87 citations · 202 across the 51 of their papers we have counts for
4 papers · 1 filter
Developmental Plasticity-inspired Adaptive Pruning for Deep Spiking and Artificial Neural Networks
Bing Han, Feifei Zhao, Yi Zeng +1
Developmental plasticity plays a prominent role in shaping the brain's structure during ongoing learning in response to dynamically changing environments. However, the existing net…
BrainCog: A Spiking Neural Network based Brain-inspired Cognitive Intelligence Engine for Brain-inspired AI and Brain Simulation
Yi Zeng, Dongcheng Zhao, Feifei Zhao +16
Spiking neural networks (SNNs) have attracted extensive attentions in Brain-inspired Artificial Intelligence and computational neuroscience. They can be used to simulate biological…
EventMix: An Efficient Augmentation Strategy for Event-Based Data
Guobin Shen, Dongcheng Zhao, Yi Zeng
High-quality and challenging event stream datasets play an important role in the design of an efficient event-driven mechanism that mimics the brain. Although event cameras can pro…
DPSNN: A Differentially Private Spiking Neural Network with Temporal Enhanced Pooling
Jihang Wang, Dongcheng Zhao, Guobin Shen +2
Privacy protection is a crucial issue in machine learning algorithms, and the current privacy protection is combined with traditional artificial neural networks based on real value…