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所在单位:
电子信息与电气工程学院
职称:
副教授
电子邮箱:
zhezhi.he@sjtu.edu.cn
教师拼音名称:
He Zhezhi
学历:
博士研究生毕业
性别:
男
学位:
哲学博士
在职信息:
在职
毕业院校:
亚利桑那州立大学
科学研究
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科学研究
论文成果:
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MetaGater: Fast Learning of Conditional Channel Gated Networks via Federated Meta-Learning .IEEE International Conference on Mobile Ad-Hoc and Smart Systems .2021
PIM-DH: ReRAM-based Processing-in-Memory Architecture for Deep Hashing Acceleration .Proceedings - Design Automation Conference .2022
DTQAtten: Leveraging Dynamic Token-based Quantization for Efficient Attention Architecture .PROCEEDINGS OF THE 2022 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE 2022) .2022
N3H-Core: Neuron-designed Neural Network Accelerator via FPGA-based Heterogeneous Computing Cores .FPGA 2022 - Proceedings of the 2022 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays .2022
EBSP: Evolving Bit Sparsity Patterns for Hardware-Friendly Inference of Quantized Deep Neural Networks .Proceedings - Design Automation Conference .2022
HAWIS: Hardware-Aware Automated WIdth Search for Accurate, Energy-Efficient and Robust Binary Neural Network on ReRAM Dot-Product Engine .Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC .2022
SoBS-X: Squeeze-Out Bit Sparsity for ReRAM-Crossbar-Based Neural Network Accelerator .IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems .2022
SATO: Spiking Neural Network Acceleration via Temporal-Oriented Dataflow and Architecture .Proceedings - Design Automation Conference .2022
DTATrans: Leveraging Dynamic Token-based Quantization with Accuracy Compensation Mechanism for Efficient Transformer Architecture .IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems .2022
Self-Terminating Write of Multi-Level Cell ReRAM for Efficient Neuromorphic Computing .PROCEEDINGS OF THE 2022 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE 2022) .2022
科研项目:
面向近似计算的高效神经元计算系统 -2025/09/01
基于忆阻器的存算一体类脑智能芯片研究 -2024/12/01
高能效全功能存内计算的跨层级设计、评估与优化的研究 -2024/12/01
支持稀疏的AI 编译优化技术项目委托研发合同 -2022/06/01