Computational capabilities of recurrent neural networks based on their attractor dynamics.
Jérémie CabessaAlessandro E. P. VillaPublished in: IJCNN (2015)
Keyphrases
- recurrent neural networks
- recurrent networks
- dynamical systems
- neural network
- computational power
- reservoir computing
- echo state networks
- feed forward
- complex valued
- artificial neural networks
- cellular automata
- hidden layer
- neural model
- long short term memory
- dynamic behavior
- hebbian learning
- feedforward neural networks
- cascade correlation
- fixed point
- nonlinear dynamic systems
- chaotic dynamics
- decision making
- initial conditions
- particle swarm optimization
- real time