Publications

S. Ranjan, A. Jain, R. Badal, A. Kumar, H. Shende, D. Joshi, P. Yadav, and L. Kumar, "Working Memory Functional Connectivity Analysis for Dementia Classification using EEG, " arXiv preprint arXiv:2510.13399 (2025)

P. Anand*, A. Jain*, S. P. Muthukrishnan, S. Bhasin, S. Roy, M. Kalathe and L. Kumar, "EEG-based 90-Degree Turn Intention Detection for Brain-Computer Interface," MBCC 2025, IIT Mandi, June 4-7, 2025 (*Equal contribution )

A. Jain and L. Kumar, "ESI-GAL: EEG Source Imaging-based Kinematics Parameter Estimation for Grasp and Lift Task," in Elsevier Computers in Biology and Medicine, vol. 186, 2025, 109608, https://doi.org/10.1016/j.compbiomed.2024.109608

M. Saini*, A. Jain*, S. P. Muthukrishnan, S. Bhasin, S. Roy and L. Kumar, "BiCurNet: Pre-Movement EEG based Neural Decoder for Biceps Curl Trajectory Estimation," in IEEE Transactions on Instrumentation and Measurement, vol. 73, pp. 1-11, 2024, Art no. 2505211, doi: 10.1109/TIM.2023.3346505 (*Equal contribution )

A. Jain and L. Kumar, "EEG Cortical Source Feature based Hand Kinematics Decoding using Residual CNN-LSTM Neural Network," 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Sydney, Australia, 2023, pp. 1-4, doi: 10.1109/EMBC40787.2023.10341052

A. Jain and L. Kumar, " Subject-Independent Trajectory Prediction using Pre-movement EEG during Grasp and Lift Task," in Elsevier Biomedical Signal Processing and Control, vol. 86, pp. 105160, 2023, doi: https://doi.org/10.1016/j.bspc.2023.105160

S. Pancholi, A. Giri, A. Jain, L. Kumar and S. Roy, "Source Aware Deep Learning Framework for Hand Kinematic Reconstruction Using EEG Signal," in IEEE Transactions on Cybernetics, vol. 53, no. 7, pp. 4094-4106, July 2023, doi: 10.1109/TCYB.2022.3166604

A. Jain and L. Kumar, "PreMovNet: Premovement EEG-Based Hand Kinematics Estimation for Grasp-and-Lift Task," in IEEE Sensors Letters, vol. 6, no. 7, pp. 1-4, July 2022, Art no. 7002204, doi: 10.1109/LSENS.2022.3183284

R. Bajpai, A. Tiwari, A. Jain and D. Joshi, "A Novel Instrumented Outsole for Real-Time Foot Kinematic Measurements: Validation Across Different Speeds and Simulated Foot Landing," in IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1-10, 2022, Art no. 2003310, doi: 10.1109/TIM.2022.3175265