A new procedure for optimization of hidden layer neurons during learning through gradient descent process of neural network and improvement of performance in the chaos forecasting.
Sanjeev KarmakarShreerup GoswamiPublished in: Iran J. Comput. Sci. (2021)
Keyphrases
- hidden layer
- neural network
- feedforward neural networks
- back propagation
- activation function
- neural nets
- single hidden layer
- error back propagation
- feed forward
- learning rules
- feed forward neural networks
- radial basis function
- recurrent neural networks
- artificial neural networks
- connection weights
- multilayer perceptron
- learning rate
- receptive fields
- training algorithm
- learning algorithm
- hidden neurons
- genetic algorithm
- rbf neural network
- training process
- output layer
- prior knowledge
- pattern recognition
- learning tasks
- optimization algorithm
- supervised learning
- reinforcement learning
- multi layer
- training data
- latent variables
- neural network model
- single layer
- hidden nodes
- extreme learning machine
- expert systems
- machine learning