imec Institutional Repository Browsing {{ collection }} by Author "Verstraeten, D."

Publication

Adapting reservoirs to get Gaussian distributions

Verstraeten, D.

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Schrauwen, B.

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Van Campenhout, Jan

Proceedings paper

2007, 15th European Symposium on Artificial Neural Networks - ESANN, 25/04/2007, p.495-500

Publication

An experimental unification of reservoir computing methods

Verstraeten, D.

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Schrauwen, B.

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D'Haene, M.

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Stroobandt, Dirk

Journal article

2007, Neural Networks, 20, p.391-403

Publication

An overview of reservoir computing: theory, applications and implementations

Schrauwen, B.

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Verstraeten, D.

;

Van Campenhout, Jan

Proceedings paper

2007, 15th European Symposium on Artificial Neural Networks - ESANN, 25/04/2007, p.471-482

Publication

Band-pass reservoir computing

Wyffels, F.

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Schrauwen, B.

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Verstraeten, D.

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Stroobandt, Dirk

Proceedings paper

2008, International Joint Conference on Neural Networks - IJCNN, 1/06/2008, p.3203-3208

Publication

Compact hardware for real-time speech recognition using a Liquid State Machine

Schrauwen, B.

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D'Haene, M.

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Verstraeten, D.

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Van Campenhout, Jan

Proceedings paper

2007, 20th International Joint Conference on Neural Networks, 12/08/2007

Publication

Compact hardware liquid state machines on FPGA for real-time speech recognition

Schrauwen, B.

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D'Haene, M.

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Verstraeten, D.

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Stroobandt, Dirk

Journal article

2008, Neural Networks, (21) 2_3, p.511-523

Publication

Delays in photonic reservoir computing with semiconductor optical amplifiers

Vandoorne, Kristof

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Dambre, J.

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Verstraeten, D.

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Schrauwen, B.

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Bienstman, Peter

Proceedings paper

2010, Proceedings of the Annual Symposium of the IEEE Photonics Benelux Chapter, 18/11/2010, p.25-28

Publication

Improving reservoirs using intrinsic plasticity

Schrauwen, B.

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Wardermann, M.

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Verstraeten, D.

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Steil, J.

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Stroobandt, Dirk

Journal article

2008, Neurocomputing, (71) 7_9, p.1159-1171

Publication

Isolated word recognition with the liquid state machine: a case study

Verstraeten, D.

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Schrauwen, B.

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Stroobandt, Dirk

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Van Campenhout, Jan

Journal article

2005, Information Processing Letters, (95) 6, p.521-528

Publication

Pattern classification with CNNs as reservoirs

Verstraeten, D.

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Xavier-de-Souza, S.

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Schrauwen, B.

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Suykens, J.

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Stroobandt, Dirk

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Vandewalle, J.

Proceedings paper

2008, International Symposium on Nonlinear Theory and its Applications - NOLTA, 7/09/2008

Publication

Photonic reservoir computing as a new paradigm for optical information processing

Bienstman, Peter

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Vandoorne, Kristof

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Fiers, Martin

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Verstraeten, D.

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Dambre, J.

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Schrauwen, B.

Meeting abstract

2010, Photonics North, 1/06/2010

Publication

Photonic reservoir computing with coupled semiconductro optical amplifiers

Vandoorne, Kristof

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Dierckx, W.

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Schrauwen, B.

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Verstraeten, D.

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Bienstman, Peter

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Baets, Roel

Proceedings paper

2008-08, Optical SuperComputing: First International Workshop - OSC, 26/08/2008, p.46-55

Publication

The introduction of time-scales in reservoir computing, applied to isolated digits recognition

Schrauwen, B.

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Defour, J.

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Verstraeten, D.

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Van Campenhout, Jan

Proceedings paper

2007, Artificial Neural Networks - ICANN, 9/09/2007, p.471-479

Publication

Toward optical signal processing using Photonic Reservoir Computing

Vandoorne, Kristof

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Dierckx, W.

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Schrauwen, B.

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Verstraeten, D.

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Baets, Roel

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Bienstman, Peter

Journal article

2008, Optics Express, 16, p.11182-11192

Browsing by Author "Verstraeten, D."