Ghent University Academic Bibliography

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Your filters: cql: keyword exact "reservoir computing" cql: author exact 000091405524 or (type exact bookEditor and editor exact 000091405524)

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Cluster-based input weight initialization for echo state networks

Peter Steiner, Azarakhsh Jalalvand (UGent) and Peter Birkholz

(2023) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 34(10). p.7648-7659
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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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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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Multipitch tracking in music signals using Echo State Networks

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

(2020) EUSIPCO 2020, 28th European Signal Processing Conference, Proceedings. p.126-130
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Robust continuous digit recognition using reservoir computing

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

(2015) COMPUTER SPEECH AND LANGUAGE. 30(1). p.135-158
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Design of reservoir computing systems for noise-robust speech and handwriting recognition

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

(2015) 28th Conference on Graphics, Patterns and Images ( accepted in the Workshop of Theses and Dissertations (WTD)) Proceedings.
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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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Context-dependent modeling and speaker normalization applied to reservoir-based phone recognition

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

(2013) INTERSPEECH 2013. In Interspeech p.3342-3346
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Feature enhancement with a reservoir-based denoising auto encoder

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

(2013) IEEE International Symposium on Signal Processing and Information Technology. p.227-232
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Continuous digit recognition in noise: reservoirs can do an excellent job!

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

(2012) 13th Annual conference of the International Speech Communication Association, Proceedings. 1-3. p.1802-1805

Academic Bibliography

Cluster-based input weight initialization for echo state networks

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

Feature engineering and stacked echo state networks for musical onset detection

Multipitch tracking in music signals using Echo State Networks

Robust continuous digit recognition using reservoir computing

Design of reservoir computing systems for noise-robust speech and handwriting recognition

Acoustic modeling with hierarchical reservoirs

Context-dependent modeling and speaker normalization applied to reservoir-based phone recognition

Feature enhancement with a reservoir-based denoising auto encoder

Continuous digit recognition in noise: reservoirs can do an excellent job!

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