A state space approach for piecewise-linear recurrent neural networks for identifying computational dynamics from neural measurements.
Daniel DurstewitzPublished in: PLoS Comput. Biol. (2017)
Keyphrases
- reservoir computing
- recurrent neural networks
- piecewise linear
- recurrent networks
- state space
- neural model
- dynamic programming
- hebbian learning
- neural network
- dynamical systems
- feed forward
- chaotic map
- artificial neural networks
- neural models
- echo state networks
- regression algorithm
- nonlinear dynamic systems
- finite sets
- hyperplane
- chaotic time series