Data structure for improved software implementation of a neural network

摘要

A data structure for processing a neural network, and a method of processing a neural network are disclosed. The data structure, which is in a memory device, includes a first data structure portion and a second data structure portion within the memory device. The first data structure portion includes a first plurality of sequential memory locations. Each of the first plurality of sequential memory locations stores a respective input data signal value to be provided to respective inputs of both a first neuron and a second neuron of a first layer of the neural network. The second data structure portion includes a second plurality of sequential memory locations. Each of the second plurality of sequential memory locations stores a respective weight value corresponding to a respective input of a respective one of the first neuron and the second neuron.