GitHub

Event-Driven Spiking Neural Network Accelerator for FPGA

This project implements a complete event-driven spiking neural network (SNN) accelerator on FPGA with seamless PyTorch integration for training and deployment. The design uses Accumulate-only (AC) ...
IEEE

Efficient Spatial-Channel Spiking Neural Network for Multimodal Remote Sensing Data ...

Abstract: XinMultimodal remote sensing data always comprise hyperspectral image, light detection and ranging data, and synthetic-aperture radar. Different modalities supply complementary information ...
IEEE

Photonic Spiking Neural Network with Coupled Passive Silicon Microring Resonators

Abstract: Spiking neural networks (SNNs) combine analog (spike timing) and digital (spiking/quiescence) processing for efficient information handling. We experimentally demonstrate a photonic SNN ...