NEURAL NETWORK CIRCUIT DEVICE, NEURAL NETWORK, NEURAL NETWORK PROCESSING METHOD AND NEURAL NETWORK EXECUTING PROGRAM

摘要

PROBLEM TO BE SOLVED: To provide a neural network circuit device, a neural network, a neural network processing method and a neural network executing program that do not need a batch normalizing circuit.SOLUTION: A binarizing neural network circuit 100 includes: an input unit 101 which accepts input of an input node for inputting input values x1 to xn (xi) (binary value) and weights w1 to wn (wi); an XNOR gate circuit 102 which receives the input values x1 to xn and the weights w1 to wn, and which takes an XNOR logic; a multi-bit bias W' input unit 110 which accepts input of a multi-bit bias W'; a summing circuit 103 that acquires a sum of each XNOR logic value and the multi-bit bias W'; and an activating circuit 120 that outputs only a sign bit to a signal Y that has the sum.SELECTED DRAWING: Figure 9