2009 |
28 | EE | 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 |
27 | EE | 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 |
26 | EE | Francis Wyffels,
Benjamin Schrauwen,
Dirk Stroobandt:
Stable Output Feedback in Reservoir Computing Using Ridge Regression.
ICANN (1) 2008: 808-817 |
25 | EE | Eric A. Antonelo,
Benjamin Schrauwen,
Dirk Stroobandt:
Mobile robot control in the road sign problem using Reservoir Computing networks.
ICRA 2008: 911-916 |
24 | EE | Francis Wyffels,
Benjamin Schrauwen,
David Verstraeten,
Dirk Stroobandt:
Band-pass Reservoir Computing.
IJCNN 2008: 3204-3209 |
23 | EE | Benjamin Schrauwen,
Lars Buesing,
Robert A. Legenstein:
On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing.
NIPS 2008: 1425-1432 |
22 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | Bertrand Fontaine,
Herbert Peremans,
Benjamin Schrauwen:
Bat echolocation modelling using spike kernels with Support Vector Regression.
ESANN 2007: 367-372 |
16 | EE | Benjamin Schrauwen,
David Verstraeten,
Jan M. Van Campenhout:
An overview of reservoir computing: theory, applications and implementations.
ESANN 2007: 471-482 |
15 | EE | David Verstraeten,
Benjamin Schrauwen,
Dirk Stroobandt:
Adapting reservoir states to get Gaussian distributions.
ESANN 2007: 495-500 |
14 | EE | 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 | EE | 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 | EE | 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 | EE | David Verstraeten,
Benjamin Schrauwen,
Michiel D'Haene,
Dirk Stroobandt:
An experimental unification of reservoir computing methods.
Neural Networks 20(3): 391-403 (2007) |
10 | EE | 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 | EE | 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 | EE | Benjamin Schrauwen,
Jan M. Van Campenhout:
Linking non-binned spike train kernels to several existing spike train metrics.
ESANN 2006: 41-46 |
7 | EE | Benjamin Schrauwen,
Jan M. Van Campenhout:
Parallel hardware implementation of a broad class of spiking neurons using serial arithmetic.
ESANN 2006: 623-628 |
6 | EE | Michiel D'Haene,
Benjamin Schrauwen,
Dirk Stroobandt:
Accelerating Event Based Simulation for Multi-synapse Spiking Neural Networks.
ICANN (1) 2006: 760-769 |
5 | EE | David Verstraeten,
Benjamin Schrauwen,
Dirk Stroobandt:
Reservoir-based techniques for speech recognition.
IJCNN 2006: 1050-1053 |
4 | EE | Benjamin Schrauwen,
Jan M. Van Campenhout:
Backpropagation for Population-Temporal Coded Spiking Neural Networks.
IJCNN 2006: 1797-1804 |
2005 |
3 | EE | Hendrik Eeckhaut,
Harald Devos,
Benjamin Schrauwen,
Mark Christiaens,
Dirk Stroobandt:
A Hardware-Friendly Wavelet Entropy Codec for Scalable Video.
DATE 2005: 14-19 |
2 | EE | David Verstraeten,
Benjamin Schrauwen,
Dirk Stroobandt:
Isolated word recognition using a Liquid State Machine.
ESANN 2005: 435-440 |
1 | EE | 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) |