Engineering recurrent neural networks from task-relevant manifolds and dynamics.
Eli PollockMehrdad JazayeriPublished in: PLoS Comput. Biol. (2020)
Keyphrases
- recurrent neural networks
- recurrent networks
- neural network
- reservoir computing
- feed forward
- echo state networks
- complex valued
- cascade correlation
- artificial neural networks
- feedforward neural networks
- neural model
- long short term memory
- manifold learning
- engineering design
- software engineering
- computer science
- nonlinear dynamic systems
- learning algorithm
- highly nonlinear
- hebbian learning
- chaotic time series
- machine learning