Benjamin Scellier

Equilibrium Propagation: Bridging the Gap between Energy-Based Models and Backpropagation

Benjamin Scellier, Yoshua Bengio · Frontiers in Computational Neuroscience · 2017 · 460 citations · Full text

Computing, Computer Science, Algorithms +15

Training End-to-End Analog Neural Networks with Equilibrium Propagation

Jack D. Kendall, Ross D. Pantone, Kalpana Manickavasagam et al. · arXiv (Cornell University) · 2020 · 40 citations · Full text

Engineering, Computer Science, Electrical Engineering +17

Towards a Biologically Plausible Backprop

Benjamin Scellier, Yoshua Bengio · arXiv (Cornell University) · 2016 · 31 citations · Full text

Computing, Computer Science, Neuroscience +13

Generalization of Equilibrium Propagation to Vector Field Dynamics

Benjamin Scellier, Anirudh Goyal, Jonathan Binas et al. · arXiv (Cornell University) · 2018 · 19 citations · Full text

Life Sciences, Neuroscience, Computational Neuroscience +16

Feedforward Initialization for Fast Inference of Deep Generative Networks is biologically plausible

Yoshua Bengio, Benjamin Scellier, Olexa Bilaniuk et al. · arXiv (Cornell University) · 2016 · 18 citations · Full text

Computing, Biology, Neuroscience +17