一👩🏿‍🦲、基礎信息

個人簡介🥯：曹磊，男📨，漢族，1987年7月生，安徽安慶人🧑‍🦳👰🏿‍♂️，中共黨員，博士研究生學歷💃🏻，副教授🚵‍♂️。主要從事人工智能、生物信號處理、腦認知與神經計算等教學研究工作，在腦機接口、生物信號處理方面取得了重要成果，主持國自然青年基金、上海市教委教育研究基金等重要課題，發表IEEE TRANSACTIONS ON NERUAL SYSTEMS AND REHABILITATION ENGINEERING🫏、BIOMEDICAL SIGNAL PROCESSING AND CONTROL等期刊論文🍌。

（一）個人基礎信息

性別：男

出生年月：1987/7

職務：副教授

博碩導：碩士生導師

電子郵箱：lcao@shmtu.edu.cn

（二）教育經歷

同濟大學計算機軟件與理論專業🔼，取得博士學位

二、科學研究

（一）研究領域及科研團隊

研究領域：人工智能🏋🏼；腦機接口；生物信號處理⛹🏽；醫學圖像處理

（二）科研項目

1基於中風上肢康復的鏡像腦機接口關鍵技術研究，國家自然科學基金青年項目（Z20218089）🌄，2022-2024🍝，主持

2在線學習中學生註意力評估及提升方法研究🎼，上海市教育科學研究項目（Z20228013），2022-2024，主持

3 基於言語康復的智能系統開發，企事業單位項目（H20230075），2023-2024，主持

4 基於視頻監測的人員工作評估分析，企事業單位項目（H20220230），2022，主持

5 金融交易數據分析系統開發合同，企事業單位項目（H20210221），2022，主持

（三）代表性論文成果

[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💇🏼‍♂️、教學信息

（一）授課信息

主講本科生課程👩‍🎨：認知科學導論🧑🏼‍🦱、計算神經科學🤪、物聯網技術導論

主講研究生課程：大數據與數據分析🗄、物聯網技術