Sign backpropagation: An on-chip learning algorithm for analog RRAM neuromorphic computing systems.
Qingtian ZhangHuaqiang WuPeng YaoWenqiang ZhangBin GaoNing DengHe QianPublished in: Neural Networks (2018)
Keyphrases
- back propagation
- computing systems
- analog vlsi
- learning algorithm
- circuit design
- artificial neural networks
- feed forward
- mixed signal
- neural network
- training algorithm
- bp algorithm
- hidden layer
- floating gate
- computer systems
- multilayer perceptron
- bp neural network
- backpropagation neural network
- low power
- neural nets
- feed forward neural networks
- multilayer perceptron neural network
- focal plane
- feedforward neural networks
- backpropagation algorithm
- fuzzy logic
- machine learning
- single chip
- parallel computing
- autonomic computing
- rbf network
- learning rules
- backpropagation neural networks
- learning rate
- learning tasks
- genetic algorithm
- training data
- databases
- open source
- software developers
- activation function
- learning scheme