Large Deviations Properties of Maximum Entropy Markov Chains from Spike Trains.
Rodrigo CofréCesar MaldonadoFernando RosasPublished in: Entropy (2018)
Keyphrases
- maximum entropy
- markov chain
- large deviations
- markov processes
- random fields
- importance sampling
- markov models
- state dependent
- transition probabilities
- steady state
- spike trains
- markov model
- monte carlo
- state space
- stationary distribution
- markov process
- conditional random fields
- stochastic process
- random walk
- queueing systems
- learning algorithm
- higher order
- queue length
- dynamic programming
- stochastic processes
- machine learning