On the role of synaptic stochasticity in training low-precision neural networks

Carlo Baldassi, Federica Gerace, Hilbert J. Kappen +4

Stochasticity and limited precision of synaptic weights in neural network models are key aspects of both biological and hardware modeling of learning processes. Here we show that a…