2 papers
cs.LG2026
Determinism in the Undetermined: Deterministic Output in Charge-Conserving Continuous-Time Neuromorphic Systems with Temporal Stochasticity
Jing Yan, Kang You, Zhezhi He +1
Achieving deterministic computation results in asynchronous neuromorphic systems remains a fundamental challenge due to the inherent temporal stochasticity of continuous-time hardw…
cs.AI2024
Obtaining Optimal Spiking Neural Network in Sequence Learning via CRNN-SNN Conversion
Jiahao Su, Kang You, Zekai Xu +2
Spiking neural networks (SNNs) are becoming a promising alternative to conventional artificial neural networks (ANNs) due to their rich neural dynamics and the implementation of en…