Dazheng Deng

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

A 28nm 27.5TOPS/W Approximate-Computing-Based Transformer Processor with Asymptotic Sparsity Speculating and Out-of-Order Computing

Yang Wang, Yubin Qin, Dazheng Deng et al. · 2022 IEEE International Solid- State Circuits Conference (ISSCC) · 2022 · 76 citations

Artificial Intelligence, Intelligent Information Processing, Engineering +24

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

A 28nm 276.55TFLOPS/W Sparse Deep-Neural-Network Training Processor with Implicit Redundancy Speculation and Batch Normalization Reformulation

Yang Wang, Yubin Qin, Dazheng Deng et al. · 2021 · 22 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +19