Evolutionary algorithms as an alternative to backpropagation for supervised training of Biophysical Neural Networks and Neural ODEs.
James HazeldenYuhan Helena LiuEli ShlizermanEric Shea-BrownPublished in: CoRR (2023)
Keyphrases
- back propagation
- supervised training
- neural network
- evolutionary algorithm
- training algorithm
- neural nets
- feed forward
- artificial neural networks
- network architecture
- multi objective
- genetic algorithm
- feed forward neural networks
- bp neural network
- learning rules
- multilayer perceptron
- hidden layer
- bp algorithm
- feedforward neural networks
- backpropagation algorithm
- activation function
- fuzzy logic
- cascade correlation
- backpropagation neural networks
- differential evolution
- training phase
- pattern recognition
- backpropagation neural network
- unsupervised learning
- learning algorithm
- multi layer
- recognition process
- error back propagation
- recurrent neural networks
- conditional random fields
- back propagation neural network
- expert systems
- optimization algorithm
- neural network model
- membership functions