Yongan Zhang

O-HAS: Optical Hardware Accelerator Search for Boosting Both Acceleration Performance and Development Speed

2021 · arXiv (Cornell University)

The recent breakthroughs and prohibitive complexities of Deep Neural Networks (DNNs) have excited extensive interest in domain-specific DNN accelerators, among which optical DNN accelerators are particularly promising thanks to their unprecedented potential of achieving superior …

GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models

2023 · arXiv (Cornell University)

The remarkable capabilities and intricate nature of Artificial Intelligence (AI) have dramatically escalated the imperative for specialized AI accelerators. Nonetheless, designing these accelerators for various AI workloads remains both labor- and time-intensive. While existing design …