no code implementations • 17 Mar 2024 • Vincent Bouttier, Renaud Jardri, Sophie Deneve
Belief Propagation (BP) is a simple probabilistic inference algorithm, consisting of passing messages between nodes of a graph representing a probability distribution.
no code implementations • NeurIPS 2012 • Ralph Bourdoukan, David Barrett, Sophie Deneve, Christian K. Machens
We define a loss function for the quality of the population read-out and derive the dynamical equations for both neurons and synapses from the requirement to minimize this loss.
