echo state networks

Machine translation from signed to spoken languages : state of the art and challenges

Photonic reservoir computing for nonlinear equalization of 64-QAM signals with a Kramers-Kronig receiver

Event-based vision for improved classification accuracy in label-free flow cytometry

BeCoS corpus : Belgian Covid-19 Sign language corpus : a corpus for training sign language recognition and translation

Photonic reservoir computing for nonlinear equalization of 64-QAM signals with a Kramers-Kronig receiver

Hardware-aware mobile building block evaluation for computer vision

Distance-based delays in echo state networks

Anchor pruning for object detection

Wavelength dimension in waveguide-based photonic reservoir computing

Modeling electronic response properties with an explicit-electron machine learning potential

Attention analysis of a sign language recognition task on the AUTSL dataset

Sign language translation : ongoing development, challenges and innovations in the SignON project

Progress, challenges and innovations of the SignON project

Leveraging frozen pretrained written language models for neural sign language translation

Photonic neuromorphic computing using silicon chips

The SignON project : a sign language translation framework

Computing with integrated photonic reservoirs

Simulating self-learning in photorefractive optical reservoir computers

Comparing different nonlinearities in readout systems for optical neuromorphic computing networks

Photonic reservoir computing for high-speed neuromorphic computing applications

Experimental demonstration of nonlinear fibre distortion compensation with integrated photonic reservoir computing

Reservoir computing for high-speed photonic information processing (invited)

Photonic neuromorphic computing using silicon chips

Silicon photonics for brain-inspired neuromorphic information processing

Experimental realization of integrated photonic reservoir computing for nonlinear fiber distortion compensation

Frozen pretrained transformers for neural sign language translation

Isolated sign recognition from RGB video using pose flow and self-attention

Addressing limited weight resolution in a fully optical neuromorphic reservoir computing readout

cREAtIve : reconfigurable embedded artificial intelligence

Effect of compliance on morphological control of dynamic locomotion with HyQ

Analysis of attention in child-robot interaction among children diagnosed with cognitive impairment

Dendritic computation in a point neuron model

Stance control inspired by cerebellum stabilizes reflex-based locomotion on HyQ robot

Machine learning issues and opportunities in ultrafast particle classification for label-free microflow cytometry

A training algorithm for networks of high-variability reservoirs

PyTorch-Hebbian : facilitating local learning in a deep learning framework

Self-organized dynamic attractors in recurrent neural networks

Photonic reservoir computing

Automatic detection of the aortic annular plane and coronary ostia from multidetector computed tomography

Sign language recognition with transformer networks

Conditional BRUNO : a neural process for exchangeable labelled data

Photonic neuromorphic information processing and reservoir computing

Improving time series recognition and prediction with networks and ensembles of passive photonic reservoirs

Silicon photonics reservoir computing at 32 Gbit/s

Non-linear signal equalisation using silicon photonic reservoir computing

All-optical readout for integrated photonic reservoir computing

Neuromorphic information processing using silicon photonics

Photontorch : simulation and optimization of large photonic circuits using the deep learning framework PyTorch

A power-efficient architecture for on-chip reservoir computing

Towards automatic sign language corpus annotation using deep learning

Classification of aortic valve morphology using a three-dimensional convolutional neural network

Enabling automated device size selection for transcatheter aortic valve implantation

Towards safe and efficient pre-operative planning of transcatheter mitral valve interventions

Combining evolutionary and adaptive control strategies for quadruped robotic locomotion

Training passive photonic reservoirs with integrated optical readout

A neuromorphic silicon photonics nonlinear equalizer for optical communications with intensity modulation and direct detection

Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch

Populations of spiking neurons for reservoir computing : closed loop control of a compliant quadruped

Closed loop control of a compliant quadruped with spiking neural networks

Information processing and computation with photonic reservoir systems

A CycleGAN for style transfer between drum and bass subgenres

Design of a bio-inspired compliant quadruped robot for research on closed-loop locomotion control

Body randomization reduces the sim-to-real gap for compliant quadruped locomotion

Conditional BRUNO : a neural process for exchangeable labelled data

Leveraging deep learning for eye contact analysis in child-robot interaction

A differentiable physics engine for deep learning in robotics