Neural Netw 2021 May 16;143:74-87. Epub 2021 May 16.
Center for Neurointelligence, School of Medicine, Chongqing University, No.174 Shazhengjie, Shapingba, Chongqing 400044, PR China; AI Research Center, Peng Cheng Laboratory, No.2, Xingke First Street, Nanshan District, Shenzhen 518005, PR China. Electronic address:
Spatio-temporal information processing is fundamental in both brain functions and AI applications. Current strategies for spatio-temporal pattern recognition usually involve explicit feature extraction followed by feature aggregation, which requires a large amount of labeled data. In the present study, motivated by the subcortical visual pathway and early stages of the auditory pathway for motion and sound processing, we propose a novel brain-inspired computational model for generic spatio-temporal pattern recognition. Read More