A tradeoff between generalization and perceptual capacity in recurrent neural networks.
Taylor W. WebbSteven FranklandSimon SegertAlexander A. PetrovRandall C. O'ReillyJonathan CohenPublished in: CogSci (2019)
Keyphrases
- recurrent neural networks
- feed forward
- complex valued
- neural network
- echo state networks
- neural model
- artificial neural networks
- reservoir computing
- trade off
- hidden layer
- feedforward neural networks
- recurrent networks
- hebbian learning
- human perception
- computational complexity
- cascade correlation
- human visual system
- neural models
- low level
- decision making
- real time