most citedTowards Efficient and Accurate Spiking Neural Networks via Adaptive Bit Allocation

1 citations · 1 across the 2 of their papers we have counts for

collaborators
Showing cs.NEShow all

2 papers · 1 filter

cs.NE2026

Advancing Direct Training for Spiking Neural Networks with Circulate-Firing Neurons and Learnable Gradients

Feifan Zhou, Xiang Wei, Yang Liu +1

Spiking Neural Networks (SNNs) have emerged with promising energy-efficient property, yet a substantial performance gap persists compared to Artificial Neural Networks (ANNs). This…

cs.NE2025★ 1 cited

Towards Efficient and Accurate Spiking Neural Networks via Adaptive Bit Allocation

Xingting Yao, Qinghao Hu, Fei Zhou +4

Multi-bit spiking neural networks (SNNs) have recently become a heated research spot, pursuing energy-efficient and high-accurate AI. However, with more bits involved, the associat…