dynamic delay 1parameter efficiency 1speech recognition 1spiking neural networks 1temporal processing 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
Congestion-Aware Dynamic Axonal Delay for Spiking Neural Networks
Dewei Bai, Hongxiang Peng, Yunyun Zeng +2
The paper introduces a congestion‑aware dynamic axonal delay mechanism for spiking neural networks that combines a static base delay with an activity‑conditioned shift, improving t…
cs.CV2026
Vision SmolMamba: Spike-Guided Token Pruning for Energy-Efficient Spiking State-Space Vision Models
Dewei Bai, Hongxiang Peng, Yunyun Zeng +3
Spiking Transformers have shown strong potential for long-range visual modeling through spike-driven self-attention. However, their quadratic token interactions remain fundamentall…