A multisynaptic spiking neuron for simultaneously encoding spatiotemporal dynamics

Abstract Spiking neural networks (SNNs) are biologically more plausible and computationally more powerful than artificial neural networks due to their intrinsic temporal dynamics. However, vanilla spiking neurons struggle to simultaneously encode spatiotemporal dynamics of inputs. Inspired by biolog...

Full description

Saved in:
Bibliographic Details
Main Authors: Liangwei Fan, Hui Shen, Xiangkai Lian, Yulin Li, Man Yao, Guoqi Li, Dewen Hu
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-025-62251-6
Tags: Add Tag
No Tags, Be the first to tag this record!