一、基础信息

个人简介：曹磊，男，汉族，1987年7月生，安徽安庆人，中共党员，博士研究生学历，副教授。主要从事人工智能、生物信号处理、脑认知与神经计算等教学研究工作，在脑机接口、生物信号处理方面取得了重要成果，主持国自然青年基金、上海市教委教育研究基金等重要课题，发表IEEE TRANSACTIONS ON NERUAL SYSTEMS AND REHABILITATION ENGINEERING、BIOMEDICAL SIGNAL PROCESSING AND CONTROL等期刊论文。

（一）个人基础信息

性别：男

出生年月：1987/7

职务：副教授

博硕导：硕士生导师

电子邮箱：lcao@shmtu.edu.cn

（二）教育经历

同济大学计算机软件与理论专业，取得博士学位

二、科学研究

（一）研究领域及科研团队

研究领域：人工智能；脑机接口；生物信号处理；医学图像处理

（二）科研项目

1基于中风上肢康复的镜像脑机接口关键技术研究，国家自然科学基金青年项目（Z20218089），2022-2024，主持

2在线学习中学生注意力评估及提升方法研究，上海市教育科学研究项目（Z20228013），2022-2024，主持

3 基于言语康复的智能系统开发，企事业单位项目（H20230075），2023-2024，主持

4 基于视频监测的人员工作评估分析，企事业单位项目（H20220230），2022，主持

5 金融交易数据分析系统开发合同，企事业单位项目（H20210221），2022，主持

（三）代表性论文成果

[1] Lei Cao, et.al. Advancing classroom fatigue recognition: A multimodal fusion approach using self-attention mechanism[J]. BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 89.

[2] Lei Cao, et.al. A NOVEL REINFORCEMENT LEARNING STRATEGY FOR SEQUENTIAL DETECTION OF STEADY-STATE VISUAL EVOKED POTENTIAL-BASED BCI[J]. JOURNAL OF NONLINEAR AND CONVEX ANALYSIS, 2023, 89.

[3] Lei Cao, et.al. An Effective Fusing Approach by Combining Connectivity Network Pattern and Temporal-spatial Analysis for EEG Based BCI Rehabilitation[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2022, 30:2264 - 2274.

[4] Lei Cao, et.al. A Novel Deep Learning Method Based on an Overlapping Time Window Strategy for Brain-Computer Interface-Based Stroke Rehabilitation[J]. BRAIN SCIENCES, 2022, 12(11):1502.

[5] Lei Cao, et.al. An Inter- and Intra-Subject Transfer Calibration Scheme for Improving Feedback Performance of Sensorimotor Rhythm-Based BCI Rehabilitation[J]. Frontiers in Neuroscience, 2021, 14(1): 0-629572.

[6] Lei Cao, et.al. Alertnessbased subject-dependent and subject-independent filter optimization for improving classification efficiency of SSVEP detection[J]. Technology and Health Care, 2020, 28: 173-180.

[7] Lei Cao, et.al. A Novel Real-Time Multi-Phase BCI Speller Based on Sliding Control Paradigm of SSVEP [J]. IEEE ACCESS, 2019, 7(1): 133974-133981.

[8] Lei Cao, et.al. A Novel Combination Model of Convolutional Neural Network and Long Short-Term Memory Network for Upper Limb Evaluation Using Kinect-Based System[J]. IEEE ACCESS, 2019, 7(1): 145227-145234.

[9] Lei Cao, et.al. A Synchronous Motor Imagery Based Neural Physiological Paradigm for Brain Computer Interface Speller[J]. Frontiers in Human Neuroscience, 2017, 11: 0-274.

[10] Lei Cao, et.al. A Hybrid Vigilance Monitoring Study for Mental Fatigue and Its Neural Activities[J]. Cognitive Computation, 2016, 8:228-236.

三、教学信息

（一）授课信息

主讲本科生课程：认知科学导论、计算神经科学、物联网技术导论

主讲研究生课程：大数据与数据分析、物联网技术