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Benjamin Schrauwen

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2009
28EEXavier Dutoit, Benjamin Schrauwen, Jan Van Campenhout, Dirk Stroobandt, Hendrik Van Brussel, Marnix Nuttin: Pruning and regularization in reservoir computing. Neurocomputing 72(7-9): 1534-1546 (2009)
2008
27EEXavier Dutoit, Benjamin Schrauwen, Jan M. Van Campenhout, Dirk Stroobandt, Hendrik Van Brussel, Marnix Nuttin: Pruning and Regularisation in Reservoir Computing: a First Insight. ESANN 2008: 1-6
26EEFrancis Wyffels, Benjamin Schrauwen, Dirk Stroobandt: Stable Output Feedback in Reservoir Computing Using Ridge Regression. ICANN (1) 2008: 808-817
25EEEric A. Antonelo, Benjamin Schrauwen, Dirk Stroobandt: Mobile robot control in the road sign problem using Reservoir Computing networks. ICRA 2008: 911-916
24EEFrancis Wyffels, Benjamin Schrauwen, David Verstraeten, Dirk Stroobandt: Band-pass Reservoir Computing. IJCNN 2008: 3204-3209
23EEBenjamin Schrauwen, Lars Buesing, Robert A. Legenstein: On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing. NIPS 2008: 1425-1432
22EEKristof Vandoorne, Wouter Dierckx, Benjamin Schrauwen, David Verstraeten, Peter Bienstman, Roel Baets, Jan M. Van Campenhout: Photonic Reservoir Computing with Coupled Semiconductor Optical Amplifiers. OSC 2008: 46-55
21EEEric A. Antonelo, Benjamin Schrauwen, Dirk Stroobandt: Imitation Learning of an Intelligent Navigation System for Mobile Robots Using Reservoir Computing. SBRN 2008: 93-98
20EEBenjamin Schrauwen, Michiel D'Haene, David Verstraeten, Jan M. Van Campenhout: Compact hardware liquid state machines on FPGA for real-time speech recognition. Neural Networks 21(2-3): 511-523 (2008)
19EEEric A. Antonelo, Benjamin Schrauwen, Dirk Stroobandt: Event detection and localization for small mobile robots using reservoir computing. Neural Networks 21(6): 862-871 (2008)
18EEBenjamin Schrauwen, Marion Wardermann, David Verstraeten, Jochen J. Steil, Dirk Stroobandt: Improving reservoirs using intrinsic plasticity. Neurocomputing 71(7-9): 1159-1171 (2008)
2007
17EEBertrand Fontaine, Herbert Peremans, Benjamin Schrauwen: Bat echolocation modelling using spike kernels with Support Vector Regression. ESANN 2007: 367-372
16EEBenjamin Schrauwen, David Verstraeten, Jan M. Van Campenhout: An overview of reservoir computing: theory, applications and implementations. ESANN 2007: 471-482
15EEDavid Verstraeten, Benjamin Schrauwen, Dirk Stroobandt: Adapting reservoir states to get Gaussian distributions. ESANN 2007: 495-500
14EEBenjamin Schrauwen, Jeroen Defour, David Verstraeten, Jan M. Van Campenhout: The Introduction of Time-Scales in Reservoir Computing, Applied to Isolated Digits Recognition. ICANN (1) 2007: 471-479
13EEEric A. Antonelo, Benjamin Schrauwen, Xavier Dutoit, Dirk Stroobandt, Marnix Nuttin: Event Detection and Localization in Mobile Robot Navigation Using Reservoir Computing. ICANN (2) 2007: 660-669
12EEBenjamin Schrauwen, Michiel D'Haene, David Verstraeten, Jan M. Van Campenhout: Compact hardware for real-time speech recognition using a Liquid State Machine. IJCNN 2007: 1097-1102
11EEDavid Verstraeten, Benjamin Schrauwen, Michiel D'Haene, Dirk Stroobandt: An experimental unification of reservoir computing methods. Neural Networks 20(3): 391-403 (2007)
10EEEric A. Antonelo, Benjamin Schrauwen, Jan M. Van Campenhout: Generative Modeling of Autonomous Robots and their Environments using Reservoir Computing. Neural Processing Letters 26(3): 233-249 (2007)
9EEBenjamin Schrauwen, Jan Van Campenhout: Linking non-binned spike train kernels to several existing spike train metrics. Neurocomputing 70(7-9): 1247-1253 (2007)
2006
8EEBenjamin Schrauwen, Jan M. Van Campenhout: Linking non-binned spike train kernels to several existing spike train metrics. ESANN 2006: 41-46
7EEBenjamin Schrauwen, Jan M. Van Campenhout: Parallel hardware implementation of a broad class of spiking neurons using serial arithmetic. ESANN 2006: 623-628
6EEMichiel D'Haene, Benjamin Schrauwen, Dirk Stroobandt: Accelerating Event Based Simulation for Multi-synapse Spiking Neural Networks. ICANN (1) 2006: 760-769
5EEDavid Verstraeten, Benjamin Schrauwen, Dirk Stroobandt: Reservoir-based techniques for speech recognition. IJCNN 2006: 1050-1053
4EEBenjamin Schrauwen, Jan M. Van Campenhout: Backpropagation for Population-Temporal Coded Spiking Neural Networks. IJCNN 2006: 1797-1804
2005
3EEHendrik Eeckhaut, Harald Devos, Benjamin Schrauwen, Mark Christiaens, Dirk Stroobandt: A Hardware-Friendly Wavelet Entropy Codec for Scalable Video. DATE 2005: 14-19
2EEDavid Verstraeten, Benjamin Schrauwen, Dirk Stroobandt: Isolated word recognition using a Liquid State Machine. ESANN 2005: 435-440
1EEDavid Verstraeten, Benjamin Schrauwen, Dirk Stroobandt, Jan Van Campenhout: Isolated word recognition with the Liquid State Machine: a case study. Inf. Process. Lett. 95(6): 521-528 (2005)

Coauthor Index

1Eric A. Antonelo [10] [13] [19] [21] [25]
2Roel Baets [22]
3Peter Bienstman [22]
4Hendrik Van Brussel [27] [28]
5Lars Buesing [23]
6Jan M. Van Campenhout (Jan Van Campenhout) [1] [4] [7] [8] [9] [10] [12] [14] [16] [20] [22] [27] [28]
7Mark Christiaens [3]
8Michiel D'Haene [6] [11] [12] [20]
9Jeroen Defour [14]
10Harald Devos [3]
11Wouter Dierckx [22]
12Xavier Dutoit [13] [27] [28]
13Hendrik Eeckhaut [3]
14Bertrand Fontaine [17]
15Robert A. Legenstein [23]
16Marnix Nuttin [13] [27] [28]
17Herbert Peremans [17]
18Jochen J. Steil [18]
19Dirk Stroobandt [1] [2] [3] [5] [6] [11] [13] [15] [18] [19] [21] [24] [25] [26] [27] [28]
20Kristof Vandoorne [22]
21David Verstraeten [1] [2] [5] [11] [12] [14] [15] [16] [18] [20] [22] [24]
22Marion Wardermann [18]
23Francis Wyffels [24] [26]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)