Yang Wang

FACT: FFN-Attention Co-optimized Transformer Architecture with Eager Correlation Prediction

Yubin Qin, Yang Wang, Dazheng Deng et al. · 2023 · 87 citations · Full text

Eager Correlation Prediction, Engineering, Machine Learning +15

Evolver: A Deep Learning Processor With On-Device Quantization–Voltage–Frequency Tuning

Fengbin Tu, Weiwei Wu, Yang Wang et al. · IEEE Journal of Solid-State Circuits · 2020 · 52 citations

Deep Learning Processors, Engineering, Machine Learning +11

An Energy-Efficient Transformer Processor Exploiting Dynamic Weak Relevances in Global Attention

Yang Wang, Yubin Qin, Dazheng Deng et al. · IEEE Journal of Solid-State Circuits · 2022 · 45 citations

Artificial Intelligence, Cnn Processor, Engineering +16

Trainer: An Energy-Efficient Edge-Device Training Processor Supporting Dynamic Weight Pruning

Yang Wang, Yubin Qin, Dazheng Deng et al. · IEEE Journal of Solid-State Circuits · 2022 · 24 citations

PL-NPU: An Energy-Efficient Edge-Device DNN Training Processor With Posit-Based Logarithm-Domain Computing

Yang Wang, Dazheng Deng, Leibo Liu et al. · IEEE Transactions on Circuits and Systems I Regular Papers · 2022 · 22 citations

Engineering, Machine Learning, Edge Device +16