Neuromorphic Online Learning for Spatiotemporal Patterns with a Forward-only Timeline

Zhenhang Zhang, Jingang Jin, Haowen Fang +1

Spiking neural networks (SNNs) are bio-plausible computing models with high energy efficiency. The temporal dynamics of neurons and synapses enable them to detect temporal patterns…