Article

Devi, Seema, Singha, Nitin, Singh, Mahesh K. and Bhalaik, Swati ORCID: https://orcid.org/0009-0006-7969-4595 (2026) EEGLite: Fast, Accurate, and Energy-Efficient CNN–Attention Framework for MI-EEG Classification in IoT-Based BCI Systems. IEEE Sensors Journal. Institute of Electrical and Electronics Engineers Inc. . ISSN 1530-437X (In Press) Available at: https://doi.org/10.1109/JSEN.2026.3707245

Singh, Kamal, Singha, Nitin, Sharma, Anuj K., Bhalaik, Swati and Kumar, Chirag (2025) Optimized EEG Sensor Electrode Configuration for Motor Imagery Decoding with Minimal Accuracy Loss and Reduced Cost. IEEE Sensors Letters. Institute of Electrical and Electronics Engineers Inc. . ISSN 2475-1472 (In Press) Available at: https://doi.org/10.1109/LSENS.2025.3622924

Singh, Kamal, Singha, Nitin, Sharma, Anuj K., Bhalaik, Swati and Kumar, Chirag (2025) A Novel Approach to Optimized Electrode Selection and Data Augmentation for MI-EEG Data. IEEE Signal Processing Letters. pp. 1-5. IEEE . ISSN 1070-9908 Available at: https://doi.org/10.1109/LSP.2025.3569212

Singh, Kamal, Singha, Nitin and Bhalaik, Swati (2025) CCLNet: multiclass motor imagery EEG decoding through extended common spatial patterns and CNN-LSTM hybrid network. The Journal of Supercomputing, 81 (7): 805. Springer . ISSN 1573-0484 Available at: https://doi.org/10.1007/s11227-025-07319-2

Singh, Kamal, Singha, Nitin, Jaswal, Gaurav and Bhalaik, Swati (2024) A novel CNN with sliding window technique for enhanced classification of MI-EEG sensor data. IEEE Sensors Journal. p. 1. IEEE . ISSN 1530-437X Available at: https://doi.org/10.1109/JSEN.2024.3515252