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Direct training of hardware-friendly weight binarized spiking neural network with surrogate gradient learning towards spatio-temporal event-based dynamic data recognition

Guanchao Qiao, Ning Ning, Y. Zuo, S. G. Hu, Qi Yu, Yang Liu

2021Neurocomputing26 citationsDOI

Topics & Concepts

Neuromorphic engineeringSpiking neural networkComputer scienceMNIST databaseSpike (software development)Computer hardwareArtificial neural networkArtificial intelligencePattern recognition (psychology)Software engineeringAdvanced Memory and Neural ComputingNeural dynamics and brain functionPhotoreceptor and optogenetics research
Direct training of hardware-friendly weight binarized spiking neural network with surrogate gradient learning towards spatio-temporal event-based dynamic data recognition | Litcius