Ghent University Academic Bibliography

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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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A vector-based coastline shape classification approach using sequential deep learning model

Aji Gao (UGent) , Tinghua Ai, Huafei Yu, Tianyuan Xiao, Yuejun Chen, Jingzhong Li and Haosheng Huang (UGent)

(2024) INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 129.
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A hybrid modelling approach for reverse osmosis processes including fouling

Dorien Gaublomme, Ward Quaghebeur, Anse Van Droogenbroeck, Marjolein Vanoppen (UGent) , Bart De Gusseme (UGent) , Arne Verliefde (UGent) , Ingmar Nopens (UGent) and Elena Torfs (UGent)

(2023) DESALINATION. 564.
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Global conformance checking measures using shallow representation and deep learning

Jari Peeperkorn, Seppe vanden Broucke (UGent) and Jochen De Weerdt

(2023) ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 123(Part B).
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Off-line evaluation of indoor positioning systems in different scenarios: the experiences from IPIN 2020 competition

Francesco Potorti, Joaquin Torres-Sospedra, Darwin Quezada-Gaibor, Antonio Ramon Jimenez, Fernando Seco, Antoni Perez-Navarro, Miguel Ortiz, Ni Zhu, Valerie Renaudin, Ryosuke Ichikari, et al.

(2022) IEEE SENSORS JOURNAL. 22(6). p.5011-5054
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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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Character-level recurrent neural networks in practice : comparing training and sampling schemes

Cedric De Boom, Thomas Demeester (UGent) and Bart Dhoedt (UGent)

(2019) NEURAL COMPUTING & APPLICATIONS. 31(8). p.4001-4017
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On the application of reservoir computing networks for noisy image recognition

Azarakhsh Jalalvand (UGent) , Kris Demuynck (UGent) , Wesley De Neve (UGent) and Jean-Pierre Martens (UGent)

(2018) NEUROCOMPUTING. 277. p.237-248
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Large-scale user modeling with recurrent neural networks for music discovery on multiple time scales

Cedric De Boom, Rohan Agrawal, Samantha Hansen, Esh Kumar, Romain Yon, Ching-Wei Chen, Thomas Demeester (UGent) and Bart Dhoedt (UGent)

(2018) MULTIMEDIA TOOLS AND APPLICATIONS. 77(12). p.15385-15407
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- A2
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A neural network architecture for detecting grammatical errors in statistical machine translation

Arda Tezcan (UGent) , Veronique Hoste (UGent) and Lieve Macken (UGent)

(2017) PRAGUE BULLETIN OF MATHEMATICAL LINGUISTICS. p.133-145

Academic Bibliography

Exploiting signal propagation delays to match task memory requirements in reservoir computing

A vector-based coastline shape classification approach using sequential deep learning model

A hybrid modelling approach for reverse osmosis processes including fouling

Global conformance checking measures using shallow representation and deep learning

Off-line evaluation of indoor positioning systems in different scenarios: the experiences from IPIN 2020 competition

A training algorithm for networks of high-variability reservoirs

Character-level recurrent neural networks in practice : comparing training and sampling schemes

On the application of reservoir computing networks for noisy image recognition

Large-scale user modeling with recurrent neural networks for music discovery on multiple time scales

A neural network architecture for detecting grammatical errors in statistical machine translation

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