@article{bb272700,
        AUTHOR = "Ye, J.A. and Xiao, Q.F. and Wang, J. and Zhang, H.J. and Deng, J.X. and Lin, Y.F.",
        TITLE = "CoSleep: A Multi-View Representation Learning Framework for
Self-Supervised Learning of Sleep Stage Classification",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "189-193",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267443"}

@article{bb272701,
        AUTHOR = "Li, J. and Wang, Z.L. and Qiu, S. and Zhao, H.Y. and Wang, J.X. and Shi, X. and Liu, L. and Yang, N.",
        TITLE = "Study on Horse-Rider Interaction Based on Body Sensor Network in
Competitive Equitation",
        JOURNAL = AffCom,
        VOLUME = "13",
        YEAR = "2022",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "553-567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267444"}

@article{bb272702,
        AUTHOR = "Chen, X. and Li, C. and Liu, A.P. and McKeown, M.J. and Qian, R. and Wang, Z.J.",
        TITLE = "Toward Open-World Electroencephalogram Decoding Via Deep Learning:
A comprehensive survey",
        JOURNAL = SPMag,
        VOLUME = "39",
        YEAR = "2022",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "117-134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267445"}

@article{bb272703,
        AUTHOR = "Bagchi, S. and Bathula, D.R.",
        TITLE = "EEG-ConvTransformer for single-trial EEG-based visual stimulus
classification",
        JOURNAL = PR,
        VOLUME = "129",
        YEAR = "2022",
        PAGES = "108757",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267446"}

@article{bb272704,
        AUTHOR = "Dovedi, T. and Upadhyay, R. and Kumar, V.",
        TITLE = "Hybrid time-reassigned multisynchrosqueezing transform-Picard-based
automated electroencephalography artifact correction methodology for
brain-computer interface applications",
        JOURNAL = IJIST,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "4",
        PAGES = "1338-1356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267447"}

@article{bb272705,
        AUTHOR = "Samanta, K. and Chatterjee, S. and Bose, R.",
        TITLE = "Neuromuscular disease detection based on feature extraction from
time-frequency images of EMG signals employing robust hyperbolic
Stockwell transform",
        JOURNAL = IJIST,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "4",
        PAGES = "1251-1262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267448"}

@article{bb272706,
        AUTHOR = "Chen, P.Y. and Gao, Z.K. and Yin, M.M. and Wu, J.L. and Ma, K. and Grebogi, C.",
        TITLE = "Multiattention Adaptation Network for Motor Imagery Recognition",
        JOURNAL = SMCS,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "5127-5139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267449"}

@article{bb272707,
        AUTHOR = "Kotas, M.P. and Piela, M. and Contreras Ortiz, S.H.",
        TITLE = "Modified Spatio-Temporal Matched Filtering for Brain Responses
Classification",
        JOURNAL = HMS,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "4",
        MONTH = "August",
        PAGES = "677-686",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267450"}

@article{bb272708,
        AUTHOR = "Choo, S. and Nam, C.S.",
        TITLE = "Detecting Human Trust Calibration in Automation:
A Convolutional Neural Network Approach",
        JOURNAL = HMS,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "4",
        MONTH = "August",
        PAGES = "774-783",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267451"}

@article{bb272709,
        AUTHOR = "Li, Y. and Liu, Y. and Guo, Y.Z. and Liao, X.F. and Hu, B. and Yu, T.",
        TITLE = "Spatio-Temporal-Spectral Hierarchical Graph Convolutional Network
with Semisupervised Active Learning for Patient-Specific Seizure
Prediction",
        JOURNAL = Cyber,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "12189-12204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267452"}

@article{bb272710,
        AUTHOR = "Chang, S. and Yang, Z.H. and You, Y.Y. and Guo, X.Y.",
        TITLE = "DSSNet: A Deep Sequential Sleep Network for Self-Supervised
Representation Learning Based on Single-Channel EEG",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "2143-2147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267453"}

@article{bb272711,
        AUTHOR = "Hu, S.Z. and Duan, Y.P. and Tao, X.M. and Li, G.Y. and Lu, J.H.",
        TITLE = "Human Perception Measurement by Electroencephalography for Facial
Image Compression",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "2148-2152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267454"}

@article{bb272712,
        AUTHOR = "Ahmed, H. and Wilbur, R.B. and Bharadwaj, H.M. and Siskind, J.M.",
        TITLE = "Confounds in the Data: Comments on 'Decoding Brain Representations by
Multimodal Learning of Neural Activity and Visual Features'",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9217-9220",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267455"}

@article{bb272713,
        AUTHOR = "Yi, C. and Yao, R.W. and Song, L. and Jiang, L. and Si, Y.J. and Li, P.Y. and Li, F. and Yao, D.Z. and Zhang, Y. and Xu, P.",
        TITLE = "A Novel Method for Constructing EEG Large-Scale Cortical Dynamical
Functional Network Connectivity (dFNC): WTCS",
        JOURNAL = Cyber,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "12869-12881",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267456"}

@article{bb272714,
        AUTHOR = "Gohel, B. and Khare, M.",
        TITLE = "EEG/MEG source imaging in the absence of subject's brain MRI scan:
Perspective on co-registration and MRI selection approach",
        JOURNAL = IJIST,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "1",
        PAGES = "287-298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267457"}

@article{bb272715,
        AUTHOR = "Gunel, S. and Aymanns, F. and Honari, S. and Ramdya, P. and Fua, P.",
        TITLE = "Overcoming the Domain Gap in Neural Action Representations",
        JOURNAL = IJCV,
        VOLUME = "131",
        YEAR = "2023",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "813-833",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267458"}

@article{bb272716,
        AUTHOR = "Liu, Y.X. and Yu, Y. and Ye, Z. and Li, M. and Zhang, Y.F. and Zhou, Z.T. and Hu, D. and Zeng, L.L.",
        TITLE = "Fusion of Spatial, Temporal, and Spectral EEG Signatures Improves
Multilevel Cognitive Load Prediction",
        JOURNAL = HMS,
        VOLUME = "53",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "357-366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267459"}

@article{bb272717,
        AUTHOR = "Lerogeron, H. and Picot Clemente, R. and Rakotomamonjy, A. and Heutte, L.",
        TITLE = "Approximating dynamic time warping with a convolutional neural
network on EEG data",
        JOURNAL = PRL,
        VOLUME = "171",
        YEAR = "2023",
        PAGES = "162-169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267460"}

@article{bb272718,
        AUTHOR = "Tang, Y. and Chen, D. and Liu, H.H. and Cai, C. and Li, X.L.",
        TITLE = "Deep EEG Superresolution via Correlating Brain Structural and
Functional Connectivities",
        JOURNAL = Cyber,
        VOLUME = "53",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4410-4422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267461"}

@article{bb272719,
        AUTHOR = "Pancholi, S. and Giri, A. and Jain, A. and Kumar, L. and Roy, S.",
        TITLE = "Source Aware Deep Learning Framework for Hand Kinematic
Reconstruction Using EEG Signal",
        JOURNAL = Cyber,
        VOLUME = "53",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4094-4106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267462"}

@article{bb272720,
        AUTHOR = "Karimi, S. and Shamsollahi, M.B.",
        TITLE = "Tractable Maximum Likelihood Estimation for Latent Structure
Influence Models With Applications to EEG and ECoG Processing",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "10466-10477",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267463"}

@article{bb272721,
        AUTHOR = "Du, J.Z. and Tai, Y.H. and Li, F. and Chen, Z.Q. and Ren, X.Q. and Li, C.L.",
        TITLE = "Using Beta Rhythm From EEG to Assess Physicians' Operative Skills in
Virtual Surgical Training",
        JOURNAL = HMS,
        VOLUME = "53",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "August",
        PAGES = "688-696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267464"}

@article{bb272722,
        AUTHOR = "Bharadwaj, H.M. and Wilbur, R.B. and Siskind, J.M.",
        TITLE = "Still an Ineffective Method With Supertrials/ERPs: Comments on
'Decoding Brain Representations by Multimodal Learning of Neural
Activity and Visual Features'",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "14052-14054",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267465"}

@article{bb272723,
        AUTHOR = "Huang, W.Q. and Yan, G.H. and Chang, W.W. and Zhang, Y. and Yuan, Y.T.",
        TITLE = "EEG-based classification combining Bayesian convolutional neural
networks with recurrence plot for motor movement/imagery",
        JOURNAL = PR,
        VOLUME = "144",
        YEAR = "2023",
        PAGES = "109838",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267466"}

@article{bb272724,
        AUTHOR = "Kim, B.H. and Choi, J.W. and Lee, H.G. and Jo, S.",
        TITLE = "A discriminative SPD feature learning approach on Riemannian
manifolds for EEG classification",
        JOURNAL = PR,
        VOLUME = "143",
        YEAR = "2023",
        PAGES = "109751",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267467"}

@article{bb272725,
        AUTHOR = "Wang, W.L. and Qi, F.F. and Wipf, D.P. and Cai, C. and Yu, T.Y. and Li, Y.Q. and Zhang, Y. and Yu, Z.L. and Wu, W.",
        TITLE = "Sparse Bayesian Learning for End-to-End EEG Decoding",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "15632-15649",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267468"}

@inproceedings{bb272726,
        AUTHOR = "Seraphim, M. and Dequidt, P. and Lechervy, A. and Yger, F. and Brun, L. and Etard, O.",
        TITLE = "Temporal Sequences of EEG Covariance Matrices for Automated Sleep Stage
Scoring with Attention Mechanisms",
        BOOKTITLE = CAIP23,
        YEAR = "2023",
        PAGES = "II:67-76",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267469"}

@article{bb272727,
        AUTHOR = "Dolzhikova, I. and Abibullaev, B. and Zollanvari, A.",
        TITLE = "A Jackknife-Inspired Deep Learning Approach to Subject-Independent
Classification of EEG",
        JOURNAL = PRL,
        VOLUME = "176",
        YEAR = "2023",
        PAGES = "28-33",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267470"}

@article{bb272728,
        AUTHOR = "Li, C.F. and Fang, G.Y. and Liu, Y. and Liu, J. and Song, L.",
        TITLE = "Decoding Silent Reading EEG Signals Using Adaptive Feature Graph
Convolutional Network",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267471"}

@article{bb272729,
        AUTHOR = "Liu, Z.Y. and Xiao, F.Y. and Lin, C.T. and Cao, Z.",
        TITLE = "A Robust Evidential Multisource Data Fusion Approach Based on
Cooperative Game Theory and Its Application in EEG",
        JOURNAL = SMCS,
        VOLUME = "54",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "729-740",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267472"}

@article{bb272730,
        AUTHOR = "Hou, K. and Zhang, X.W. and Yang, Y.K. and Zhao, Q.Q. and Yuan, W.J. and Zhou, Z.Y. and Zhang, S. and Li, C. and Shen, J. and Hu, B.",
        TITLE = "Emotion Recognition From Multimodal Physiological Signals via
Discriminative Correlation Fusion With a Temporal Alignment Mechanism",
        JOURNAL = Cyber,
        VOLUME = "54",
        YEAR = "2024",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3079-3092",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267473"}

@article{bb272731,
        AUTHOR = "Sun, K. and Peng, C. and Yu, S. and Han, Z.Y. and Xia, F.",
        TITLE = "From Electroencephalogram Data to Brain Networks:
Graph-Learning-Based Brain Disease Diagnosis",
        JOURNAL = IEEE_Int_Sys,
        VOLUME = "39",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "21-29",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267474"}

@article{bb272732,
        AUTHOR = "Zhang, Z. and Wu, W.M. and Sun, C. and Wang, C.",
        TITLE = "Seizure detection via deterministic learning feature extraction",
        JOURNAL = PR,
        VOLUME = "153",
        YEAR = "2024",
        PAGES = "110466",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267475"}

@article{bb272733,
        AUTHOR = "Dang, W.D. and Lv, D.M. and Tang, M.X. and Sun, X.L. and Liu, Y. and Grebogi, C. and Gao, Z.K.",
        TITLE = "Flashlight-Net: A Modular Convolutional Neural Network for Motor
Imagery EEG Classification",
        JOURNAL = SMCS,
        VOLUME = "54",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4507-4516",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267476"}

@article{bb272734,
        AUTHOR = "Ji, Y. and Li, F. and Fu, B. and Zhou, Y.J. and Wu, H. and Li, Y. and Li, X.L. and Shi, G.M.",
        TITLE = "A novel hybrid decoding neural network for EEG signal representation",
        JOURNAL = PR,
        VOLUME = "155",
        YEAR = "2024",
        PAGES = "110726",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267477"}

@article{bb272735,
        AUTHOR = "Bhalerao, S.V. and Pachori, R.B.",
        TITLE = "Automated Classification of Cognitive Visual Objects Using
Multivariate Swarm Sparse Decomposition From Multichannel EEG-MEG
Signals",
        JOURNAL = HMS,
        VOLUME = "54",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "August",
        PAGES = "455-464",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267478"}

@article{bb272736,
        AUTHOR = "Fang, Z. and Albera, L. and Kachenoura, A. and Shu, H. and Kang, Y. and Jeannes, R.L.B.",
        TITLE = "High-Dimensional MVAR Model Identification Based on Structured
Sparsity Penalization",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "1975-1979",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267479"}

@article{bb272737,
        AUTHOR = "Tabejamaat, M. and Mohammadzade, H. and Negin, F. and Bremond, F.",
        TITLE = "EEG classification with limited data: A deep clustering approach",
        JOURNAL = PR,
        VOLUME = "157",
        YEAR = "2025",
        PAGES = "110934",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267480"}

@article{bb272738,
        AUTHOR = "Pan, H.G. and Li, Z. and Fu, Y.P. and Qin, X.B. and Hu, J.C.",
        TITLE = "Reconstructing Visual Stimulus Representation From EEG Signals Based
on Deep Visual Representation Model",
        JOURNAL = HMS,
        VOLUME = "54",
        YEAR = "2024",
        NUMBER = "6",
        MONTH = "December",
        PAGES = "711-722",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267481"}

@article{bb272739,
        AUTHOR = "Feng, Z. and Guan, C.T. and Zheng, R.F. and Sun, Y.",
        TITLE = "STARTS: A Self-Adapted Spatio-Temporal Framework for Automatic E/MEG
Source Imaging",
        JOURNAL = MedImg,
        VOLUME = "44",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1230-1242",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267482"}

@article{bb272740,
        AUTHOR = "Tong, P.F. and Yang, H.R. and Ding, X. and Ding, Y.C. and Geng, X.K. and An, S. and Wang, G.X. and Chen, S.X.",
        TITLE = "Debiased Estimation and Inference for Spatial-Temporal EEG/MEG Source
Imaging",
        JOURNAL = MedImg,
        VOLUME = "44",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1480-1493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267483"}

@article{bb272741,
        AUTHOR = "Pan, H.G. and Tong, S.Y. and Song, H.Q. and Chu, X.",
        TITLE = "A Miner Mental State Evaluation Scheme With Decision Level Fusion
Based on Multidomain EEG Information",
        JOURNAL = HMS,
        VOLUME = "55",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "289-299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267484"}

@article{bb272742,
        AUTHOR = "Lan, Z. and Li, Z.X. and Yan, C. and Xiang, X.J. and Tang, D.Q. and Zhou, H. and Lai, J.",
        TITLE = "Adaptive Knowledge Distillation With Attention-Based Multi-Modal
Fusion for Robust Dim Object Detection",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "2083-2096",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267485"}

@article{bb272743,
        AUTHOR = "Lu, B. and Wang, F. and Chen, J.X. and Wen, G.L. and Hua, C.C. and Fu, R.R.",
        TITLE = "Dynamic Hierarchical Convolutional Attention Network for Recognizing
Motor Imagery Intention",
        JOURNAL = Cyber,
        VOLUME = "55",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2202-2212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267486"}

@article{bb272744,
        AUTHOR = "Singh, K. and Singha, N. and Sharma, A.K. and Bhalaik, S. and Kumar, C.",
        TITLE = "A Novel Approach to Optimized Electrode Selection and Data
Augmentation for MI-EEG Data",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "2174-2178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267487"}

@article{bb272745,
        AUTHOR = "Zenia, N.Z. and Tarng, S. and Dizaji, L.G. and Hu, Y.",
        TITLE = "EEG Features to Quantify the NASA-TLX Factors of Cognitive Workload",
        JOURNAL = HMS,
        VOLUME = "55",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "372-382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267488"}

@article{bb272746,
        AUTHOR = "Abdullah and Faye, I. and Belhaouari, S.B. and Vurity, A. and Ahmad, T.",
        TITLE = "HyperGCN: Interpreting Hyperscanning EEG Signals for Common
Multi-Task Classification Using Graph Convolutional Networks",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "2669-2673",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267489"}

@article{bb272747,
        AUTHOR = "Weng, W. and Gu, Y. and Guo, S. and Ma, Y. and Yang, Z.H. and Liu, Y.C. and Chen, Y.Q.",
        TITLE = "Self-supervised Learning for Electroencephalogram:
A Systematic Survey",
        JOURNAL = Surveys,
        VOLUME = "57",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "July",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267490"}

@article{bb272748,
        AUTHOR = "Bolzan, W. and Farias, K.",
        TITLE = "Investigating EEG Microstate Analysis in Cognitive Software
Engineering Tasks: A Systematic Mapping Study and Taxonomy",
        JOURNAL = Surveys,
        VOLUME = "57",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "July",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267491"}

@article{bb272749,
        AUTHOR = "He, B.F. and Zhu, L. and Li, J.H. and Cichocki, A. and Kong, W.Z.",
        TITLE = "Dual-Brain EEG Decoding for Target Detection via Joint Learning in
Shared and Private Spaces",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "3500-3504",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267492"}

@article{bb272750,
        AUTHOR = "Lou, Y.J. and Shan, Z.C. and Zhang, Y.H. and Zhang, P. and Qian, Z.Y.",
        TITLE = "Effects of Transcutaneous Electrical Nerve Stimulation on Insomnia:
An EEG-Based Brain Functional Network Analysis",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "4304-4308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267493"}

@article{bb272751,
        AUTHOR = "Kovach, C.K. and Gliske, S.V. and Radcliffe, E.M. and Shipley, S. and Thompson, J.A. and Abosch, A.",
        TITLE = "Interpreting the Trispectrum as the Cross-Spectrum of the
Wigner-Ville Distribution",
        JOURNAL = SPLetters,
        VOLUME = "33",
        YEAR = "2026",
        PAGES = "221-225",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267494"}

@article{bb272752,
        AUTHOR = "Chu, C.Q. and Shen, J.N. and Xiao, Q.",
        TITLE = "Graph-regularized geometric deep learning for motor imagery EEG
decoding via multi-domain fusion",
        JOURNAL = PR,
        VOLUME = "174",
        YEAR = "2026",
        PAGES = "112976",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267495"}

@article{bb272753,
        AUTHOR = "Lu, B. and Chen, J.X. and Wang, F. and Wen, G.L. and Fu, R.R. and Hua, C.C.",
        TITLE = "Causality-Driven Convolutional Manifold Attention Network for
Electroencephalogram Signal Decoding",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2253-2264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267496"}

@article{bb272754,
        AUTHOR = "Li, B. and Cao, H. and Chen, B.D. and Wang, T. and Zhang, J.",
        TITLE = "EveryBrain: Generate EEG Responses From Images for Specified
Individuals",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1893-1906",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267497"}

@article{bb272755,
        AUTHOR = "Jing, H.D. and Ma, Y.Q. and Yang, P. and Li, H.Y. and Huang, S. and Chen, B.D. and Zheng, N.N.",
        TITLE = "DAMind: Zero-Shot Visual Cross-Domain Alignment and Representation
for EEG Decoding",
        JOURNAL = IP,
        VOLUME = "35",
        YEAR = "2026",
        PAGES = "3214-3227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267498"}

@article{bb272756,
        AUTHOR = "Angkan, P. and Jalali, A. and Hungler, P. and Etemad, A.",
        TITLE = "Multidomain EEG Representation Learning With Orthogonal Mapping and
Attention-Based Fusion for Cognitive Load Classification",
        JOURNAL = HMS,
        VOLUME = "56",
        YEAR = "2026",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "343-355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267499"}

@article{bb272757,
        AUTHOR = "Sarkis, M. and rizkallah, M. and Moussaoui, S.",
        TITLE = "Force-Driven Graph Learning and Classification",
        JOURNAL = SPLetters,
        VOLUME = "33",
        YEAR = "2026",
        PAGES = "1546-1550",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267500"}

@article{bb272758,
        AUTHOR = "Huang, C. and Li, G.Q. and Zhong, S.H. and Lu, R.R. and Gao, T.H.",
        TITLE = "DiffEEGBooth: A diffusion-based EEG generation framework for motor
imagery with temporal consistency and neurophysiological constraint",
        JOURNAL = JVCIR,
        VOLUME = "117",
        YEAR = "2026",
        PAGES = "104758",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267501"}

@article{bb272759,
        AUTHOR = "Chen, J. and Pi, D.C. and Jiang, X.Y. and Gao, F. and Chen, Y.",
        TITLE = "EEGcUCC: Semi-supervised deep EEG clustering with union constraint
learning and contrastive learning",
        JOURNAL = PR,
        VOLUME = "177",
        YEAR = "2026",
        PAGES = "113376",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267502"}

@inproceedings{bb272760,
        AUTHOR = "Guo, Z.Q. and Wu, J. and Song, Y.H. and Bu, J.H. and Mai, W.J. and Zheng, Q.H. and Ouyang, W.L. and Song, C.F.",
        TITLE = "Neuro-3D: Towards 3D Visual Decoding from EEG Signals",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "23870-23880",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267503"}

@inproceedings{bb272761,
        AUTHOR = "Wu, H.T. and Li, Q. and Zhang, C.Q. and He, Z. and Ying, X.M.",
        TITLE = "Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "2246-2257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267504"}

@inproceedings{bb272762,
        AUTHOR = "Xu, Y.K. and Wang, J.Z. and Chen, Y.H. and Yang, J. and Ming, W.J. and Wang, S. and Sawan, M.",
        TITLE = "VSVIG: Real-time Video-based Seizure Detection via Skeleton-based
Spatiotemporal VIG",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXII: 228-245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267505"}

@inproceedings{bb272763,
        AUTHOR = "Bai, Y.P. and Wang, X.T. and Cao, Y.P. and Ge, Y.X. and Yuan, C. and Shan, Y.",
        TITLE = "Dreamdiffusion: High-quality EEG-to-Image Generation with Temporal
Masked Signal Modeling and Clip Alignment",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXI: 472-488",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267506"}

@inproceedings{bb272764,
        AUTHOR = "Fukushima, T. and Miyamoto, R.",
        TITLE = "Spatiotemporal Pooling on Appropriate Topological Maps Represented as
Two-dimensional Images for EEG Classification",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "II: 54-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267507"}

@inproceedings{bb272765,
        AUTHOR = "Shimizu, D. and Watanabe, K. and Dengel, A.",
        TITLE = "Feature Estimation of Global Language Processing in EEG Using Attention
Maps",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "II: 88-103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267508"}

@inproceedings{bb272766,
        AUTHOR = "Singh, P. and Dalal, D. and Vashishtha, G. and Miyapuram, K. and Raman, S.",
        TITLE = "Learning Robust Deep Visual Representations from EEG Brain Recordings",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "7538-7547",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267509"}

@inproceedings{bb272767,
        AUTHOR = "Takagi, Y. and Nishimoto, S.",
        TITLE = "High-resolution image reconstruction with latent diffusion models
from human brain activity",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "14453-14463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267510"}

@inproceedings{bb272768,
        AUTHOR = "Zhang, M.J. and Liu, J. and Liu, C. and Wu, T. and Peng, X.P.",
        TITLE = "An Efficient CADNet for Classification of High-frequency Oscillations
in Magnetoencephalography",
        BOOKTITLE = ICRVC22,
        YEAR = "2022",
        PAGES = "25-30",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267511"}

@inproceedings{bb272769,
        AUTHOR = "Delvigne, V. and Wannous, H. and Vandeborre, J.P. and Ris, L. and Dutoit, T.",
        TITLE = "Spatio-Temporal Analysis of Transformer based Architecture for
Attention Estimation from EEG",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "1076-1082",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267512"}

@inproceedings{bb272770,
        AUTHOR = "Lotey, T. and Keserwani, P. and Wasnik, G. and Roy, P.P.",
        TITLE = "Cross-Session Motor Imagery EEG Classification using Self-Supervised
Contrastive Learning",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "975-981",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267513"}

@inproceedings{bb272771,
        AUTHOR = "Tamekue, C. and Prandi, D. and Chitour, Y.",
        TITLE = "Reproducing Sensory Induced Hallucinations via Neural Fields",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3326-3330",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267514"}

@inproceedings{bb272772,
        AUTHOR = "Shah, D. and Govind, M. and Gopan, K.G. and Sinha, N.",
        TITLE = "Deep Learning Based EEG Analysis Using Video Analytics",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "536-540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267515"}

@inproceedings{bb272773,
        AUTHOR = "Avola, D. and Cascio, M. and Cinque, L. and Fagioli, A. and Foresti, G.L. and Marini, M.R. and Pannone, D.",
        TITLE = "Analyzing EEG Data with Machine and Deep Learning: A Benchmark",
        BOOKTITLE = CIAP22,
        YEAR = "2022",
        PAGES = "I:335-345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267516"}

@inproceedings{bb272774,
        AUTHOR = "Ahmed, H. and Wilbur, R.B. and Bharadwaj, H.M. and Siskind, J.M.",
        TITLE = "Object classification from randomized EEG trials",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "3844-3853",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267517"}

@inproceedings{bb272775,
        AUTHOR = "Lemkhenter, A. and Favaro, P.",
        TITLE = "Boosting Generalization in Bio-signal Classification by Learning the
Phase-Amplitude Coupling",
        BOOKTITLE = GCPR20,
        YEAR = "2020",
        PAGES = "72-85",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267518"}

@inproceedings{bb272776,
        AUTHOR = "Solorzano Espindola, C.E. and Sossa, H. and Zamora, E.",
        TITLE = "A Comparison Study of EEG Signals Classifiers for Inter-subject
Generalization",
        BOOKTITLE = MCPR21,
        YEAR = "2021",
        PAGES = "305-315",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267519"}

@inproceedings{bb272777,
        AUTHOR = "Kim, B.H. and Suh, Y.J. and Lee, H.G. and Jo, S.H.",
        TITLE = "Nonlinear Ranking Loss on Riemannian Potato Embedding",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4348-4355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267520"}

@inproceedings{bb272778,
        AUTHOR = "Chakladar, D.D. and Dey, S. and Roy, P.P. and Iwamura, M.",
        TITLE = "EEG-Based Cognitive State Assessment Using Deep Ensemble Model and
Filter Bank Common Spatial Pattern",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4107-4114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267521"}

@inproceedings{bb272779,
        AUTHOR = "Awrangjeb, M. and Rodrigues, J.d.C. and Stantic, B. and Estivill Castro, V.",
        TITLE = "A fair comparison of the EEG signal classification methods for
alcoholic subject identification",
        BOOKTITLE = IVCNZ20,
        YEAR = "2020",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267522"}

@inproceedings{bb272780,
        AUTHOR = "Pilz, C.S. and Ben Makhlouf, I. and Habel, U. and Leonhardt, S.",
        TITLE = "Predicting Brainwaves from Face Videos",
        BOOKTITLE = CVPM20,
        YEAR = "2020",
        PAGES = "1139-1147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267523"}

@inproceedings{bb272781,
        AUTHOR = "Kim, J. and Kim, W. and Oh, H. and Lee, S. and Lee, S.",
        TITLE = "A Deep Cybersickness Predictor Based on Brain Signal Analysis for
Virtual Reality Contents",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "10579-10588",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267524"}

@inproceedings{bb272782,
        AUTHOR = "Healy, G. and Wang, Z.W. and Ward, T. and Smeaton, A. and Gurrin, C.",
        TITLE = "Experiences and Insights from the Collection of a Novel Multimedia EEG
Dataset",
        BOOKTITLE = MMMod20,
        YEAR = "2020",
        PAGES = "II:475-486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267525"}

@inproceedings{bb272783,
        AUTHOR = "Murashov, D. and Obukhov, Y. and Kershner, I. and Sinkin, M.",
        TITLE = "Detecting Events in Video Sequence of Video-EEG Monitoring",
        BOOKTITLE = PTVSBB19,
        YEAR = "2019",
        PAGES = "155-159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267526"}

@inproceedings{bb272784,
        AUTHOR = "Mukherjee, P. and Das, A. and Bhunia, A.K. and Roy, P.P.",
        TITLE = "Cogni-Net: Cognitive Feature Learning Through Deep Visual Perception",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "4539-4543",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267527"}

@inproceedings{bb272785,
        AUTHOR = "Kanwal, S. and Uzair, M. and Ullah, H. and Khan, S.D. and Ullah, M. and Cheikh, F.A.",
        TITLE = "An Image Based Prediction Model for Sleep Stage Identification",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "1366-1370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267528"}

@inproceedings{bb272786,
        AUTHOR = "Orru, G. and Garau, M. and Fraschini, M. and Acedo, J. and Didaci, L. and Ibanez, D. and Soria Frish, A. and Marcialis, G.L.",
        TITLE = "Personal Identity Verification by EEG-Based Network Representation on a
Portable Device",
        BOOKTITLE = CAIP19,
        YEAR = "2019",
        PAGES = "II:164-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267529"}

@inproceedings{bb272787,
        AUTHOR = "Nguyen, B. and Ma, W. and Tran, D.",
        TITLE = "Impact of lossy data compression techniques on EEG-based pattern
recognition systems",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "2308-2313",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267530"}

@inproceedings{bb272788,
        AUTHOR = "Mutasim, A.K. and RaihanulBashar, M. and SardarTipu, R. and KafiulIslam, M. and AshrafulAmin, M.",
        TITLE = "Effect of Artefact Removal Techniques on EEG Signals for Video
Category Classification",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "3513-3518",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267531"}

@inproceedings{bb272789,
        AUTHOR = "Liu, X. and Tao, X. and Zhan, Y.",
        TITLE = "Calibrating Human Perception Threshold of Video Distortion Using EEG",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3543-3547",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267532"}

@inproceedings{bb272790,
        AUTHOR = "Hernandez, L.G. and Antelis, J.M.",
        TITLE = "A Comparison of Deep Neural Network Algorithms for Recognition of EEG
Motor Imagery Signals",
        BOOKTITLE = MCPR18,
        YEAR = "2018",
        PAGES = "126-134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267533"}

@inproceedings{bb272791,
        AUTHOR = "Gharbali, A.A. and Najdi, S. and Fonseca, J.M.",
        TITLE = "Transfer Learning of Spectrogram Image for Automatic Sleep Stage
Classification",
        BOOKTITLE = ICIAR18,
        YEAR = "2018",
        PAGES = "522-528",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267534"}

@inproceedings{bb272792,
        AUTHOR = "Qin, J. and Liu, F. and Wang, S. and Rosenberger, J.",
        TITLE = "EEG source imaging based on spatial and temporal graph structures",
        BOOKTITLE = IPTA17,
        YEAR = "2017",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267535"}

@inproceedings{bb272793,
        AUTHOR = "Toyoda, A. and Ogawa, T. and Haseyama, M.",
        TITLE = "MvLFDA-based video preference estimation using complementary
properties of features",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "635-639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267536"}

@inproceedings{bb272794,
        AUTHOR = "Orjuela Canon, A.D. and Renteria Meza, O. and Hernandez, L.G. and Ruiz Olaya, A.F. and Cerquera, A. and Antelis, J.M.",
        TITLE = "Self-organizing Maps for Motor Tasks Recognition from Electrical Brain
Signals",
        BOOKTITLE = CIARP17,
        YEAR = "2017",
        PAGES = "458-465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267537"}

@inproceedings{bb272795,
        AUTHOR = "Murabito, F. and Palazzo, S. and Spampinato, C. and Giordano, D.",
        TITLE = "Generating Knowledge-Enriched Image Annotations for Fine-Grained Visual
Classification",
        BOOKTITLE = CIAP17,
        YEAR = "2017",
        PAGES = "I:332-344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267538"}

@inproceedings{bb272796,
        AUTHOR = "Spampinato, C. and Palazzo, S. and Kavasidis, I. and Giordano, D. and Souly, N. and Shah, M.",
        TITLE = "Deep Learning Human Mind for Automated Visual Classification",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "4503-4511",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267539"}

@inproceedings{bb272797,
        AUTHOR = "Cirett Galan, F. and Torres Peralta, R. and Beal, C.R.",
        TITLE = "Language Proficiency Classification During Computer-Based Test with EEG
Pattern Recognition Methods",
        BOOKTITLE = MCPR17,
        YEAR = "2017",
        PAGES = "288-296",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267540"}

@inproceedings{bb272798,
        AUTHOR = "Sarker, T. and Paul, S. and Rayhan, A. and Zabir, I. and Shahnaz, C.",
        TITLE = "Bi-spectral higher order statistics and time-frequency domain
features for arithmetic task classification from EEG signals",
        BOOKTITLE = IVPR17,
        YEAR = "2017",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267541"}

@inproceedings{bb272799,
        AUTHOR = "Torres Valencia, C. and Hernandez Muriel, J. and Gonzalez Vanegas, W. and Alvarez Meza, A. and Orozco, A.A. and Alvarez, M.A.",
        TITLE = "Non-parametric Source Reconstruction via Kernel Temporal Enhancement
for EEG Data",
        BOOKTITLE = CIARP16,
        YEAR = "2016",
        PAGES = "443-450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical881.html#TT267542"}

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