Metaplasticity

Detection of precise spiking motifs using spike-time dependent weight and delay plasticity

Antoine Grimaldi, Camille Besnainou, Hugo Ladret, Laurent U Perrinet

A homeostatic gain control mechanism to improve event-driven object recognition

Antoine Grimaldi, Victor Boutin, Sio-Hoi Ieng, Laurent U Perrinet, Ryad Benosman

A robust bio-inspired approach to event-driven object recognition

Antoine Grimaldi, Victor Boutin, Sio-Hoi Ieng, Laurent U Perrinet, Ryad Benosman

Learning dynamics in a neural network model of the primary visual cortex

Hugo Ladret, Laurent U Perrinet

Efficient learning of sparse image representations using homeostatic regulation

Victor Boutin, Franck Ruffier, Laurent U Perrinet

Efficient learning of sparse image representations using homeostatic regulation

Victor Boutin, Franck Ruffier, Laurent U Perrinet

ANR CausaL (2018/2020)

A dynamic model for decoding direction and orientation in macaque primary visual cortex

Wahiba Taouali, Giacomo Benvenuti, Frédéric Chavane, Laurent U Perrinet

A dynamic model for decoding direction and orientation in macaque primary visual cortex

Wahiba Taouali, Giacomo Benvenuti, Frédéric Chavane, Laurent U Perrinet

Network of integrate-and-fire neurons using Rank Order Coding B: spike timing dependant plasticity and emergence of orientation selectivity

Arnaud Delorme, Laurent U Perrinet, Simon Thorpe, Manuel Samuelides