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葉濤
教授
86-755-88018555

葉濤,,南方科技大學(xué)納米科學(xué)與應(yīng)用研究院(INA)兼電子與電氣工程系教授,、卡內(nèi)基梅隆大學(xué)電子與計算機工程系兼職教授。本科畢業(yè)于清華大學(xué)電子工程系,,在美國斯坦福大學(xué)(Stanford)電子工程系獲得博士學(xué)位,。主要研究方向是集成電路、EDA,、物聯(lián)網(wǎng)傳感器件與柔性電路,、類神經(jīng)網(wǎng)絡(luò)電路及人工智能芯片等。在集成電路設(shè)計及物聯(lián)網(wǎng)技術(shù)領(lǐng)域有超過二十年的經(jīng)驗,。

 

葉濤教授在集成電路設(shè)計及EDA領(lǐng)域有超過二十年的經(jīng)驗,,尤其對定制化芯片(ASIC,Application Specific Integrated Circuit),,混合集成電路(Mix-Signal IC)有著豐富的學(xué)術(shù)界及工業(yè)界的經(jīng)歷,。曾任多個EDA公司和芯片設(shè)計公司的主要研發(fā)成員和研究主管。在Synopsys期間負責(zé)基于Design Ware的ASIC設(shè)計流程開發(fā),。在物聯(lián)網(wǎng)芯片公司Impinj Inc.作為最早的主要研發(fā)人員,,開發(fā)出世界第一款超高頻RFID芯片。后任香港五所政府研發(fā)中心之一的香港物流及供應(yīng)鏈技術(shù)中心(LSCM)研發(fā)總監(jiān),,作為項目負責(zé)人及首席科學(xué)家領(lǐng)導(dǎo)了多個香港政府創(chuàng)新及科技基金項目,。帶領(lǐng)團隊設(shè)計出國內(nèi)首款微型低功耗的RFID讀寫器芯片,并將RFID和手機移動平臺結(jié)合,,使RFID技術(shù)最終延伸到用戶終端,,在產(chǎn)品防偽、認證,、支付領(lǐng)域產(chǎn)生巨大商機,。還參與了EPC Global無線射頻識別技術(shù)的世界標(biāo)準(zhǔn)及協(xié)議的制定及實施過程,首創(chuàng)及開發(fā)了多種物聯(lián)網(wǎng)的關(guān)鍵技術(shù),,包括RFID核心芯片設(shè)計制作,、和包裝結(jié)合的天線設(shè)計、物聯(lián)網(wǎng)及RFID通信安全,、NFC移動支付等一系列核心技術(shù),。在工業(yè)界及學(xué)術(shù)界都有深厚的合作經(jīng)驗,曾在Synopsys Inc.,,Analog Devices Inc.,,Magma Design Automation Inc.,Silicon Architects及多個硅谷公司擔(dān)任工程負責(zé)及顧問職位,,也是中科院,、香港大學(xué)、香港科技大學(xué)的兼職教授及香港科技大學(xué)物聯(lián)網(wǎng)中心的首席科學(xué)家,。擔(dān)任多個國際標(biāo)準(zhǔn)委員會(ISO)成員,、IEEE及國際學(xué)術(shù)會議主席、國際學(xué)術(shù)期刊編輯及學(xué)術(shù)委員會成員,、以及國際自動識別協(xié)會AIM的專家委員會成員和AIM亞洲分會首席科學(xué)家,。


教育經(jīng)歷

1993.07  清華大學(xué)  物理電子技術(shù)  學(xué)士 

2004.01  美國斯坦福大學(xué)  電子工程  博士


工作經(jīng)歷

2023.10 至今:南方科技大學(xué),納米科學(xué)與應(yīng)用研究院(INA)兼電子與電氣工程系,,教授

2018.01 至今:南方科技大學(xué),,電子與電氣工程系,教授

2015.01 至今:卡內(nèi)基梅隆大學(xué),,電子與計算機工程系,,兼職教授

2015.01 至 2017.12:中山大學(xué)-卡內(nèi)基梅隆大學(xué)聯(lián)合工程學(xué)院,電子與計算機工程,,教授

2007.01 至 2014.12:香港政府研發(fā)中心-物流及供應(yīng)技術(shù)研發(fā)中心(LSCM),,研發(fā)總監(jiān)

2004.10 至 2007.01:美國Impinj Inc.,研發(fā)部,,研發(fā)總監(jiān)


研究方向

集成電路,;EDA;物聯(lián)網(wǎng)通訊芯片,;物聯(lián)網(wǎng)邊緣計算,;物聯(lián)網(wǎng)傳感器件與柔性電路、類神經(jīng)網(wǎng)絡(luò)電路及人工智能芯片等

所獲榮譽

2019年,,美國愛迪生發(fā)明獎(教育科技類)

2014年,,美國紅鯡魚(Red Herring)全球100強創(chuàng)新企業(yè)(聯(lián)合創(chuàng)始人)

2012年,第十屆中國科技創(chuàng)業(yè)計劃大賽最高獎—海創(chuàng)獎 (聯(lián)合創(chuàng)始人)

2001年,,Synopsys. Inc 全球員工年度最突出貢獻個人獎——年度貢獻獎


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.


代表著作與論文

  • “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.