Benchmarking Spiking Neural Network Learning Methods With Varying Locality

Spiking Neural Networks (SNNs), providing more realistic neuronal dynamics, have been shown to achieve performance comparable to Artificial Neural Networks (ANNs) in several machine learning tasks. Information is processed as spikes within SNNs in an event-based mechanism that significantly reduces...

Full description

Saved in:
Bibliographic Details
Main Authors: Jiaqi Lin, Sen Lu, Malyaban Bal, Abhronil Sengupta
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11053212/
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items