Reward-Modulated Hebbian Plasticity as Leverage for Partially Embodied Control in Compliant Robotics

por Burms, Jeroen, Caluwaerts, Ken, Dambre, Joni
Publicado 2015

Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch

por Laporte, Floris, Dambre, Joni, Bienstman, Peter
Publicado 2019

A training algorithm for networks of high-variability reservoirs

por Freiberger, Matthias, Bienstman, Peter, Dambre, Joni
Publicado 2020

Simulating self-learning in photorefractive optical reservoir computers

por Laporte, Floris, Dambre, Joni, Bienstman, Peter
Publicado 2021

Experimental results on nonlinear distortion compensation using photonic reservoir computing with a single set of weights for different wavelengths

por Gooskens, Emmanuel, Sackesyn, Stijn, Dambre, Joni, Bienstman, Peter
Publicado 2023

Information Processing Capacity of Dynamical Systems

por Dambre, Joni, Verstraeten, David, Schrauwen, Benjamin, Massar, Serge
Publicado 2012

Automated Design of Complex Dynamic Systems

por Hermans, Michiel, Schrauwen, Benjamin, Bienstman, Peter, Dambre, Joni
Publicado 2014

A Differentiable Physics Engine for Deep Learning in Robotics

por Degrave, Jonas, Hermans, Michiel, Dambre, Joni, wyffels, Francis
Publicado 2019

Addressing limited weight resolution in a fully optical neuromorphic reservoir computing readout

por Ma, Chonghuai, Laporte, Floris, Dambre, Joni, Bienstman, Peter
Publicado 2021

Morphological Properties of Mass–Spring Networks for Optimal Locomotion Learning

por Urbain, Gabriel, Degrave, Jonas, Carette, Benonie, Dambre, Joni, Wyffels, Francis
Publicado 2017

Body Randomization Reduces the Sim-to-Real Gap for Compliant Quadruped Locomotion

por Vandesompele, Alexander, Urbain, Gabriel, Mahmud, Hossain, wyffels, Francis, Dambre, Joni
Publicado 2019

Machine learning issues and opportunities in ultrafast particle classification for label-free microflow cytometry

por Lugnan, Alessio, Gooskens, Emmanuel, Vatin, Jeremy, Dambre, Joni, Bienstman, Peter
Publicado 2020

Trainable hardware for dynamical computing using error backpropagation through physical media

por Hermans, Michiel, Burm, Michaël, Van Vaerenbergh, Thomas, Dambre, Joni, Bienstman, Peter
Publicado 2015

Low-Loss Photonic Reservoir Computing with Multimode Photonic Integrated Circuits

por Katumba, Andrew, Heyvaert, Jelle, Schneider, Bendix, Uvin, Sarah, Dambre, Joni, Bienstman, Peter
Publicado 2018

Comparing different nonlinearities in readout systems for optical neuromorphic computing networks

por Ma, Chonghuai, Lambrecht, Joris, Laporte, Floris, Yin, Xin, Dambre, Joni, Bienstman, Peter
Publicado 2021

Enabling Automated Device Size Selection for Transcatheter Aortic Valve Implantation

por Astudillo, Patricio, Mortier, Peter, Bosmans, Johan, De Backer, Ole, de Jaegere, Peter, De Beule, Matthieu, Dambre, Joni
Publicado 2019

Automatic Detection of the Aortic Annular Plane and Coronary Ostia from Multidetector Computed Tomography

por Astudillo, Patricio, Mortier, Peter, Bosmans, Johan, De Backer, Ole, de Jaegere, Peter, Iannaccone, Francesco, De Beule, Matthieu, Dambre, Joni
Publicado 2020

Combining Evolutionary and Adaptive Control Strategies for Quadruped Robotic Locomotion

por Massi, Elisa, Vannucci, Lorenzo, Albanese, Ugo, Capolei, Marie Claire, Vandesompele, Alexander, Urbain, Gabriel, Sabatini, Angelo Maria, Dambre, Joni, Laschi, Cecilia, Tolu, Silvia, Falotico, Egidio
Publicado 2019

Automated diagnosis of temporal lobe epilepsy in the absence of interictal spikes

por Verhoeven, Thibault, Coito, Ana, Plomp, Gijs, Thomschewski, Aljoscha, Pittau, Francesca, Trinka, Eugen, Wiest, Roland, Schaller, Karl, Michel, Christoph, Seeck, Margitta, Dambre, Joni, Vulliemoz, Serge, van Mierlo, Pieter
Publicado 2017