Shiwei Liu

HARDSEA: Hybrid Analog-ReRAM Clustering and Digital-SRAM In-Memory Computing Accelerator for Dynamic Sparse Self-Attention in Transformer

Shiwei Liu, Chen Mu, Hao Jiang et al. · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2023 · 27 citations

Multi-branch CNN and grouping cascade attention for medical image classification

Shiwei Liu, Wenwen Yue, Zhiqing Guo et al. · Scientific Reports · 2024 · 21 citations · Full text

Many-Task Federated Learning: A New Problem Setting and A Simple Baseline

Ruisi Cai, Xiaohan Chen, Shiwei Liu et al. · 2023 · 17 citations

A Communication-Aware DNN Accelerator on ImageNet Using In-Memory Entry-Counting Based Algorithm-Circuit-Architecture Co-Design in 65-nm CMOS

Haozhe Zhu, Chixiao Chen, Shiwei Liu et al. · IEEE Journal on Emerging and Selected Topics in Circuits and Systems · 2020 · 14 citations

Engineering, Communication-aware Dnn Accelerator, Hardware Algorithm +20