Ghent University Academic Bibliography

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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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PyRCN : a toolbox for exploration and application of Reservoir Computing Networks

Peter Steiner, Azarakhsh Jalalvand (UGent) , Simon Stone and Peter Birkholz

(2022) ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 113.
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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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Feature engineering and stacked echo state networks for musical onset detection

P. Steiner, Azarakhsh Jalalvand (UGent) , S. Stone and P. Birkholz

(2021) ICPR2020, 25th International Conference on Pattern Recognition, Proceedings. In International Conference on Pattern Recognition p.9537-9544
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Unsupervised pretraining of echo state networks for onset detection

Peter Steiner, Azarakhsh Jalalvand (UGent) and Peter Birkholz

(2021) ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING, ICANN 2021, PT V. In Lecture Notes in Computer Science 12895. p.59-70
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Acoustic modeling with hierarchical reservoirs

Fabian Triefenbach (UGent) , Azarakhsh Jalalvand (UGent) , Kris Demuynck (UGent) and Jean-Pierre Martens (UGent)

(2013) IEEE TRANSACTIONS ON AUDIO, SPEECH AND LANGUAGE PROCESSING. 21(11). p.2439-2450
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MACOP modular architecture with control primitives

Tim Waegeman, Michiel Hermans (UGent) and Benjamin Schrauwen (UGent)

(2013) FRONTIERS IN COMPUTATIONAL NEUROSCIENCE. 7.
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Connected digit recognition by means of Reservoir Computing

Azarakhsh Jalalvand (UGent) , Fabian Triefenbach (UGent) , David Verstraeten (UGent) and Jean-Pierre Martens (UGent)

(2011) INTERSPEECH 2011. p.1725-1728
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A comparative study of reservoir computing strategies for monthly time series prediction

Francis wyffels (UGent) and Benjamin Schrauwen (UGent)

(2010) NEUROCOMPUTING. 73(10-12). p.1958-1964
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Memory in linear recurrent neural networks in continuous time

Michiel Hermans (UGent) and Benjamin Schrauwen (UGent)

(2010) NEURAL NETWORKS. 23(3). p.341-355
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Phoneme recognition with large hierarchical reservoirs

Fabian Triefenbach (UGent) , Azarakhsh Jalalvand (UGent) , Benjamin Schrauwen (UGent) and Jean-Pierre Martens (UGent)

(2010) Advances in Neural Information Processing Systems. 23.

Academic Bibliography

Delay-sensitive local plasticity in echo state networks

PyRCN : a toolbox for exploration and application of Reservoir Computing Networks

Distance-based delays in echo state networks

Feature engineering and stacked echo state networks for musical onset detection

Unsupervised pretraining of echo state networks for onset detection

Acoustic modeling with hierarchical reservoirs

MACOP modular architecture with control primitives

Connected digit recognition by means of Reservoir Computing

A comparative study of reservoir computing strategies for monthly time series prediction

Memory in linear recurrent neural networks in continuous time

Phoneme recognition with large hierarchical reservoirs

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