The Hamiltonian Brain: Efficient Probabilistic Inference with Excitatory-Inhibitory Neural Circuit Dynamics.
Laurence AitchisonMáté LengyelPublished in: PLoS Comput. Biol. (2016)
Keyphrases
- probabilistic inference
- graphical models
- spiking neural networks
- belief networks
- bayesian networks
- efficient inference
- approximate inference
- influence diagrams
- conditional probabilities
- message passing
- weighted model counting
- neural network
- context specific independence
- machine learning
- bayesian belief networks
- biologically plausible
- elimination algorithm
- visual cortex
- variable elimination
- feed forward
- exact inference
- classification accuracy
- dynamic programming