| Equilibrium propagation: bridging the gap between energy-based models and backpropagation B Scellier, Y Bengio Frontiers in computational neuroscience 11, 24, 2017 | 170 | 2017 |
| A deep learning framework for neuroscience BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ... Nature neuroscience 22 (11), 1761-1770, 2019 | 122 | 2019 |
| Towards a biologically plausible backprop B Scellier, Y Bengio arXiv preprint arXiv:1602.05179 914, 2016 | 34 | 2016 |
| Generalization of Equilibrium Propagation to Vector Field Dynamics B Scellier, A Goyal, J Binas, T Mesnard, Y Bengio arXiv preprint arXiv:1808.04873, 2018 | 18* | 2018 |
| Equivalence of equilibrium propagation and recurrent backpropagation B Scellier, Y Bengio Neural computation 31 (2), 312-329, 2019 | 17 | 2019 |
| Feedforward initialization for fast inference of deep generative networks is biologically plausible Y Bengio, B Scellier, O Bilaniuk, J Sacramento, W Senn arXiv preprint arXiv:1606.01651, 2016 | 12 | 2016 |
| Updates of equilibrium prop match gradients of backprop through time in an rnn with static input M Ernoult, J Grollier, D Querlioz, Y Bengio, B Scellier Advances in Neural Information Processing Systems 32, 7081-7091, 2019 | 5 | 2019 |
| Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing its Gradient Estimator Bias A Laborieux, M Ernoult, B Scellier, Y Bengio, J Grollier, D Querlioz arXiv preprint arXiv:2006.03824, 2020 | 3 | 2020 |
| Equilibrium Propagation with Continual Weight Updates M Ernoult, J Grollier, D Querlioz, Y Bengio, B Scellier arXiv preprint arXiv:2005.04168, 2020 | 3 | 2020 |
| Training End-to-End Analog Neural Networks with Equilibrium Propagation J Kendall, R Pantone, K Manickavasagam, Y Bengio, B Scellier arXiv preprint arXiv:2006.01981, 2020 | 2 | 2020 |
| Continual Weight Updates and Convolutional Architectures for Equilibrium Propagation M Ernoult, J Grollier, D Querlioz, Y Bengio, B Scellier arXiv preprint arXiv:2005.04169, 2020 | | 2020 |
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
