Diagonal Matrix Regression Layer: Training Neural Networks on Resistive Crossbars With Interconnect Resistance Effect.
Yan LiaoBin GaoPeng YaoWenqiang ZhangJianshi TangHuaqiang WuHe QianPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2021)
Keyphrases
- neural network
- multi layer
- training process
- training algorithm
- error back propagation
- feed forward neural networks
- feedforward neural networks
- radial basis function network
- backpropagation algorithm
- high speed
- multi layer perceptron
- pattern recognition
- back propagation
- regression model
- recurrent networks
- model selection
- artificial neural networks
- support vector
- fuzzy logic
- neural network training
- restricted boltzmann machine
- neural network structure
- activation function
- genetic algorithm
- hidden layer
- training set
- neural nets
- training phase
- nonlinear functions
- gaussian processes
- single layer
- output layer
- multilayer perceptron
- self organizing maps
- training samples
- online learning
- supervised learning