zhuHQ

APOLLO. APOLLO: SGD-like Memory, AdamW-level Performance; MLSys'25 Oustanding Paper Honorable Mention

Lightening-Transformer. Lightening-Transformer: A Dynamically-operated Optically-interconnected Photonic Transformer Accelerator, HPCA'24

PACE-Light. PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices, NeurIPs 2024

Lightening-Transformer-AE. Artifact evaluation for HPCA'24 paper Lightening-Transformer: A Dynamically-operated Optically-interconnected Photonic Transformer Accelerator

AICircuit. The implementation of AICircuit: A Multi-Level Dataset and Benchmark for AI-Driven Analog Integrated Circuit Design

ELight. Implementation of efficient and aging-resilient photonic in-memory neurocomputing engine, ASP-DAC 2022

Coursera-ML-AndrewNg-Notes. 吴恩达老师的机器学习课程个人笔记

Butterfly_Acc. The codes and artifacts associated with our MICRO'22 paper titled: "Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design"

Coursera_ML_Exercise. 吴恩达机器学习公开课作业中文版本以及Python实现

Neural-Networks-on-Silicon. This is a collection of works on neural networks and neural accelerators.