| An experimental unification of reservoir computing methods D Verstraeten, B Schrauwen, M d’Haene, D Stroobandt Neural networks 20 (3), 391-403, 2007 | 1154 | 2007 |
| Isolated word recognition with the liquid state machine: a case study D Verstraeten, B Schrauwen, D Stroobandt, J Van Campenhout Information Processing Letters 95 (6), 521-528, 2005 | 440 | 2005 |
| The interpretation and application of Rent's rule P Christie, D Stroobandt IEEE Transactions on Very Large Scale Integration (VLSI) Systems 8 (6), 639-648, 2000 | 343 | 2000 |
| An overview of today’s high-level synthesis tools W Meeus, K Van Beeck, T Goedemé, J Meel, D Stroobandt Design Automation for Embedded Systems 16, 31-51, 2012 | 266 | 2012 |
| Improving reservoirs using intrinsic plasticity B Schrauwen, M Wardermann, D Verstraeten, JJ Steil, D Stroobandt Neurocomputing 71 (7-9), 1159-1171, 2008 | 261 | 2008 |
| Reservoir-based techniques for speech recognition D Verstraeten, B Schrauwen, D Stroobandt The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006 | 155 | 2006 |
| Pruning and regularization in reservoir computing X Dutoit, B Schrauwen, J Van Campenhout, D Stroobandt, H Van Brussel, ... Neurocomputing 72 (7-9), 1534-1546, 2009 | 131 | 2009 |
| Event detection and localization for small mobile robots using reservoir computing EA Antonelo, B Schrauwen, D Stroobandt Neural Networks 21 (6), 862-871, 2008 | 116 | 2008 |
| A priori wire length estimates for digital design D Stroobandt Springer Science & Business Media, 2001 | 109 | 2001 |
| Generating synthetic benchmark circuits for evaluating CAD tools D Stroobandt, P Verplaetse, J Van Campenhout IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2000 | 101 | 2000 |
| Stable output feedback in reservoir computing using ridge regression F Wyffels, B Schrauwen, D Stroobandt International conference on artificial neural networks, 808-817, 2008 | 91 | 2008 |
| Accurate interconnection length estimations for predictions early in the design cycle D Stroobandt, JV Campenhout VLSI Design 10 (1), 1-20, 1999 | 69 | 1999 |
| Reservoir computing with stochastic bitstream neurons D Verstraeten, B Schrauwen, D Stroobandt Proceedings of the 16th annual Prorisc workshop, 454-459, 2005 | 62 | 2005 |
| Automatically mapping applications to a self-reconfiguring platform K Bruneel, F Abouelella, D Stroobandt 2009 Design, Automation & Test in Europe Conference & Exhibition, 964-969, 2009 | 61 | 2009 |
| Effects of global interconnect optimizations on performance estimation of deep submicron design Y Cao, C Hu, X Huang, AB Kahng, S Muddu, D Stroobandt, D Sylvester IEEE/ACM International Conference on Computer Aided Design. ICCAD-2000. IEEE …, 2000 | 59 | 2000 |
| Towards an extension of Rent’s rule for describing local variations in interconnection complexity H Van Marck, D Stroobandt, J Van Campenhout Proc. 4th Intl. Conf. for Young Computer Scientists, 136-141, 1995 | 57 | 1995 |
| GTX: The MARCO GSRC technology extrapolation system AE Caldwell, Y Cao, AB Kahng, F Koushanfar, H Lu, IL Markov, M Oliver, ... Proceedings of the 37th Annual Design Automation Conference, 693-698, 2000 | 56 | 2000 |
| Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing P Buteneers, D Verstraeten, P van Mierlo, T Wyckhuys, D Stroobandt, ... Artificial intelligence in medicine 53 (3), 215-223, 2011 | 53 | 2011 |
| Real-time detection of epileptic seizures in animal models using reservoir computing P Buteneers, D Verstraeten, B Van Nieuwenhuyse, D Stroobandt, ... Epilepsy research 103 (2-3), 124-134, 2013 | 52 | 2013 |
| Training energy-based models for time-series imputation P Brakel, D Stroobandt, B Schrauwen The Journal of Machine Learning Research 14 (1), 2771-2797, 2013 | 51 | 2013 |
Benjamin SchrauwenProfessor of Machine Learning, Ghent UniversityVerified email at ugent.be
