Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Joni Dambre

Anchor Pruning for Object Detection

Apr 01, 2021
Maxim Bonnaerens, Matthias Freiberger, Joni Dambre

  Access Paper or Ask Questions

PyTorch-Hebbian: facilitating local learning in a deep learning framework

Jan 31, 2021
Jules Talloen, Joni Dambre, Alexander Vandesompele

* Presented as a poster at the NeurIPS 2020 Beyond Backpropagation workshop 

  Access Paper or Ask Questions

Populations of Spiking Neurons for Reservoir Computing: Closed Loop Control of a Compliant Quadruped

Apr 14, 2020
Alexander Vandesompele, Gabriel Urbain, Francis wyffels, Joni Dambre

  Access Paper or Ask Questions

Stance Control Inspired by Cerebellum Stabilizes Reflex-Based Locomotion on HyQ Robot

Mar 20, 2020
Gabriel Urbain, Victor Barasuol, Claudio Semini, Joni Dambre, Francis wyffels

  Access Paper or Ask Questions

Towards Deep Physical Reservoir Computing Through Automatic Task Decomposition And Mapping

Oct 25, 2019
Matthias Freiberger, Peter Bienstman, Joni Dambre

* Submitted to the IEEE International Conference on Rebooting Computing 2019; accepted as a poster, will not be presented though 

  Access Paper or Ask Questions

A Differentiable Physics Engine for Deep Learning in Robotics

Nov 24, 2018
Jonas Degrave, Michiel Hermans, Joni Dambre, Francis wyffels

* Submitted for International Conference on Learning Representations 2017 

  Access Paper or Ask Questions

BRUNO: A Deep Recurrent Model for Exchangeable Data

Oct 16, 2018
Iryna Korshunova, Jonas Degrave, Ferenc Huszár, Yarin Gal, Arthur Gretton, Joni Dambre

* NIPS 2018 

  Access Paper or Ask Questions

Training Passive Photonic Reservoirs with Integrated Optical Readout

Oct 08, 2018
Matthias Freiberger, Andrew Katumba, Peter Bienstman, Joni Dambre

* Accepted for publication in IEEE Transactions on Neural Networks and Learning Systems (TNNLS-2017-P-8539.R1), copyright 2018 IEEE. This research was funded by the EU Horizon 2020 PHRESCO Grant (Grant No. 688579) and the BELSPO IAP P7-35 program [email protected] 11 pages, 9 figures 

  Access Paper or Ask Questions

Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules?

Aug 28, 2018
Fréderic Godin, Kris Demuynck, Joni Dambre, Wesley De Neve, Thomas Demeester

* Accepted at EMNLP 2018 

  Access Paper or Ask Questions

Dual Rectified Linear Units (DReLUs): A Replacement for Tanh Activation Functions in Quasi-Recurrent Neural Networks

Oct 31, 2017
Fréderic Godin, Jonas Degrave, Joni Dambre, Wesley De Neve

  Access Paper or Ask Questions

Fast Face-swap Using Convolutional Neural Networks

Jul 27, 2017
Iryna Korshunova, Wenzhe Shi, Joni Dambre, Lucas Theis

  Access Paper or Ask Questions

Improving Language Modeling using Densely Connected Recurrent Neural Networks

Jul 19, 2017
Fréderic Godin, Joni Dambre, Wesley De Neve

* Accepted at Workshop on Representation Learning, ACL2017 

  Access Paper or Ask Questions

Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in Video

Feb 10, 2016
Lionel Pigou, Aäron van den Oord, Sander Dieleman, Mieke Van Herreweghe, Joni Dambre

  Access Paper or Ask Questions

Rotation-invariant convolutional neural networks for galaxy morphology prediction

Mar 24, 2015
Sander Dieleman, Kyle W. Willett, Joni Dambre

* Accepted for publication in MNRAS. 20 pages, 14 figures 

  Access Paper or Ask Questions

Photonic Delay Systems as Machine Learning Implementations

Jan 12, 2015
Michiel Hermans, Miguel Soriano, Joni Dambre, Peter Bienstman, Ingo Fischer

* Journal of Machine Learning Research, vol. 16, pp. 2081-2097 (2015) 

  Access Paper or Ask Questions

Trainable and Dynamic Computing: Error Backpropagation through Physical Media

Jul 24, 2014
Michiel Hermans, Michaël Burm, Joni Dambre, Peter Bienstman

  Access Paper or Ask Questions

Memristor models for machine learning

Jul 14, 2014
Juan Pablo Carbajal, Joni Dambre, Michiel Hermans, Benjamin Schrauwen

* 4 figures, no tables. Submitted to neural computation 

  Access Paper or Ask Questions

Optoelectronic Reservoir Computing

Nov 30, 2011
Yvan Paquot, François Duport, Anteo Smerieri, Joni Dambre, Benjamin Schrauwen, Marc Haelterman, Serge Massar

* Scientific Reports 2, Article number: 287, (2012) 
* Contains main paper and two Supplementary Materials 

  Access Paper or Ask Questions