叶涛科研成果

教师主页 团队成员 科研项目 研究领域 学术成果 教学 科研分享 新闻动态 疼痛医学中心 成果介绍 软件 毕业去向 加入我们 联系我们 叶涛 Google Scholar ResearcherID 教授 电子与电气工程系 叶涛，博士，南方科技大学纳米科学与应用研究院（INA）及电子与电气工程系教授。博士生导师，也是卡内基梅隆大学电子与计算机工程系兼职教授。1993年清华大学电子工程系毕业，2003 年获美国斯坦福大学(Stanford)博士学位。 主要研究方向是集成电路、EDA、物联网传感器件与柔性电路，物联网边缘计算，类神经电路及人工智能芯片等。在集成电路，物联网，ASIC，人工智能加速芯片设计领域有超过二十年的经验，尤其对定制化芯片(Application Specific Integrated Circuit, ASIC)， 混合集成电路（Mix-Signal IC）有着丰富的学术界及工业界的经历。曾任职香港五所政府研发中心之一的香港物流及供应链管理技术研发中心（LSCM）技术总监，作为项目负责人及首席科学家（Principal Investigator）领导了多个香港政府创新及科技基金项目，直接获得科研经费总额超过五千万港币。曾参与设计出了世界首款微型低功耗的 RFID 标签芯片以及RFID读写器芯片，把 RFID 和手机移动平台结合，使 RFID 技术最终延伸到用户终端，在产品防伪、认证、支付领域产生巨大市场商机。同时，还积极参与了物联网技术的世界标准及协议的制定及实施过程，首创及开发了多种物联网的关键技术。在工业界及学术界都有深厚的合作经验，曾在Synopsys Inc., Analog Devices Inc., Magma Design Automation Inc., Silicon Architects 及多个硅谷公司担任工程负责及顾问职位，也是中科院，香港大学，香港科技大学的兼职教授及香港科技大学物联网中心的首席科学家。 个人简介 个人简介 研究领域 集成电路；EDA；物联网通讯芯片；物联网边缘计算；穿戴传感器件与柔性电路；类神经网络电路及人工智能芯片等。 教学 电路基础， EE104（中文班， 英文班） 专用集成电路设计技术， EE338 集成电路设计和EDA， EE5060 物联网工程基础, EE344 学术成果 查看更多 Recent Journal Publications: “Optimizing CNN Computation Using RISC-V Custom Instruction Sets for Edge Platforms”, S Wang, X Wang, Z Xu, B Chen, C Feng, Q Wang and Terry T Ye*;IEEE Transaction on Computers, 2024/2/5. “qLIF: Mitigating the Memory and Computation Overhead to Implement Spiking Convolutional Neural Networks”, S Li, N Wang, Terry T Ye*; Neural Computing and Applications(Accepted) “e‐Bandage: Exploiting Smartphone as a Therapeutic Device for Cutaneous Wound Treatment”, M Yu, C Yi, S Lin, H Ye, J Xue, J Yin, R Zhong, H Yao, H Liao, Y Zhang, J Yang, Y Guo, X Song,Terry T Ye*; Advanced Intelligent Systems, 2024, 2300494. “Parasitic capacitance modeling and measurements of conductive yarns for e-textile devices”, Z Qu, Z Zhu, Y Liu, M Yu, Terry T Ye*; Nature Communications, 2023, 14 (1):2785. “Wirelessly Pattern Reconfigurable Yagi Antenna Based on Radio Frequency Identification”, C Shen, Z Wang, L Yang, F Mei, Terry T Ye*; International Journal of Antennas and Propagation, 2024. “Skin-Adhesive Flexible Force Sensors Based on Piezoelectric Poly(l-lactic acid) for Human Behavior Recognition”, C Lin, W Wu, H Zhu, Y Qiu, S Cui, W Chen, IS Babichuk, Terry T Ye*, Z Gao*, J, Yang*; Advanced Materials Technologies, 2023, 8(14): 2202142. “A Long‐Range and Nearly Passive RFID‐Controlled Information Metasurface”, Z Wang, C Shen, J Wu, H Xu, Q Cheng*,Terry T Ye*, TJ Cui*; Advanced Optical Materials, 2023, 12(6): 2203114. “Exploiting the Self-Attention Mechanism in Gas Sensor Array (GSA) Data With Neural Networks” N Wang, S Li, Terry T Ye*;IEEE Sensors Journal, 2023, 23 (6), 5988-5996. “Filters in Generalized Box Configuration With Redundant Resonances and Redundant Couplings”, Y Zeng, M Yu*, G Macchiarella, D Lu, Terry T Ye;IEEE Transactions on Microwave Theory and Techniques, 2022, 71(6): 2545-2557. “State-of-the-art: AI-assisted Surrogate Modeling and Optimization for Microwave Filters”, Y Yu, Z Zhang*, QS Cheng*, B Liu, Y Wang, C Guo, Terry T Ye;IEEE Transactions on Microwave Theory and Techniques, 2022,70(11): 4635-4651. “Utilizing Gradient Porous Graphene Substrate as the Solid-Contact Layer To Enhance Wearable Electrochemical Sweat Sensor Sensitivity”, K K Yeung, J Li, T Huang, I I Hosseini, R A Mahdi, M M Alam, H Sun, S Mahshid, J Yang, Terry T Ye*, Z Gao*; Nano Letters, 2022-08-09, 22, 16, 6647–6654. “Battery-less Sensing of Body Movements through Differential Backscattered RFID Signals”, T Wang, S Dai, Y Liu, Terry T Ye*;IEEE Sensors Journal, 2022.05.01, 22(9):8490-8498. “An All-Fabric Tactile-Sensing Keypad with Uni-Modal and Ultrafast Response/Recovery Time for Smart Clothing Applications”, M Chen, L Xu, Y Liu, M Yu, Y Li, Terry T Ye; ACS Applied Materials & Interfaces, 2022, 14(21), 24946–24954. “Multiplication Through a Single Look-Up-Table (LUT) in CNN Inference Computation”, S Xu, Q Wang, X Wang, S Wang, Terry T Ye*; IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2022, 41(6):1916-1928. “Moving target localization and activity/gesture recognition for indoor radio frequency sensing applications”, Y Sun, H Xiong, DKP Tan, T Han, R Du, X Yang, Terry T Ye*;IEEE Sensors Journal, 2021, 21(21):24318-24326. ““Unconventionally Shaped” Antenna Design for UHF RFID Tags”, S Wang, Y Liu, Terry T Ye*; International Journal of Antennas and Propagation, 2021: 9965252. “Coolmax/graphene-oxide functionalized textile humidity sensor with ultrafast response for human activities monitoring”, L Xu, H Zhai, X Chen, Y Liu, M Wang, Z Liu, M Umar, C Ji, Z Chen, L Jin, Y Li*, Terry T Ye*; Chemical Engineering Journal, 2021, 412: 128639. “E-textile battery-less displacement and strain sensor for human activities tracking”, Y Liu, M Yu, B Xia, S Wang, M Wang, M Chen, S Dai, T Wang, Terry T Ye*; IEEE Internet of Things Journal, 2021, 8(22):16486-16497. “A Fast Self-Jamming Cancellation Architecture and Algorithm for Passive RFID Sensor System”, C Shen; H Xiong; X Wang; F Mei; Terry T Ye*；IEEE Communications Letters, 2021, 25(6):2009-2013. “Optical sensor network interrogation system based on nonuniform microwave photonic filters”, D Xiao, L Shao, C Wang, W Lin, F Yu, G Wang, Terry T Ye, W Wang, MI Vai；Optics Express, 2021, 29 (2), 2564-2576. “Broadband and Fast Carrier Cancellation for Backscattered RFID Communications”, H Xiong, C Shen, Terry T Ye*；IEEE Microwave and Wireless Components Letters, 2020, 31 (1), 84-87. “Exploiting Embroidered UHF RFID Antennas as Deformation Sensors”, M Yu, X Shang, M Wang, Y Liu, Terry T Ye*;IEEE Journal of Radio Frequency Identification, 2020, 4(4): 406-413. “Characterization and Modeling of Embroidered NFC Coil Antennas for Wearable Applications”, L Xu, X Chen, S Tan, Z Hu, B Ying, Terry T Ye*, Y Li*；IEEE Sensors Journal, 2020, 20(23) : 14501-14513. “Blind symbol rate estimation based on BPF bank”, C Shen, Terry T Ye*,Elsevier Digital Signal Processing, 2020, 100:102698. “Moisture-Resilient Graphene-dyed Wool Fabric for Strain Sensing”, L Xu, Z Liu, H Zhai, X Chen, R Sun, S Lyu, Y Fan, Y Yi, Z Chen, L Jin, J Zhang, Y Li*, Terry T Ye*;ACS Applied Materials & Interfaces, 2020, 12(11): 13265-13274. “Characterizations and Optimization Techniques of Embroidered RFID Antenna for Wearable Applications”, Y Liu, M Yu, L Xu, Y Li, Terry T Ye*；IEEE Journal of Radio Frequency Identification, 2020, 4(1): 38-45. “Deformation-Resilient Embroidered NFC Antenna and Energy Harvester for Wearable Applications”, L Xu, Z Liu, X Chen, R Sun, Z Hu, Z Zheng, Terry T Ye*, Y Li*；Advanced Intelligent System, 2019, 1(6), 1900056. “Enhanced Output Power of a Freestanding Ball-Based Triboelectric Generator Through the Electrophorus Effect”, T H Choy, F Zhou, W Xu, MC Wong, Terry T Ye, J Hao, Y Chai*; Journal of Materials Chemistry A, 2018, 6(38): 18518-18524.   Recent Conference Papers: “RWriC: A Dynamic Writing Scheme for Variation Compensation for RRAM-based In-Memory Computing”, Y Huang, J He, T Cheng, C Y Tsui，Terry T Ye*; Proceedings of the 61st Design Automation Conference (DAC 2024) “RV-GEMM: Neural Network Inference Acceleration with Near-Memory GEMM Instructions on RISC-V”, X Wang, C Feng, B Chen, Q Wang, Y Huang, Terry T Ye*; 21st ACM International Conference on Computing Frontiers (CF’24) “FlexBits: A Configurable Lightweight RISC-V Micro-Architecture for Flexible Bit-Width Execution”, Z Xu, X Kang, X Wang, B Chen, Terry T Ye*; Proceedings of the 6th IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2024) “RISCV-FNT: A Fast FNT-Based RISC-V Processor for CNN Acceleration”, B Chen, X Wang, Y Huang, Z Xu, Terry T Ye*; Proceedings of the 6th IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2024) “An RFID-Controlled Reconfigurable Intelligent Surface”, C Shen, W Li, Z Wang, Terry T Ye*; 2024 IEEE International Workshop on Antenna Technology (iWAT2024) “An FPGA-based edge computing and accelerating platform for fast diabetic retinopathy diagnosis”, S Li, J Qiu, Y Huang, X Tang, Terry T Ye*; Medical Imaging 2023: Image Processing 12464, 841-848, 2023. “RVComp: Analog Variation Compensation for RRAM-based In-Memory Computing”, J He, Y Huang, M Lastras, Terry T Ye, CY Tsui, KT Cheng; Proceedings of the 28th Asia and South Pacific Design Automation Conference, ASP-DAC 2023, Pages 246-251, 2023. “Respiration Sensing with Embroidered RFID Tags in Face Masks”, M Yu, L Zhong, S Wang, Y Guo, Terry T Ye*; 2023 IEEE 13th International Conference on RFID Technology and Applications, RFID-TA 2023 – Proceedings, Pages 29-32, 2023. “Design and Optimization Techniques of Wireless Transfer System for Readout of in-Vivo Devices”, M Yu, Terry T Ye*; 2022 IEEE 8th International Conference on Computer and Communications, ICCC 2022, Pages 906-911, 2022. “A Method of Fast M-type Approximation on Probabilistic Shaping for Optical Communication”, J Zhu, X Li, Y Lv, Terry Tao Ye*; IEEE 94th Vehicular Technology Conference (VTC2021-Fall), Volume 2021-September, 2021. “55nm CMOS analog circuit implementation of LIF and STDP functions for low-power SNNs”, Z Yang, Z Han, Y Huang, Terry T Ye*; Proceedings of the International Symposium on Low Power Electronics and Design (ISLPED 2021), Volume 2021-July, July 26, 2021. “Analog Circuit Implementation of Neural Networks for In-Sensor Computing”, J Zhu, B Chen, Z Yang, L Meng, Terry T Ye*; Proceedings of IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2021), Volume 2021-July, Pages 150-156, 2021. “Customized Instruction on RISC-V for Winograd-Based Convolution Acceleration”, S Wang, J Zhu, Q Wang, C He, Terry T Ye*; Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors, ASAP2021, Volume 2021-text, Pages 65-68, July 2021. “Wearable deformation sensor with ambient interference rejection using differential backscattered RFID signals”, S Dai, T Wang, Y Liu, Terry T Ye*; 2021 15th Annual IEEE International Conference on RFID, RFID 2021. “Analog Circuit Implementation of Neurons with Multiply-Accumulate and ReLU Functions”, Y Huang, Z Yang, J Zhu, Terry T Ye*；Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI 2020, Pages 493-498, September 7, 2020. “Analog Circuit Implementation of LIF and STDP Models for Spiking Neural Networks”, Z Yang, Y Huang, J Zhu, Terry T Ye*； Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI 2020, Pages 469-474, September 7, 2020. “Coupled Planar Coil (CPC) Antenna as a Displacement Sensor for NFC or HF RFID Tags”, Y Liu, M Wang, Terry T Ye*; 2020 IEEE International Conference on RFID, RFID 2020. “Embroidered Inductive Strain Sensor for Wearable Applications”, Y Liu, M Wang, M Yu, B Xia, Terry T Ye*; 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2020, March 2020. “Fabrics-Based Embroidered Passive Displacement Sensors for On-Body Applications”, Y Liu; M Wang; B Xia; Terry T Ye*; International Conference on Embedded Wireless Systems and Networks, EWSN 2020 – Proceedings, Pages 230-235, May 29, 2020. “Analog Implementation of Reconfigurable Convolution Neural Network Kernels”, J Zhu, Y Huang, Z Yang, X Tang, Terry T Ye*; Proceedings – APCCAS 2019: 2019 IEEE Asia Pacific Conference on Circuits and Systems: Innovative CAS Towards Sustainable Energy and Technology Disruption, Pages 265-268, November 2019. “Improving Symbol Rate Estimation Accuracy by Bandpass Filter Bank”, C Shen, Terry Ye*； International Conference on Communication Technology Proceedings, ICCT, Pages 203-209, October 2019. “Verilog-A Model for MTJ-Based Continuously Tunable Memristors”, Terry Tao Ye, Jimmy (Jian-Gang) Zhu； The International Conference on Memristive Materials, Devices & Systems, MEMRISYS 2019. “Deformation Sensitivity Study of Embroidered UHF RFID Antennas”, M Yu, X Shang, M Wang, Y Liu, Terry T Ye*；2019 IEEE International Conference on RFID Technology and Applications, RFID-TA 2019, Pages 322-326, September 2019. “Transfer Learning for Automatic Cornea Segmentation based on Ocular Staining Images”, J Lyu; J Qiu; L Deng; Y Zhang; T T Ye; X Tang; ACM International Conference Proceeding Series, Pages 108-111, December 5, 2020. “Passive Embroidered Stretch Sensor Utilizing UHF RFID Antennas“, M Yu, S Wang, Y Liu, L Xu, Terry T Ye*; IEEE Ubiquitous Intelligence and Computing, IEEE UIC 2019, Pages 497-501, August 2019. “Textile Based Embroidery-Friendly RFID Antenna Design Techniques”, Y Liu, L Xu, Y Li ; Terry T Ye*; 2019 IEEE International Conference on RFID, RFID 2019, May 21, 2019. 团队成员 查看更多 PrevNext UpDown 加入团队 查看更多 联系我们 联系地址 深圳南山区学苑大道1088号南方科技大学工学院南楼238 办公电话 0755-88018555 电子邮箱 yet@sustech.edu.cn

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