Emergence of functional and structural properties of the head direction system by optimization of recurrent neural networks.
Christopher J. CuevaPeter Y. WangMatthew ChinXue-Xin WeiPublished in: ICLR (2020)
Keyphrases
- structural properties
- recurrent neural networks
- neural network
- feed forward
- echo state networks
- recurrent networks
- complex valued
- global optimization
- tree width
- artificial neural networks
- optimization problems
- reservoir computing
- topological properties
- long short term memory
- neural model
- feedforward neural networks
- network evolution
- chaotic time series
- nonlinear dynamic systems
- optimization algorithm
- cascade correlation
- horizontal and vertical directions
- knowledge base
- back propagation