3 papers
cs.CV2025
Discrete Wavelet Transform-Based Capsule Network for Hyperspectral Image Classification
Zhiqiang Gao, Jiaqi Wang, Hangchi Shen +3
Hyperspectral image (HSI) classification is a crucial technique for remote sensing to build large-scale earth monitoring systems. HSI contains much more information than traditiona…
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…