Toward on-chip acceleration of the backpropagation algorithm using nonvolatile memory.
Pritish NarayananAlessandro FumarolaLucas L. SanchesKohji HosokawaScott C. LewisRobert M. ShelbyGeoffrey W. BurrPublished in: IBM J. Res. Dev. (2017)
Keyphrases
- backpropagation algorithm
- back propagation
- neural network
- backpropagation learning algorithm
- feedforward neural networks
- multilayer perceptron
- feed forward neural networks
- learning rate
- multilayer feedforward
- hidden layer
- memory subsystem
- multi layer perceptron
- activation function
- flash memory
- memory access
- random access memory
- artificial neural networks
- learning algorithm
- feed forward
- level parallelism
- processor core
- optimization algorithm
- power dissipation