Ghent University Academic Bibliography

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Experimental realization of integrated photonic reservoir computing for nonlinear fiber distortion compensation

Stijn Sackesyn (UGent) , Chonghuai Ma (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2021) OPTICS EXPRESS. 29(20). p.30991-30997
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Populations of spiking neurons for reservoir computing : closed loop control of a compliant quadruped

Alexander Vandesompele, Gabriel Urbain, Francis wyffels (UGent) and Joni Dambre (UGent)

(2019) COGNITIVE SYSTEMS RESEARCH. 58. p.317-323
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Dual Rectified Linear Units (DReLUs) : a replacement for tanh activation functions in quasi-recurrent neural networks

Fréderic Godin, Jonas Degrave (UGent) , Joni Dambre (UGent) and Wesley De Neve (UGent)

(2018) PATTERN RECOGNITION LETTERS. 116. p.8-14
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Reward-modulated Hebbian plasticity as leverage for partially embodied control in compliant robotics

Jeroen Burms (UGent) , Ken Caluwaerts and Joni Dambre (UGent)

(2015) FRONTIERS IN NEUROBOTICS. 9(9).
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Trainable hardware for dynamical computing using error backpropagation through physical media

Michiel Hermans (UGent) , Michaël Burm (UGent) , Thomas Van Vaerenbergh (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2015) NATURE COMMUNICATIONS. 6.
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Excitability in optically injected microdisk lasers with phase controlled excitatory and inhibitory response

Koen Alexander, Thomas Van Vaerenbergh (UGent) , Martin Fiers (UGent) , Pauline Mechet (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2013) OPTICS EXPRESS. 21(22). p.26182-26191
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Information processing capacity of dynamical systems

Joni Dambre (UGent) , David Verstraeten (UGent) , Benjamin Schrauwen (UGent) and Serge Massar

(2012) SCIENTIFIC REPORTS. 2. p.1-7

Academic Bibliography

Experimental realization of integrated photonic reservoir computing for nonlinear fiber distortion compensation

Populations of spiking neurons for reservoir computing : closed loop control of a compliant quadruped

Dual Rectified Linear Units (DReLUs) : a replacement for tanh activation functions in quasi-recurrent neural networks

Reward-modulated Hebbian plasticity as leverage for partially embodied control in compliant robotics

Trainable hardware for dynamical computing using error backpropagation through physical media

Excitability in optically injected microdisk lasers with phase controlled excitatory and inhibitory response

Information processing capacity of dynamical systems

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