Tao Yang

SSTDP: Supervised Spike Timing Dependent Plasticity for Efficient Spiking Neural Network Training

Fangxin Liu, Wenbo Zhao, Yongbiao Chen et al. · Frontiers in Neuroscience · 2021 · 59 citations · Full text

Timing Dependent Plasticity, Engineering, Machine Learning +21

PIMGCN: A ReRAM-Based PIM Design for Graph Convolutional Network Acceleration

Tao Yang, Dongyue Li, Yibo Han et al. · 2021 · 36 citations

Engineering, Machine Learning, Computer Architecture +20

DTQAtten: Leveraging Dynamic Token-based Quantization for Efficient Attention Architecture

Tao Yang, Dongyue Li, Zhuoran Song et al. · 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) · 2022 · 24 citations

Engineering, Machine Learning, Computer Architecture +21

DTATrans: Leveraging Dynamic Token-Based Quantization With Accuracy Compensation Mechanism for Efficient Transformer Architecture

Tao Yang, Fei Ma, Xiaoling Li et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2022 · 24 citations

SME: ReRAM-based Sparse-Multiplication-Engine to Squeeze-Out Bit Sparsity of Neural Network

Fangxin Liu, Wenbo Zhao, Zhezhi He et al. · 2021 · 21 citations

Engineering, Machine Learning, Hardware Algorithm +17