[21a-C201-1~11] FS.1 Focused Session "AI Electronics"

[21a-C201-1] Analysis on learning in neural network with stochastic binary/ternary synapses

〇Takao Marukame¹, Kumiko Nomura¹, Koichi Mizushima¹, Yoshifumi Nishi¹ (1.Toshiba RDC)

Keywords:neuromorphic computer, synapse, stochastic learning

Efficient learning methods in hardware is required to expand the application of neural networks (NNs). We report our analysis of a new learning method using stochastic binary/ternary synapses for implementing learning functions in lightweight NN analog-neuron circuits.