Jingchuan Wei

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 · 82 citations

Computing, Computer Science, Artificial Intelligence +13

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 · 47 citations

Computing, Computer Science, Artificial Intelligence +13

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 · 27 citations

Computing, Computer Engineering, Computer Science +15

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

Computing, Computer Engineering, Computer Science +17

Ayaka: A Versatile Transformer Accelerator With Low-Rank Estimation and Heterogeneous Dataflow

Yubin Qin, Yang Wang, Dazheng Deng et al. · IEEE Journal of Solid-State Circuits · 2024 · 20 citations

Computing, Computer Engineering, Computer Science +17