Browsing by author "Verstraeten, D."

Adapting reservoirs to get Gaussian distributions

Verstraeten, D.; Schrauwen, B.; Van Campenhout, Jan (2007)

An experimental unification of reservoir computing methods

Verstraeten, D.; Schrauwen, B.; D'Haene, M.; Stroobandt, Dirk (2007)

An overview of reservoir computing: theory, applications and implementations

Schrauwen, B.; Verstraeten, D.; Van Campenhout, Jan (2007)

Band-pass reservoir computing

Wyffels, F.; Schrauwen, B.; Verstraeten, D.; Stroobandt, Dirk (2008)

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

Schrauwen, B.; D'Haene, M.; Verstraeten, D.; Van Campenhout, Jan (2007)

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

Schrauwen, B.; D'Haene, M.; Verstraeten, D.; Stroobandt, Dirk (2008)

Delays in photonic reservoir computing with semiconductor optical amplifiers

Vandoorne, Kristof; Dambre, J.; Verstraeten, D.; Schrauwen, B.; Bienstman, Peter (2010)

Improving reservoirs using intrinsic plasticity

Schrauwen, B.; Wardermann, M.; Verstraeten, D.; Steil, J.; Stroobandt, Dirk (2008)

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

Verstraeten, D.; Schrauwen, B.; Stroobandt, Dirk; Van Campenhout, Jan (2005)

Pattern classification with CNNs as reservoirs

Verstraeten, D.; Xavier-de-Souza, S.; Schrauwen, B.; Suykens, J.; Stroobandt, Dirk; Vandewalle, J. (2008)

Photonic reservoir computing as a new paradigm for optical information processing

Bienstman, Peter; Vandoorne, Kristof; Fiers, Martin; Verstraeten, D.; Dambre, J.; Schrauwen, B. (2010)

Photonic reservoir computing with coupled semiconductro optical amplifiers

Vandoorne, Kristof; Dierckx, W.; Schrauwen, B.; Verstraeten, D.; Bienstman, Peter; Baets, Roel; Van Campenhout, Jan (2008-08)

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

Schrauwen, B.; Defour, J.; Verstraeten, D.; Van Campenhout, Jan (2007)

Toward optical signal processing using Photonic Reservoir Computing

Vandoorne, Kristof; Dierckx, W.; Schrauwen, B.; Verstraeten, D.; Baets, Roel; Bienstman, Peter; Van Campenhout, Jan (2008)