Fast inference of interactions in assemblies of stochastic integrate-and-fire neurons from spike recordings.
Rémi MonassonSimona CoccoPublished in: J. Comput. Neurosci. (2011)
Keyphrases
- action potentials
- spiking neurons
- spike trains
- hodgkin huxley
- neuronal networks
- neural network
- sum product
- probabilistic inference
- inference process
- tree grammars
- boltzmann machines
- belief networks
- single neuron
- learning rules
- stochastic simulation
- monte carlo
- dynamic bayesian networks
- visual cortex
- hidden layer
- bayesian networks