叶涛，南方科技大学纳米科学与应用研究院（INA）兼电子与电气工程系教授、卡内基梅隆大学电子与计算机工程系兼职教授。本科毕业于清华大学电子工程系，在美国斯坦福大学（Stanford）电子工程系获得博士学位。主要研究方向是集成电路、EDA、物联网传感器件与柔性电路、类神经网络电路及人工智能芯片等。在集成电路设计及物联网技术领域有超过二十年的经验。

叶涛教授在集成电路设计及EDA领域有超过二十年的经验，尤其对定制化芯片（ASIC，Application Specific Integrated Circuit），混合集成电路（Mix-Signal IC）有着丰富的学术界及工业界的经历。曾任多个EDA公司和芯片设计公司的主要研发成员和研究主管。在Synopsys期间负责基于Design Ware的ASIC设计流程开发。在物联网芯片公司Impinj Inc.作为最早的主要研发人员，开发出世界第一款超高频RFID芯片。后任香港五所政府研发中心之一的香港物流及供应链技术中心（LSCM）研发总监，作为项目负责人及首席科学家领导了多个香港政府创新及科技基金项目。带领团队设计出国内首款微型低功耗的RFID读写器芯片，并将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、支付领域产生巨大商机。还参与了EPC Global无线射频识别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，包括RFID核心芯片设计制作、和包装结合的天线设计、物联网及RFID通信安全、NFC移动支付等一系列核心技术。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。担任多个国际标准委员会（ISO）成员、IEEE及国际学术会议主席、国际学术期刊编辑及学术委员会成员、以及国际自动识别协会AIM的专家委员会成员和AIM亚洲分会首席科学家。

教育经历

1993.07  清华大学  物理电子技术  学士 

2004.01  美国斯坦福大学  电子工程  博士

工作经历

2023.10 至今：南方科技大学，纳米科学与应用研究院（INA）兼电子与电气工程系，教授

2018.01 至今：南方科技大学，电子与电气工程系，教授

2015.01 至今：卡内基梅隆大学，电子与计算机工程系，兼职教授

2015.01 至 2017.12：中山大学-卡内基梅隆大学联合工程学院，电子与计算机工程，教授

2007.01 至 2014.12：香港政府研发中心-物流及供应技术研发中心（LSCM），研发总监

2004.10 至 2007.01：美国Impinj Inc.，研发部，研发总监

研究方向

集成电路；EDA；物联网通讯芯片；物联网边缘计算；物联网传感器件与柔性电路、类神经网络电路及人工智能芯片等

所获荣誉

2019年，美国爱迪生发明奖（教育科技类）

2014年，美国红鲱鱼（Red Herring）全球100强创新企业（联合创始人）

2012年，第十届中国科技创业计划大赛最高奖—海创奖 (联合创始人)

2001年，Synopsys. Inc 全球员工年度最突出贡献个人奖——年度贡献奖

代表文章

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.

• “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.

• “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.

• “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.

代表著作与论文

• “Antennas Manufactured from Conductive Fabric Materials”，
  Terry T Ye*, M Yu, Y Liu, APY Lau, HT Si; Book Chapter in “Materials in Advanced Manufacturing”, Publisher: CRC Press, 2022, Pages 8-1 ~ 8-29.
  ISBN: 978-1-0031-8214-6.

• “Networks on chips: Energy-efficient design of SoC interconnect”，
  L Benini, Terry T Ye, G D Micheli; Book Chapter in “Low-Power Processors and Systems on Chips”, Publisher: CRC Press, 2004, Pages 13-1 ~ 13-161, January 2005.
  ISBN: 978-142003720-3; 978-084936700-7.

• “Networks on chips: Energy-efficient design of SoC interconnect”，
  L Benini, Terry T Ye, G D Micheli; Book Chapter in “Low-Power Electronics Design”, Publisher: CRC Press, 2004, Pages 30-1 ~ 30-161, January 2004.
  ISBN: 978-142003955-9; 978-084931941-9.