The Spiking Neural Network (SNN), as one of the biologically inspired neural network infrastructures, has drawn increasing attention recently. It adopts binary spike activations to transmit ...
Abstract: Ternary logic has received considerable attention in the past decade for its advantages of reduced chip area and reduced chip interconnect compared to traditional binary logic. Carbon ...
Abstract: We present a memory and computation efficient ternary weight networks (TWNs) - with weights constrained to +1, 0 and -1. The Euclidian distance between full (float or double) precision ...