Higher-Order Cumulants Drive Neuronal Activity Patterns, Inducing UP-DOWN States in Neural Populations.
Román BaravalleFernando MontaniPublished in: Entropy (2020)
Keyphrases
- activity patterns
- higher order
- spike trains
- high order
- fourth order
- spiking neural networks
- neural mechanisms
- neural network
- primary visual cortex
- single neuron
- natural images
- pairwise
- network architecture
- markov random field
- bio inspired
- motor control
- computational neuroscience
- neural model
- neural fuzzy
- neuronal networks
- lower order
- higher order statistics
- biologically plausible
- low order
- biologically inspired
- sensory inputs
- initial state
- markov models
- finite state machines
- control algorithm