IEEE

Stellar: Energy-Efficient and Low-Latency SNN Algorithm and Hardware Co-Design with Spatiotemporal Computation

Abstract: The brain-inspired Spiking Neural Network (SNN) has great potential to reduce energy consumption in AI applications. However, the state-of-the-art SNN algorithms focus on high accuracy and ...
IEEE

Exploring Large Language Models for Verilog Hardware Design Generation

Abstract: Deep Learning Large Language Models (LLMs) have the potential to automate and simplify code writing tasks. One of the emerging applications of LLMs is hardware design, where natural language ...