Zhuoran Song

DRQ: Dynamic Region-based Quantization for Deep Neural Network Acceleration

Zhuoran Song, Bangqi Fu, Feiyang Wu et al. · 2020 · 90 citations

Convolutional Neural Network, Dynamic Region-based Quantization, Machine Vision +14

SPARK: Scalable and Precision-Aware Acceleration of Neural Networks via Efficient Encoding

Fangxin Liu, Ning Yang, Zongwu Wang et al. · 2024 · 38 citations

ITT-RNA: Imperfection Tolerable Training for RRAM-Crossbar-Based Deep Neural-Network Accelerator

Zhuoran Song, Yanan Sun, Lerong Chen et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2020 · 29 citations

Electrical Engineering, Deep Neural Networks, Engineering +13

VR-DANN: Real-Time Video Recognition via Decoder-Assisted Neural Network Acceleration

Zhuoran Song, Feiyang Wu, Xueyuan Liu et al. · 2020 · 27 citations

Event Camera, Engineering, Video Processing +17

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