具体论文成果详见个人科研主页：
Researchgate：www.researchgate.net/profile/Zhekang-Dong
Google Scholar: https://scholar.google.com/citations?hl=zh-CN&user=VH-t0skAAAAJ
近几年代表性成果
[1] Dong Z（董哲康）, Ji X, et al. ICNCS: Internal Cascaded Neuromorphic Computing System for Fast Electric Vehicle State-of-Charge Estimation. IEEE Transaction on Consumer Electronics, 2024, 70(1): 4311-4320.（ESI高被引论文）
[2] Dong Z（董哲康）, Gu S, et al. Periodic Segmentation Transformer-Based Internal Short Circuit Detection Method for Battery Packs. IEEE Transactions on Transportation Electrification, 2025, 11(1): 3655-3666.（一区TOP）
[3] Dong Z（董哲康）, et al. DECNet: A Non-Contacting Dual-Modality Emotion Classification Network for Driver Health Monitoring, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024: 371-379.（CCF-A会议）
[4] Dong Z（董哲康）, et al. PFFN: A Parallel Feature Fusion Network for Remaining Useful Life Early Prediction of Lithium-ion Battery. IEEE Transactions on Transportation Electrification, 2025, 11(1): 2696-2706.（一区TOP）
[5] Dong Z（董哲康）, Ji X, et al. Memristor-Based Hierarchical Attention Network for Multimodal Affective Computing in Mental Health Monitoring. IEEE Consumer Electronics Magazine, 2023, 12(4): 94-106.
[6] Ji X, Chen Y, Wang J, Zhou G, Lai C S, Dong Z✉（董哲康）. Time-Frequency Hybrid Neuromorphic Computing Architecture Development for Battery State-of-Health Estimation. IEEE Internet of Things Journal, 2024, 11(24): 39941-39957.（一区TOP）
[7] Wang J, Chen Y, Ji X, Dong Z✉（董哲康）, et al. Vehicle-Mounted Adaptive Traffic Sign Detector for Small-Sized Signs in Multiple Working Conditions. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(1): 710-724.（一区TOP）
[8] Ji X, Dong Z✉（董哲康）, et al. EMSN: An Energy-Efficient Memristive Sequencer Network for Human Emotion Classification in Mental Health Monitoring. IEEE Transactions on Consumer Electronics, 2023, 69(4): 1005-1016.（2023 Chester Sall Awards 1st Place）
[9] Ji X, Dong Z✉（董哲康）, et al. A Brain-Inspired Hierarchical Interactive In-Memory Computing System and Its Application in Video Sentiment Analysis. IEEE Transactions on Circuits and Systems for Video Technology, 2023, 33(12): 7928-7942.（一区TOP）
[10]王俊帆, 陈毅, 高明煜, 何志伟, 董哲康✉.智能交通感知新范式: 面向元宇宙的交通标志检测架构. 电子与信息学报, 2024, 46(03): 777-789.（中国卓越行动计划中文领军期刊，2024年度封面论文）
[11] Dong Z（董哲康）, Hu C, et al. A Dual-Pathway Driver Emotion Classification Network Using Multi-Task Learning Strategy: A Joint Verification. IEEE Internet of Things Journal, Early Access, 2025.（一区TOP）
[12] Ji X, Dong Z✉（董哲康）, et al. MLG-NCS: Multimodal Local–Global Neuromorphic Computing System for Affective Video Content Analysis. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024, 54(8): 5137-5149.（一区TOP）
[13] Ji X, Dong Z✉（董哲康）, et al. A Brain-Inspired In-Memory Computing System for Neuronal Communication via Memristive Circuits. IEEE Communications Magazine, 2022, 60(1): 100-106.（一区TOP）
[14] Ji X, Dong Z✉（董哲康）, et al. An Efficient Human Activity Recognition In-Memory Computing Architecture Development for Healthcare Monitoring. IEEE Journal of Biomedical and Health Informatics, 2024.（一区TOP）
[15] Xie J, Chang X, Wang G, Wei Z, Dong Z✉（董哲康）. Lumped-Mass Model-Based State of Charge and Core Temperature Estimation for Cylindrical Li-Ion Batteries Considering Reversible Entropy Heat. IEEE Transactions on Industrial Electronics, Early Access, 2024.（一区TOP）
[16] Wang J, Chen Y, Ji X, Dong Z✉（董哲康）, et al. Metaverse Meets Intelligent Transportation System: An Efficient and Instructional Visual Perception Framework. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(10): 14986-15001.（一区TOP）
[17] Yang Y, Ge F, Fan J, Zhao J, Dong Z✉（董哲康）. CDRP3: Cascade Deep Reinforcement Learning for Urban Driving Safety with Joint Perception, Prediction, and Planning. IEEE Transactions on Intelligent Transportation Systems, 2025, 26(3): 3976-3988.（一区TOP）
[18] Wang J, Chen Y, Ji X, Dong Z✉（董哲康）, et al. SpikeTOD: A Biologically Interpretable Spike-Driven Object Detection in Challenging Traffic Scenarios. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(12): 21297-21314.（一区TOP）
[19] Wang J, Chen Y, Dong Z✉（董哲康）, et al. SABV-Depth: A Biologically Inspired Deep Learning Network for Monocular Depth Estimation. Knowledge-Based Systems, 2023, 263: 110301.（一区TOP）
[20] Dong Z（董哲康）, Ji X, Zhou G, et al. Multimodal Neuromorphic Sensory-Processing System with Memristor Circuits for Smart Home Applications. IEEE Transactions on Industry Applications, 2022, 59(1): 47-58.（ESI高被引论文）
[21] Dong Z（董哲康）, Ji X, Lai C S, and Qi D. Design and Implementation of a Flexible Neuromorphic Computing System for Affective Communication via Memristive Circuits. IEEE Communications Magazine, 2023, 61(1): 74-80.（一区TOP）
[22] Dong Z（董哲康）, Lai C S, Zhang Z, Qi D, et al. Neuromorphic Extreme Learning Machines with Bimodal Memristive Synapses. Neurocomputing, 2021, 453(2021): 38-49.（二区TOP）
[23] Dong Z（董哲康）, Lai C S, Qi D, Xu Z, Li C, and Duan S. A General Memristor-Based Pulse Coupled Neural Network with Variable Linking Coefficient for Multi-Focus Image Fusion. Neurocomputing, 2018, 308(2018): 172-183.（二区TOP）
[24] Dong Z（董哲康）, Lai C S, et al. Hybrid Dual Complementary Metal Oxide Semiconductor/Memristor Synapse-Based Neural Network with its Applications in Image Super Resolution, IET Circuits, Devices & Systems, 2019, 13(8): 1241-1248.
[25] 董哲康, 钱智凯, 周广东, 纪晓悦, 齐冬莲等.基于忆阻的全功能巴普洛夫联想记忆电路的设计、实现与分析. 电子与信息学报, 2022, 44(06): 2080-2092.（中国卓越行动计划中文领军期刊，2022年度TOP 50优秀论文/TOP 30高人气优秀论文）
[26] Ji X, Dong Z✉（董哲康）, Lai C S, Zhou G, and Qi D. A Physics-Oriented Memristor Model with the Coexistence of NDR Effect and RS Memory Behavior for Bio-Inspired Computing. Materials Today Advances, 2022, 16(2022): 1-10.
[27] Ji X, Lai C S, Zhou G, Dong Z✉（董哲康）, et al. A Flexible Memristor Model with Electronic Resistive Switching Memory Behavior and Its Application in Spiking Neural Network. IEEE Transactions on NanoBioscience, 2023, 22(1): 52-62.（ESI高被引论文）
[28] Duan S, Hu X, Dong Z（董哲康）, et al. Memristor-based Cellular Nonlinear/Neural Network: Design, Analysis, and Applications, IEEE Transactions on Neural Networks and Learning Systems, 2014, 26(6): 1202-1213.（一区TOP，ESI高被引论文）
[27] Xie J, Dong Z✉（董哲康）, et al. Estimating the Charge and Temperature States for Li-ion Batteries by Coupling Single Particle Kinetics and Electro-thermal Effects. IEEE-ASME Transactions on Mechatronics, 2025（一区TOP）
[28] Xie J, Dong Z✉（董哲康）, et al. Dual-layer Energy Equalization for Series Battery Packs by Scheduling the Balancing Current with an Improved Model Prediction Controller. IEEE Transactions on Power Electronics, 2025（一区TOP）
