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叶涛
教授
86-755-88018545
yet@sustc.edu.cn

叶涛,博士,江南捕鱼(中国官网)有限公司,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,穿戴传感器件,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,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。

教育经历

1993年 清华大学 工学学士 电子工程系

2003年 美国斯坦福大学 博士 电子工程系

工作经历

2018 年起至今: 江南捕鱼(中国官网)有限公司,, 电子与电气工程系 教授

2014年至2017年: 卡内基梅隆大学-中山大学联合工程学院 教授

2007年至2014年: 香港政府研发中心 研发总监

研究简介

叶涛博士的研究主要集中在集成电路设计,无线通信,物联网,以及集成电路在人工智能领域的应用和新型人工智能器件。同时致力于在物联网, RFID领域开展产业化及工业合作。

研究领域:

集成电路,EDA, 物联网通讯芯片、穿戴传感器件、类神经电路及人工智能芯片等

所获荣誉

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)

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

代表文章

Recent Journal Publications:

  • “Utilizing Gradient Porous Graphene Substrate as the Solid-Contact Layer To Enhance Wearable Electrochemical Sweat Sensor Sensitivity”; Kan Kan Yeung, Jingwei Li, Ting Huang, Imman I Hosseini, Rakib Al Mahdi, Md Masruck Alam, Honglin Sun, Sara Mahshid, Jian Yang, Terry Tao Ye*, Zhaoli Gao*; Nano Letters 2022;

  • “Battery-Less Sensing of Body Movements Through Differential Backscattered RFID Signals”; TZ Wang, S Dai, Y Liu, Terry Tao Ye; IEEE Sensors Journal 2022 (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 Tao Ye; ACS Applied Materials & Interfaces 2022

  • “Moving target localization and activity/gesture recognition for indoor radio frequency sensing applications”; Y Sun, H Xiong, DKP Tan, TX Han, R Du, X Yang, Terry Tao Ye; IEEE Sensors Journal 2021 (21), 24318-24326;

  • “Multiplication Through a Single Look-Up-Table (LUT) in CNN Inference Computation”; S Xu, Q Wang, X Wang, S Wang, Terry Tao Ye; IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2021 (6) 1916-1928;

  • ““Unconventionally Shaped” Antenna Design for UHF RFID Tags”; S Wang, Y Liu, Terry Tao Ye; International Journal of Antennas and Propagation 2021;

  • “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, Yi Li, Terry Tao 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 Tao Ye; IEEE Internet of Things Journal 2021 (8, 22), 16486-16497;

  • “A Fast Self-Jamming Cancellation Architecture and Algorithm for Passive RFID Sensor System”;Chuankui Shen; Haoqiu Xiong; Xu Wang; Fengcheng Mei; Terry Tao Ye*; IEEE Communications Letters 2021,

  • “Optical sensor network interrogation system based on nonuniform microwave photonic filters”; D Xiao, L Shao, C Wang, W Lin, F Yu, G Wang, Terry Tao Ye, W Wang, MI Vai;Optics Express 2021, 29 (2), 2564-2576

  • “Broadband and Fast Carrier Cancellation for Backscattered RFID Communications”; Haoqiu  Xiong, C Shen, Terry Tao Ye*; IEEE Microwave and Wireless Components Letters 2020, 31 (1), 84-87

  • “Exploiting Embroidered UHF RFID Antennas as Deformation Sensors”; Mengxia Yu, Xuanyu Shang, Miao Wang, Yulong Liu, Terry Tao Ye*; IEEE Journal of Radio Frequency Identification 2020,(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 Tao Ye*, Y Li;IEEE Sensors Journal 2020 (23), 14501-14513

  • “Blind symbol rate estimation based on BPF bank“,; Chuankui Shen, Terry Tao Ye,*,; Elsevier Digital Signal Processing, 2020, DOI:10.1016/j.dsp.2020.102698

  • “Moisture-Resilient Graphene-dyed Wool Fabric for Strain Sensing“; Lulu Xu, Zekun Liu, Heng Zhai, Xiao Chen, Rujie Sun, Shida Lyu, Yangyang Fan, Yangpeiqi Yi, Zhongda Chen, Lu Jin, Jianbao Zhang, Yi Li, Terry Tao Ye,*; ACS Applied Materials & Interfaces, 2020

  • “Characterizations and Optimization Techniques of Embroidered RFID Antenna for Wearable Applications”; Yulong Liu, Mengxia Yu, Lulu Xu, Yi Li, Terry Tao Ye,*; IEEE Journal of Radio Frequency Identification, 2019

  • “ Deformation-Resilient Embroidered NFC Antenna and Energy Harvester for Wearable Applications”; Lulu Xu, Zekun Liu, Xiao Chen, Rujie Sun, Zhirun Hu, Zijian Zheng, Terry Tao Ye,* and Yi Li*; Advanced Intelligent System, 2019, DOI:10.1002/aisy.201900056.

  • “Enhanced Output Power of a Freestanding Ball-Based Triboelectric Generator Through the Electrophorus Effect”;Tsz Hin Choy, Feichi Zhou, Wei Xu, MC Wong, Terry Tao Ye, Jianhua Hao, and Yang Chai; Journal of Materials Chemistry A, 2018, 6, 18518-18524.

 

Recent Conference Papers:

  • “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), 1-5;

  • “55nm CMOS analog circuit implementation of LIF and STDP functions for low-power SNNs”; Z Yang, Z Han, Y Huang, Terry Tao Ye; IEEE/ACM International Symposium on Low Power Electronics and Design 2021;

  • “Analog Circuit Implementation of Neural Networks for In-Sensor Computing”; J Zhu, B Chen, Z Yang, L Meng, Terry Tao Ye; IEEE Computer Society Annual Symposium on VLSI 2021 (ISVLSI), 150-156;

  • “Customized Instruction on RISC-V for Winograd-Based Convolution Acceleration”; S Wang, J Zhu, Q Wang, C He, Terry Tao Ye; IEEE 32nd International Conference on Application-specific Systems (ASAP2021);

  • “Wearable deformation sensor with ambient interference rejection using differential backscattered RFID signals”; S Dai, T Wang, Y Liu, Terry Tao Ye; 2021 IEEE International Conference on RFID (RFID2021), 1-6;

  • “Analog Circuit Implementation of Neurons with Multiply-Accumulate and ReLU Functions”;Yucong Huang, Zhitao Yang, Jianghan Zhu, Terry Tao Ye*;Proceedings of the 2020 on Great Lakes Symposium on VLSI, 493-498, 2020

  • “Analog Circuit Implementation of LIF and STDP Models for Spiking Neural Networks”; Zhitao Yang, Yucong Huang, Jianghan Zhu, Terry Tao Ye*; Proceedings of the 2020 on Great Lakes Symposium on VLSI, 469-474, 2202

  • “Coupled Planar Coil (CPC) Antenna as a Displacement Sensor for NFC or HF RFID Tags”; Yulong Liu, Miao Wang, Terry Tao Ye*; IEEE International Conference on RFID 2020

  • “Embroidered Inductive Strain Sensor for Wearable Applications”; Yulong Liu, Miao Wang, Mengxia Yu, BingYi Xia, Terry Tao Ye*; IEEE International Conference on Pervasive Computing and Communication (PerCom), PerLS Workshop 2020

  • “Fabrics-Based Embroidered Passive Displacement Sensors for On-Body Applications”; Yulong Liu; Miao Wang; Bingyi Xia; Terry Tao Ye*; International Conference on Embedded Wireless Systems and Networks (EWSN) 2020

  • “Analog Implementation of Reconfigurable Convolution Neural Network Kernels”; Jianghan Zhu, Yucong Huang, Zhitao Yang, Xiaoying Tang, Terry Tao Ye*; Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, IEEE APCCAS 2019,

  • “Improving Symbol Rate Estimation Accuracy by Bandpass Filter Bank”; Chuankui Shen, Terry Ye; Proceedings of the 19th IEEE International Conference on Communication Technology ,IEEE ICCT 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”; Mengxia Yu, Xuanyu Shang, Miao Wang, Yulong Liu, Terry Tao Ye; IEEE International Conference RFID Technology and Application, IEEE RFID-TA 2019

  • “Transfer Learning for Automatic Segmentation of the Cornea based on Ocular Staining Images”;Junyan Lyu; Jiaming Qiu; Lijie Deng; Yue Zhang; Terry Tao Ye; Xiaoying Tang; MDBS 2019.

  • “Passive Embroidered Stretch Sensor Utilizing UHF RFID Antennas“; Mengxia Yu, Silong Wang, Yulong Liu, Lulu Xu, Terry Tao Ye; IEEE Ubiquitous Intelligence and Computing, IEEE UIC 2019

  • “Textile Based Embroidery-Friendly RFID Antenna Design Techniques”; Yulong Liu ; Lulu Xu, Yi Li ; Terry Tao Ye;  IEEE International Conference RFID, IEEE RFID 2019

代表著作与论文

“Powering Networks on Chips -- Energy-Efficient and Reliable SoC Interconnect Design”,Terry Tao Ye, Luca Benini, Giovanni De Micheli,Book Chapter in “Low Power Electronics Design”, Publisher: CRC Press 2004.