How to form brain-like memory in spiking neural networks with the help of frequency-induced mechanism

Yunlin Lei, Huiqi Li, Mingrui Li, Yaoyu Chen, Yu Zhang, Zihui Jin, Xu Yang

Abstract: Highlights•This work bridges neuroscience and AI to implement brain-like memory using spiking neural networks.•This work enhances memory generation via frequency-induced mechanisms in spiking neural networks.•This work advances AI toward brain-inspired memory systems.