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2025	The Impact of Visual and Kinesthetic Motor Imagery on Mental Fatigue and Classification Performance in Untrained Participants International Journal of Human–Computer Interaction Cheng Yang, Zhekun Chen, Shiyu Wang, Zhichao Zhang, Lei Kong, Xiaoyu Chen
2025	Event-related desynchronization detection and electroencephalography motor imagery classification using vision transformer Intelligent Data Analysis: An International Journal Vaishali Shirodkar, Damodar Reddy Edla, Annu Kumari, Sridhar Chintala
2025	Generative modeling and augmentation of EEG signals using improved diffusion probabilistic models Journal of Neural Engineering Szabolcs Torma, Luca Szegletes
2025	A Spatiotemporal Feature Extraction Technique Using Superlet-CNN Fusion for Improved Motor Imagery Classification IEEE Access Neha Sharma, Manoj Sharma, Amit Singhal, Nuzhat Fatema, Vinay Kumar Jadoun, Hasmat Malik, Asyraf Afthanorhan
2025	Motor imagery EEG signal classification based on deformable convolution v3 and adaptive spatial attention mechanism Biomedical Signal Processing and Control Xiuli Du, Meiling Xi, Xiaohui Ding, Fang Wang, Shaoming Qiu, Yana Lv, Qingli Liu
2025	2025 7th International Conference on Energy, Power and Environment (ICEPE) Shivam Singh Chandel, Sachin Singh, Rajat Kumar
2024	Motor imagery classification using sparse nonnegative matrix factorization and convolutional neural networks Neural Computing and Applications Poonam Chaudhary, Yash Vardhan Varshney, Gautam Srivastava, Surbhi Bhatia
2024	Cross Subject Myocardial Infarction Detection From Vectorcardiogram Signals Using Binary Harry Hawks Feature Selection and Ensemble Classifiers IEEE Access M. Krishna Chaitanya, Lakhan Dev Sharma
2024	Enhancing MI EEG Signal Classification With a Novel Weighted and Stacked Adaptive Integrated Ensemble Model: A Multi-Dataset Approach IEEE Access Hossein Ahmadi, Luca Mesin
2024	Diagnosis of Schizophrenia Using EEG Sensor Data: A Novel Approach with Automated Log Energy-Based Empirical Wavelet Reconstruction and Cepstral Features Sensors Sumair Aziz, Muhammad Umar Khan, Khushbakht Iqtidar, Raul Fernandez-Rojas
2024	Enhancing Motor Imagery Electroencephalography Classification with a Correlation-Optimized Weighted Stacking Ensemble Model Electronics Hossein Ahmadi, Luca Mesin
2023	Classification of Motor Imagery Based on Multi-Scale Feature Extraction and the Channel-Temporal Attention Module IEEE Transactions on Neural Systems and Rehabilitation Engineering Runze Wu, Jing Jin, Ian Daly, Xingyu Wang, Andrzej Cichocki
2023	Design of feature selection algorithm for high-dimensional network data based on supervised discriminant projection PeerJ Computer Science Zongfu Zhang, Qingjia Luo, Zuobin Ying, Rongbin Chen, Hongan Chen
2023	A novel framework for classification of two-class motor imagery EEG signals using logistic regression classification algorithm PLOS ONE Rabia Avais Khan, Nasir Rashid, Muhammad Shahzaib, Umar Farooq Malik, Arshia Arif, Javaid Iqbal, Mubasher Saleem, Umar Shahbaz Khan, Mohsin Tiwana
2023	Recent Trends in EEG-Based Motor Imagery Signal Analysis and Recognition: A Comprehensive Review IEEE Access Neha Sharma, Manoj Sharma, Amit Singhal, Ritesh Vyas, Hasmat Malik, Asyraf Afthanorhan, Mohammad Asef Hossaini
2023	Influence of hydrological state on trophic state in dam induced seasonally inundated flood plain wetland Ecohydrology & Hydrobiology Pankaj Singha, Swades Pal
2023	Survey on the research direction of EEG-based signal processing Frontiers in Neuroscience Congzhong Sun, Chaozhou Mou
2023	An Efficient Approach for Recognition of Motor Imagery EEG Signals Using the Fourier Decomposition Method IEEE Access Neha Sharma, Manoj Sharma, Amit Singhal, Ritesh Vyas, Hasmat Malik, Mohammad Asef Hossaini, Asyraf Afthanorhan
2023	A CNN-based modular classification scheme for motor imagery using a novel EEG sampling protocol suitable for IoT healthcare systems Neural Computing and Applications Mario I. Chacon-Murguia, Eduardo Rivas-Posada
2023	Functional Mapping of the Brain for Brain–Computer Interfacing: A Review Electronics Satya P. Singh, Sachin Mishra, Sukrit Gupta, Parasuraman Padmanabhan, Lu Jia, Teo Kok Ann Colin, Yeo Tseng Tsai, Teo Kejia, Pramod Sankarapillai, Anand Mohan, Balázs Gulyás
2022	Stockwell transform and semi-supervised feature selection from deep features for classification of BCI signals Scientific Reports Sahar Salimpour, Hashem Kalbkhani, Saeed Seyyedi, Vahid Solouk
2022	Review of Machine Learning Techniques for EEG Based Brain Computer Interface Archives of Computational Methods in Engineering Swati Aggarwal, Nupur Chugh
2022	A hybrid scheme for AEP based hearing deficiency diagnosis: CWT and convoluted k-nearest neighbour (CKNN) pipeline Neuroscience Informatics Md Nahidul Islam, Norizam Sulaiman, Bifta Sama Bari, Mamunur Rashid, Mahfuzah Mustafa
2022	Lecture Notes in Computer Science Taslima Khanam, Siuly Siuly, Hua Wang
2022	A new dataset for EEG abnormality detection MTOUH Turkish Journal of Science and Technology İrem TAŞCI, Burak TASCİ, Sengul DOGAN, Türker TUNCER
2022	How to successfully classify EEG in motor imagery BCI: a metrological analysis of the state of the art Journal of Neural Engineering Pasquale Arpaia, Antonio Esposito, Angela Natalizio, Marco Parvis
2021	2021 IEEE Applied Imagery Pattern Recognition Workshop (AIPR) Bhagyasree Kanuparthi, Anish C. Turlapaty, Balakrishna Gokaraju
2021	2021 Third International Conference on Inventive Research in Computing Applications (ICIRCA) C. Thirumarai Selvi, R. S. Sankarasubramanian, P. Gnana Prakash, R. Narendra Kumar, K. Chandra Mohan
2021	Diagnosis of hearing deficiency using EEG based AEP signals: CWT and improved-VGG16 pipeline PeerJ Computer Science Md Nahidul Islam, Norizam Sulaiman, Fahmid Al Farid, Jia Uddin, Salem A. Alyami, Mamunur Rashid, Anwar P.P. Abdul Majeed, Mohammad Ali Moni
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