招生专业

个人简介

近几年来主要从事新型智能计算芯片的设计和研究工作，尤其是类脑计算芯片、存算一体技术、以及硬件安全领域物理不可克隆函数的研究。在国内外知名期刊会议发表论文十余篇，申请美国专利一项、PCT专利一项。

Enyi Yao received the B.S. degree from Harbin Institute of Technology in 2011 and Ph.D degree from the School of Electrical and Electronic Engineering, Nanyang Technological University in 2016. From Oct. 2015 to Nov. 2016, he worked at Nanyang Technological University as a post-doc Research Fellow. From Dec. 2016 to 2020, he worked at Huawei Technologies as a Senior Research Engineer. Currently he is an Assistant Professor at the School of Microelectronics, South China University of Technology. His research interest includes neuromorphic system design, emerging computing technology and hardware security.

教育经历

2011.08-2015.07  新加坡南洋理工大学  博士

2007.08-2011.07  哈尔滨工业大学 学士

工作经历

2021.01至今  华南理工大学微电子学院   预聘助理教授（副教授职称）

2016.12-2020.12  华为技术有限公司    高级工程师

2015.10-2016.11  新加坡南洋理工大学  博士后研究员

研究方向

类脑计算芯片设计、存算一体技术、硬件安全等

授课课程

数字集成电路理论与设计（研究生）

学术任职

CCF集成电路设计专业组专委

代表性科研成果（论文、专利等）

[1] E. Yao and A. Basu, “VLSI Extreme Learning Machine: A Design Space Exploration,” IEEE Trans. Very Large Scale Integration Syst., vol. 25, no. 1, pp. 60-74, 2017.

[2] E. Yao, Y. Chen A. Basu, “A 0.7 V, 40 nW Compact, Current-Mode Neural Spike Detector in 65 nm CMOS,” IEEE Trans. Biomed. Circuits Syst., vol. 10, no. 2, pp. 309-318, April 2016.

[3] Y. Chen, E. Yao and A. Basu, “A 128-Channel Extreme Learning Machine-Based Neural Decoder for Brain Machine Interfaces,” IEEE Trans. Biomed. Circuits Syst., vol. 10, no. 3, pp. 679-692, June 2016.

[4] A. Patil, S. Shen, E. Yao and A. Basu, “Hardware Architecture for Large Parallel Array of Random Feature Extractors applied to Image Recognition,” Neurocomputing, vol. 261, pp. 193-203, 2017.

[5] Y. Yang, R. Chen, Z. Wang, W. Guo, E. Yao and Z. Yu, “MP-PIM: A Mixed-Precision Processing-In-Memory Based Deep Neural Network Accelerator with Algorithm-Hardware Co-Optimization,” IEEE International Conference on Artificial Intelligence Circuits and Systems, submitted.

[6] A. Basu, Y. Chen, S. Roy, E. Yao and A. Patil, “Computer system incorporating an adaptive model and methods for training the adaptive model”, US Patent 2018/0356771.

[7] 韩丽娟，钱蕾，姚恩义，娄鑫，曹元，刘宴华. 基于电平转换器的物理不可克隆函数电路设计. 网络与信息安全学报，已接收.

[8] C. Li, C. Boon, Y. Yang, E. Yao, and M. Fujishima, “Millimeter-Wave Small-Signal Model with Hot-Carrier Effect,” Journal of Infrared Millimeter and Terahertz Waves, vol. 40 - 4, pp 419-428, April 2019.

[9] W. Ge, L. Han, Y. Cao, E. Yao and X. Zhao, “A Novel Low Voltage DCVSL Circuit Design based on Wilson Current Mirror,” IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), pp. 295-298, Oct. 2018.

[10] A. Bhaduri, E. Yao and A. Basu, Pulse-based Feature Extraction for Hardware-efficient Neural Recording Systems,” in Proc. of IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1842-1845, Oct. 2016.

[11] A. Patil, S. Shen, E. Yao and A. Basu, “Random Projection for Spike Sorting: Decoding neural signals the neural network way,” IEEE Biomedical Circuits and Systems (BioCAS), 2015, pp.1-4, 22-24 Oct. 2015.

[12] E. Yao and A. Basu, “A 1 V, Compact, Current-Mode Neural Spike Detector with Detection Probability Estimator in 65 nm CMOS,” in Proc. of IEEE International Symposium on Circuits and Systems (ISCAS), pp.754 - 757, May 2015.

[13] Y. Chen, E. Yao and A. Basu, “A 128 Channel 290 GMACs/W Machine Learning Based Co-Processor for Intention Decoding in Brain Machine Interfaces,” in Proc. of IEEE International Symposium on Circuits and Systems (ISCAS), pp.3004 - 3007, 24-27 May 2015.

[14] E. Yao, S. Hussain, A. Basu and G. Huang, “Computation Using Mismatch: Neuromorphic Extreme Learning Machines,” IEEE Biomedical Circuits and Systems (BioCAS), pp. 294 - 297, 2013.

[15] D. Sukumaran, E. Yao, S. Sun, A. Basu, D. Zhao and J. Dauwels, “A Low-power, Reconfigurable Smart Sensor System for EEG Acquisition and Classification”, IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), pp. 9-12, 2012.