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1. (WO2018137411) NEURAL NETWORK INFORMATION CONVERSION METHOD AND SYSTEM, AND COMPUTER DEVICE

Pub. No.:    WO/2018/137411    International Application No.:    PCT/CN2017/114660
Publication Date: Fri Aug 03 01:59:59 CEST 2018 International Filing Date: Wed Dec 06 00:59:59 CET 2017
IPC: G06N 3/04
Applicants: TSINGHUA UNIVERSITY
清华大学
Inventors: PEI, Jing
裴京
SHI, Luping
施路平
WU, Zhenzhi
吴臻志
LI, Guoqi
李国齐
DENG, Lei
邓磊
Title: NEURAL NETWORK INFORMATION CONVERSION METHOD AND SYSTEM, AND COMPUTER DEVICE
Abstract:
A neural network information conversion method and system, and a computer device. The method comprises: receiving neuron input information input by a preceding neuron, wherein same comprises receiving artificial neuron input information input by a preceding artificial neuron or receiving spiking neuron input information input by a preceding spiking neuron (S1); according to the artificial neuron input information input by the preceding artificial neuron, converting the artificial neuron input information into the spiking neuron conversion information by means of a pre-set artificial information conversion algorithm (S2); or, according to the spiking neuron input information, converting the spiking neuron input information into the artificial neuron conversion information by means of a pre-set spiking information conversion algorithm (S3); and outputting the spiking neuron conversion information or the artificial neuron conversion information (S4). The method realizes a method by means of which two different types of neuron information are simultaneously compatible in a neural network, thereby improving the information processing capability of the neural network.