Ricky Yuen-Tan Hou

Spiking Generative Models Based on Variational Autoencoder and Adversarial Training

Deep neural networks (DNNs) have demonstrated exceptional performance across a variety of applications, yet they require substantial computing and power resources. In contrast, Spiking Neural Networks (SNNs) offer significant potential for energy-efficient computing due to their binary, event-driven…