Benjamin Schrauwen

	2009
32		Eric A. Antonelo, Benjamin Schrauwen: Unsupervised Learning in Reservoir Computing: Modeling Hippocampal Place Cells for Small Mobile Robots. ICANN (1) 2009: 747-756
31		David Verstraeten, Benjamin Schrauwen: On the Quantification of Dynamics in Reservoir Computing. ICANN (1) 2009: 985-994
30		Michiel D'Haene, Benjamin Schrauwen, Jan Van Campenhout, Dirk Stroobandt: Accelerating Event-Driven Simulation of Spiking Neurons with Multiple Synaptic Time Constants. Neural Computation 21(4): 1068-1099 (2009)
29		Xavier 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
28		Xavier 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
27		Francis Wyffels, Benjamin Schrauwen, Dirk Stroobandt: Stable Output Feedback in Reservoir Computing Using Ridge Regression. ICANN (1) 2008: 808-817
26		Pieter Buteneers, Benjamin Schrauwen, David Verstraeten, Dirk Stroobandt: Real-Time Epileptic Seizure Detection on Intra-cranial Rat Data Using Reservoir Computing. ICONIP (1) 2008: 56-63
25		Eric A. Antonelo, Benjamin Schrauwen, Dirk Stroobandt: Mobile robot control in the road sign problem using Reservoir Computing networks. ICRA 2008: 911-916
24		Francis Wyffels, Benjamin Schrauwen, David Verstraeten, Dirk Stroobandt: Band-pass Reservoir Computing. IJCNN 2008: 3204-3209
23		Benjamin Schrauwen, Lars Buesing, Robert A. Legenstein: On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing. NIPS 2008: 1425-1432
22		Kristof 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
21		Eric A. Antonelo, Benjamin Schrauwen, Dirk Stroobandt: Imitation Learning of an Intelligent Navigation System for Mobile Robots Using Reservoir Computing. SBRN 2008: 93-98
20		Benjamin 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)
19		Eric A. Antonelo, Benjamin Schrauwen, Dirk Stroobandt: Event detection and localization for small mobile robots using reservoir computing. Neural Networks 21(6): 862-871 (2008)
18		Benjamin Schrauwen, Marion Wardermann, David Verstraeten, Jochen J. Steil, Dirk Stroobandt: Improving reservoirs using intrinsic plasticity. Neurocomputing 71(7-9): 1159-1171 (2008)
	2007
17		Bertrand Fontaine, Herbert Peremans, Benjamin Schrauwen: Bat echolocation modelling using spike kernels with Support Vector Regression. ESANN 2007: 367-372
16		Benjamin Schrauwen, David Verstraeten, Jan M. Van Campenhout: An overview of reservoir computing: theory, applications and implementations. ESANN 2007: 471-482
15		David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt: Adapting reservoir states to get Gaussian distributions. ESANN 2007: 495-500
14		Benjamin 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
13		Eric 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
12		Benjamin 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
11		David Verstraeten, Benjamin Schrauwen, Michiel D'Haene, Dirk Stroobandt: An experimental unification of reservoir computing methods. Neural Networks 20(3): 391-403 (2007)
10		Eric 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)
9		Benjamin Schrauwen, Jan Van Campenhout: Linking non-binned spike train kernels to several existing spike train metrics. Neurocomputing 70(7-9): 1247-1253 (2007)
	2006
8		Benjamin Schrauwen, Jan M. Van Campenhout: Linking non-binned spike train kernels to several existing spike train metrics. ESANN 2006: 41-46
7		Benjamin Schrauwen, Jan M. Van Campenhout: Parallel hardware implementation of a broad class of spiking neurons using serial arithmetic. ESANN 2006: 623-628
6		Michiel D'Haene, Benjamin Schrauwen, Dirk Stroobandt: Accelerating Event Based Simulation for Multi-synapse Spiking Neural Networks. ICANN (1) 2006: 760-769
5		David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt: Reservoir-based techniques for speech recognition. IJCNN 2006: 1050-1053
4		Benjamin Schrauwen, Jan M. Van Campenhout: Backpropagation for Population-Temporal Coded Spiking Neural Networks. IJCNN 2006: 1797-1804
	2005
3		Hendrik Eeckhaut, Harald Devos, Benjamin Schrauwen, Mark Christiaens, Dirk Stroobandt: A Hardware-Friendly Wavelet Entropy Codec for Scalable Video. DATE 2005: 14-19
2		David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt: Isolated word recognition using a Liquid State Machine. ESANN 2005: 435-440
1		David 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

1	Eric A. Antonelo	[10] [13] [19] [21] [25] [32]
2	Roel Baets	[22]
3	Peter Bienstman	[22]
4	Hendrik Van Brussel	[28] [29]
5	Lars Buesing	[23]
6	Pieter Buteneers	[26]
7	Jan M. Van Campenhout (Jan Van Campenhout)	[1] [4] [7] [8] [9] [10] [12] [14] [16] [20] [22] [28] [29] [30]
8	Mark Christiaens	[3]
9	Michiel D'Haene	[6] [11] [12] [20] [30]
10	Jeroen Defour	[14]
11	Harald Devos	[3]
12	Wouter Dierckx	[22]
13	Xavier Dutoit	[13] [28] [29]
14	Hendrik Eeckhaut	[3]
15	Bertrand Fontaine	[17]
16	Robert A. Legenstein	[23]
17	Marnix Nuttin	[13] [28] [29]
18	Herbert Peremans	[17]
19	Jochen J. Steil	[18]
20	Dirk Stroobandt	[1] [2] [3] [5] [6] [11] [13] [15] [18] [19] [21] [24] [25] [26] [27] [28] [29] [30]
21	Kristof Vandoorne	[22]
22	David Verstraeten	[1] [2] [5] [11] [12] [14] [15] [16] [18] [20] [22] [24] [26] [31]
23	Marion Wardermann	[18]
24	Francis Wyffels	[24] [27]

Colors in the list of coauthors