Rounding Methods for Neural Networks with Low Resolution Synaptic Weights

Lorenz K. Muller, Giacomo Indiveri

Neural network algorithms simulated on standard computing platforms typically make use of high resolution weights, with floating-point notation. However, for dedicated hardware imp…