Neuromorphic processor structure for layer unit event routing of spiking neural network, and control method therefor

Abstract

Proposed are a neuromorphic processor structure for layer unit event routing of a spiking neural network, and a control method therefor. A layer unit event routing method of a spiking neural network, proposed in the present invention, comprises the steps of: optimizing a data structure for performing layer unit event routing by using a neuron address index method including a global index, a layer unit index, and a neuron group index; performing the layer unit event routing by using an LUT for each of the global index, the layer unit index, and the neuron group index; and compressing synapse weight data according to global address operations of the layer unit event routing for the neuron group index.

Dependencies are inferred from the claim text.