3 papers
cs.CV2026
SpikeSMOKE: Spiking Neural Networks for Monocular 3D Object Detection with Cross-Scale Gated Coding
Xuemei Chen, Huamin Wang, Jing Peng +4
With the wide application of 3D object detection in some fields such as autonomous driving, its energy consumption is constantly increasing, making the research on low-power consum…
cs.SD2024
Temporal Information Reconstruction and Non-Aligned Residual in Spiking Neural Networks for Speech Classification
Qi Zhang, Huamin Wang, Hangchi Shen +3
Recently, it can be noticed that most models based on spiking neural networks (SNNs) only use a same level temporal resolution to deal with speech classification problems, which ma…
cs.CV2024
NeuroMoCo: A Neuromorphic Momentum Contrast Learning Method for Spiking Neural Networks
Yuqi Ma, Huamin Wang, Hangchi Shen +3
Recently, brain-inspired spiking neural networks (SNNs) have attracted great research attention owing to their inherent bio-interpretability, event-triggered properties and powerfu…