Search Results for author: Gaëtan Vignoud

Found 2 papers, 1 papers with code

On the Spontaneous Dynamics of Synaptic Weights in Stochastic Models with Pair-Based STDP

no code implementations15 Nov 2021 Philippe Robert, Gaëtan Vignoud

In the case of inhibitory synapse the pairing schemes matter less, and we observe convergence of the synaptic weight to a non-null value only for Hebbian STDP.

A Variational Inequality Perspective on Generative Adversarial Networks

1 code implementation ICLR 2019 Gauthier Gidel, Hugo Berard, Gaëtan Vignoud, Pascal Vincent, Simon Lacoste-Julien

Generative adversarial networks (GANs) form a generative modeling approach known for producing appealing samples, but they are notably difficult to train.

Misconceptions

Cannot find the paper you are looking for? You can Submit a new open access paper.