基本信息
刘鸣  男  硕导  中国科学院半导体研究所
电子邮件: liuming@semi.ac.cn
通信地址: 中国科学院半导体研究所1号楼326
邮政编码: 100084

研究领域

医疗电子;数字信号处理、机器学习及AI算法;低功耗SoC设计及应用

招生信息

   
招生专业
080903-微电子学与固体电子学
085208-电子与通信工程
招生方向
移动医学健康应用 低功耗SoC设计 生理信号处理算法

教育背景

2005-09--今 清华大学 博士研究生
2002-09--今 清华大学 硕士研究生
1992-09--今 清华大学 工学学士

工作经历

   
工作简历
2012-09--今 中国科学院半导体研究所 副研究员
2010-07--今 清华大学电子工程系 博士后
1997-09--今 北京宏思电子技术有限责任公司 副总工程师

专利与奖励

   
专利成果
( 1 ) 一种人工膝关节置换术压力平衡测量系统, 发明专利, 2010, 第 2 作者, 专利号: 201010034328.7

出版信息

   
发表论文
[1] Binbin Ren, Zhaoyuxuan Wang, Kainan Ma, Yiheng Zhou, Ming Liu. An Improved Method of Heart Rate Extraction Algorithm Based on Photoplethysmography for Sports Bracelet. INFORMATION[J]. 2023, 14(297): https://doaj.org/article/0a91bff4022747efbfecd915c4b68506.
[2] Su, Yue, Ma, Kainan, Liu, Ming, Zhang, Xu. Compressible, reliable, and flexible pressure sensor based on carbonized melamine foam capped by Ti3C2Tx MXene for versatile applications. PHYSICA SCRIPTA[J]. 2023, 98(3): http://dx.doi.org/10.1088/1402-4896/acbba8.
[3] Su, Yue, Ma, Kainan, Yuan, Fang, Tang, Jun, Liu, Ming, Zhang, Xu. High-Performance Flexible Piezoresistive Sensor Based on Ti3C2Tx MXene with a Honeycomb-like Structure for Human Activity Monitoring. MICROMACHINES[J]. 2022, 13(6): http://dx.doi.org/10.3390/mi13060821.
[4] Su, Yue, Ma, Kainan, Zhang, Xu, Liu, Ming. Neural Network-Enabled Flexible Pressure and Temperature Sensor with Honeycomb-like Architecture for Voice Recognition. SENSORS[J]. 2022, 22(3): http://dx.doi.org/10.3390/s22030759.
[5] Su, Yue, Ma, Kainan, Mao, Xurui, Liu, Ming, Zhang, Xu. Highly Compressible and Sensitive Flexible Piezoresistive Pressure Sensor Based on MWCNTs/Ti3C2Tx MXene @ Melamine Foam for Human Gesture Monitoring and Recognition. NANOMATERIALS[J]. 2022, 12(13): http://dx.doi.org/10.3390/nano12132225.
[6] Sitao Zhang, Kainan Ma, Yibo Yin, Binbin Ren, Ming Liu. A Personalized Compression Method for Steady-State Visual Evoked Potential EEG Signals. INFORMATION[J]. 2022, 13(186): https://doaj.org/article/eae34acb606c42c3926036d9477011c1.
[7] 刘鸣. 飞行模式下手机充电速度不会大幅提升. 发明与创新:大科技[J]. 2021, 49-49, http://lib.cqvip.com/Qikan/Article/Detail?id=7105283954.
[8] Liu Ming. An Algorithm for Locating PVC and SPB in Wearable ECGs. ICCSN. 2021, [9] Wang, Sikai, Zhao, Kang, Liu, Ming, Jiang, Hanjun, Wang, Zhihua, Zhang, Zongwang, Kan, Huili, Chen, Ping, Zhu, Binjie. Using breath sound data to detect intraoperative respiratory depression in non-intubated anesthesia. SCIENCE CHINA-INFORMATION SCIENCES[J]. 2021, 64(3): 213-215, https://www.webofscience.com/wos/woscc/full-record/WOS:000618049800001.
[10] Li, Tao, Yin, Yibo, Ma, Kainan, Zhang, Sitao, Liu, Ming. Lightweight End-to-End Neural Network Model for Automatic Heart Sound Classification. INFORMATION[J]. 2021, 12(2): http://dx.doi.org/10.3390/info12020054.
[11] 沈文弢, 赵宏泽, 王思凯, 马凯南, 王毅军, 刘鸣. 基于FPGA的RSVP脑机接口系统设计. 传感器与微系统[J]. 2020, 39(9): 73-76,83, http://lib.cqvip.com/Qikan/Article/Detail?id=7102677628.
[12] Yibo Yin, Kainan Ma, Ming Liu. Temporal Convolutional Network Connected with an Anti-Arrhythmia Hidden Semi-Markov Model for Heart Sound Segmentation. APPLIED SCIENCES[J]. 2020, 10: https://doaj.org/article/cbc343730e69491c824ef13682d0e138.
[13] Yin, Yibo, Ma, Kainan, Liu, Ming. Temporal Convolutional Network Connected with an Anti-Arrhythmia Hidden Semi-Markov Model for Heart Sound Segmentation. APPLIED SCIENCES-BASEL[J]. 2020, 10(20): http://dx.doi.org/10.3390/app10207049.
[14] Ma, Kainan, Liu, Ming, Li, Tao, Yin, Yibo, Chen, Hongda. A Low-Cost Improved Method of Raw Bit Error Rate Estimation for NAND Flash Memory of High Storage Density. ELECTRONICS[J]. 2020, 9(11): https://doaj.org/article/182b10c88af04bd8b7f2a356ec65d111.
[15] Wang Sikai, Pang Bo, Liu Ming, Zhang Xu, Yuan Fang, Shen Wentao, Chen Hongda. A novel compression framework using energy-sensitive QRS complex detection method for a mobile ECG. SCIENCE CHINA. INFORMATION SCIENCE[J]. 2019, 62(6): http://lib.cqvip.com/Qikan/Article/Detail?id=74708871504849574854485053.
[16] Wang, Sikai, Pang, Bo, Liu, Ming, Zhang, Xu, Yuan, Fang, Shen, Wentao, Chen, Hongda. A novel compression framework using energy-sensitive QRS complex detection method for a mobile ECG. SCIENCE CHINA-INFORMATION SCIENCES. 2019, 62(6): http://lib.cqvip.com/Qikan/Article/Detail?id=74708871504849574854485053.
[17] Sikai WANG, Bo PANG, Ming LIU, Xu ZHANG, Fang YUAN, Wentao SHEN, Hongda CHEN. A novel compression framework using energy-sensitive QRS complex detection method for a mobile ECG. 中国科学:信息科学(英文版)[J]. 2019, 192-194, http://lib.cqvip.com/Qikan/Article/Detail?id=74708871504849574854485053.
[18] Yao, Zhaolin, Ma, Xinyao, Wang, Yijun, Zhang, Xu, Liu, Ming, Pei, Weihua, Chen, Hongda. High-Speed Spelling in Virtual Reality with Sequential Hybrid BCIs. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS[J]. 2018, E101D(11): 2859-2862, https://www.webofscience.com/wos/woscc/full-record/WOS:000448774200035.
[19] Pang Bo, Liu Ming, Zhang Xu, Li Peng, Chen Hongda. A novel approach framework based on statistics for reconstruction and heartrate estimation from PPG with heavy motion artifacts. SCIENCE CHINA. INFORMATION SCIENCE[J]. 2018, 61(2): 022312-1, https://www.webofscience.com/wos/woscc/full-record/WOS:000417486500020.
[20] Wang, Sikai, Liu, Ming, Pang, Bo, Li, Peng, Yao, Zhaolin, Zhang, Xu, Chen, Hongda, IEEE. A new physiological signal acquisition patch designed with advanced respiration monitoring algorithm based on 3-axis accelerator and gyroscope. 2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)null. 2018, 441-444, [21] Pang, Bo, Liu, Ming, Zhang, Xu, Li, Peng, Chen, Hongda. A novel approach framework based on statistics for reconstruction and heartrate estimation from PPG with heavy motion artifacts. SCIENCE CHINA-INFORMATION SCIENCES[J]. 2018, 61(2): https://www.webofscience.com/wos/woscc/full-record/WOS:000417486500020.
[22] Li, Peng, Zhang, Xu, Liu, Ming, Hu, Xiaohui, Pang, Bo, Yao, Zhaolin, Jiang, Hanjun, Chen, Hongda. A 410-nW Efficient QRS Processor for Mobile ECG Monitoring in 0.18-mu m CMOS. IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS[J]. 2017, 11(6): 1356-1365, [23] Peng Li, Xu Zhang, Ming Liu, Xiaohui Hu, Bo Pang, Zhaolin Yao, Hanjun Jiang, Hongda Chen. A 410-nW Efficient QRS Processor for Mobile ECG Monitoring in 0.18-μm CMOS. IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS[J]. 2017, 11(6): 1356-1365, http://ir.semi.ac.cn/handle/172111/28674.
[24] Li, Peng, Liu, Ming, Zhang, Xu, Hu, Xiaohui, Pang, Bo, Yao, Zhaolin, Chen, Hongda. Novel wavelet neural network algorithm for continuous and noninvasive dynamic estimation of blood pressure from photoplethysmography. SCIENCE CHINA-INFORMATION SCIENCES[J]. 2016, 59(4): http://ir.semi.ac.cn/handle/172111/27980.
[25] Li, Peng, Jiang, Hanjun, Yang, Wendi, Liu, Ming, Zhang, Xu, Hu, Xiaohui, Pang, Bo, Yao, Zhaolin, Chen, Hongda, IEEE. A 410-nW Efficient QRS Processor for Mobile ECG Monitoring in 0.18-mu m CMOS. PROCEEDINGS OF 2016 IEEE BIOMEDICAL CIRCUITS AND SYSTEMS CONFERENCE (BIOCAS)null. 2016, 14-17, [26] Li, Peng, Liu, Ming, Zhang, Xu, Hu, Xiaohui, Pang, Bo, Yao, Zhaolin, Chen, Hongda. Novel wavelet neural network algorithm for continuous and noninvasive dynamic estimation of blood pressure from photoplethysmography. SCIENCE CHINA-INFORMATION SCIENCES[J]. 2016, 59(4): http://ir.semi.ac.cn/handle/172111/27980.
[27] Li Peng, Liu Ming, Zhang Xu, Hu Xiaohui, Pang Bo, Yao Zhaolin, Chen Hongda. Novel wavelet neural network algorithm for continuous and noninvasive dynamic estimation of blood pressure from photoplethysmography. SCIENCECHINAINFORMATIONSCIENCES[J]. 2016, 59(4): http://oa.las.ac.cn/oainone/service/browseall/read1?ptype=JA&workid=JA201804160007990LZ.
[28] Hu, Xiaohui, Zhang, Xu, Liu, Ming, Chen, Yuanfang, Li, Peng, Liu, Jialin, Yao, Zhaolin, Pei, Weihua, Zhang, Chun, Chen, Hongda. High precision intelligent flexible grasping front-end with CMOS interface for robots application. SCIENCE CHINA-INFORMATION SCIENCES[J]. 2016, 59(3): http://ir.semi.ac.cn/handle/172111/27979.
[29] Hu, Xiaohui, Zhang, Xu, Liu, Ming, Chen, Yuanfang, Li, Peng, Liu, Jialin, Yao, Zhaolin, Pei, Weihua, Zhang, Chun, Chen, Hongda. High precision intelligent flexible grasping front-end with CMOS interface for robots application. SCIENCE CHINA-INFORMATION SCIENCES[J]. 2016, 59(3): http://ir.semi.ac.cn/handle/172111/27979.
[30] Hu Xiaohui, Zhang Xu, Liu Ming, Chen Yuanfang, Li Peng, Pei Weihua, Zhang Chun, Chen Hongda. A flexible capacitive tactile sensor array with micro structure for robotic application. SCIENCE CHINA. INFORMATION SCIENCE[J]. 2014, 57(12): 120204-1, https://www.webofscience.com/wos/woscc/full-record/WOS:000346238500006.
[31] Wang, Yuan, Zhang, Xu, Liu, Ming, Pei, Weihua, Wang, Kaifeng, Chen, Hongda. An Implantable Sacral Nerve Root Recording and Stimulation System for Micturition Function Restoration. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS[J]. 2014, E97D(10): 2790-2801, https://www.webofscience.com/wos/woscc/full-record/WOS:000348141100025.
[32] Li Peng, Liu Ming, Zhang Xu, Chen Hongda, IEEE. Efficient Online Feature Extraction algorithm for Spike Sorting in A Multichannel FPGA-Based Neural Recording System. 2014 IEEE BIOMEDICAL CIRCUITS AND SYSTEMS CONFERENCE (BIOCAS)null. 2014, 1-4, [33] Li Peng, Liu Ming, Zhang Xu, Chen HongDa. A low-complexity ECG processing algorithm based on the Haar wavelet transform for portable health-care devices. SCIENCE CHINA-INFORMATION SCIENCES[J]. 2014, 57(12): http://ir.semi.ac.cn/handle/172111/25996.
[34] Wang Yuan, Zhang Xu, Han Jianqiang, Liu Ming, Chen Hongda, IEEE. A CMOS Physiological Monitoring Frontend for Wearable Health Applications. PROCESSING OF 2014 INTERNATIONAL CONFERENCE ON MULTISENSOR FUSION AND INFORMATION INTEGRATION FOR INTELLIGENT SYSTEMS (MFI)null. 2014, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000358878700079.
[35] Li Peng, Liu Ming, Zhang Xu, Chen HongDa. A low-complexity ECG processing algorithm based on the Haar wavelet transform for portable health-care devices. SCIENCE CHINA-INFORMATION SCIENCES[J]. 2014, 57(12): http://ir.semi.ac.cn/handle/172111/25996.
[36] Wang Yuan, Zhang Xu, Liu Ming, Li Peng, Chen Hongda. An implantable neurostimulator with an integrated high-voltage inductive power-recovery frontend. JOURNAL OF SEMICONDUCTORS[J]. 2014, 35(10): [37] Hu XiaoHui, Zhang Xu, Liu Ming, Chen YuanFang, Li Peng, Pei WeiHua, Zhang Chun, Chen HongDa. A flexible capacitive tactile sensor array with micro structure for robotic application. SCIENCE CHINA-INFORMATION SCIENCES[J]. 2014, 57(12): http://ir.semi.ac.cn/handle/172111/25995.
[38] 杜智超, 张旭, 刘鸣, 陈弘达. 低功耗高集成度CMOS神经信号放大器. 高技术通讯[J]. 2014, 24(1): 104-110, https://d.wanfangdata.com.cn/periodical/gjstx98201401016.
[39] Liu Ming. A Wide Measurement Range and Fast Update Rate Integrated Interface for Capacitive Sensors Array.. IEEE Trans. CAS-I: Regular Papers. 2013, [40] Gui Yun, Zhang Xu, Wang Yuan, Liu Ming, Pei Weihua, Liang Kai, Huang Suibiao, Li Bin, Chen Hongda. A multi-channel fully differential programmable integrated circuit for neural recording application. JOURNAL OF SEMICONDUCTORS[J]. 2013, 34(10): 105009-, http://ir.semi.ac.cn/handle/172111/24803.
[41] Han JianQiang, Zhang Xu, Pei WeiHua, Gui Qiang, Liu Ming, Chen HongDa. A compact neural recording interface based on silicon microelectrode. SCIENCE CHINA-TECHNOLOGICAL SCIENCES[J]. 2013, 56(11): 2808-2813, http://ir.semi.ac.cn/handle/172111/24637.
[42] Chen, Hong, Zhang, Xu, Liu, Ming, Hao, Wenhan, Jia, Chen, Jiang, Hanjun, Zhang, Chun, Wang, Zhihua. Low-power circuits for the wireless ligament balance measurement system in TKA. ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING[J]. 2012, 72(2): 293-302, http://ir.semi.ac.cn/handle/172111/23882.
[43] Wang, Zhihua, Chen, Hong, Liu, Ming, Jiang, Hanjun, Sun, Tianjia, Zhang, Xu. A wirelessly ultra-low-power system for equilibrium measurements in total hip replacement surgery. 2012 IEEE 10TH INTERNATIONAL NEW CIRCUITS AND SYSTEMS CONFERENCE, NEWCAS 2012[J]. 2012, 141-144, http://ir.semi.ac.cn/handle/172111/24005.
[44] Liu Ming. An ultra-low-power 1Kb Sub-threshold SRAM in 180nm CMOS Process. Journal of Semiconductors. 2010, [45] Liu Ming Chen Hong Zhang Chun Li Changmeng Wang Zhihua. A light-powered sub-threshold microprocessor. JOURNAL OF SEMICONDUCTORS[J]. 2010, 72-77, http://lib.cqvip.com/Qikan/Article/Detail?id=35782330.
[46] Liu Ming. Low-Power Circuits for the Biodirectional Wireless Monitoring System of the Orthopedic Implants. IEEE Transactions on Biomedical Circuits and Systems. 2009, 

科研活动

   
科研项目
(1) 极低电压数字集成电路稳定性研究,主持,国家级,2014-01--2017-12

指导学生

已指导学生

闫寒冰  硕士研究生  080903-微电子学与固体电子学  

沈文弢  硕士研究生  085209-集成电路工程  

李涛  硕士研究生  080903-微电子学与固体电子学  

现指导学生

张思韬  硕士研究生  080903-微电子学与固体电子学  

任斌斌  硕士研究生  085400-电子信息  

周易衡  硕士研究生  080903-微电子学与固体电子学