4 citations · 8 across the 4 of their papers we have counts for
4 papers · 1 filter
Supervised Contrastive Learning Framework for Electroencephalography-based Air-writing Recognition
Anant Jain, Ayush Tripathi
Electroencephalography (EEG) - based air-writing recognition offers a human-computer interaction paradigm by decoding neural activity associated with handwriting movements. Despite…
EEG-based 90-Degree Turn Intention Detection for Brain-Computer Interface
Pradyot Anand, Anant Jain, Suriya Prakash Muthukrishnan +3
Electroencephalography (EEG)--based turn intention prediction for lower limb movement is important to build an efficient brain-computer interface (BCI) system. This study investiga…
ESI-GAL: EEG Source Imaging-based Trajectory Estimation for Grasp and Lift Task
Anant Jain, Lalan Kumar
Electroencephalogram (EEG) signals-based motor kinematics prediction (MKP) has been an active area of research to develop brain-computer interface (BCI) systems such as exosuits, p…
EEG Cortical Source Feature based Hand Kinematics Decoding using Residual CNN-LSTM Neural Network
Anant Jain, Lalan Kumar
Motor kinematics decoding (MKD) using brain signal is essential to develop Brain-computer interface (BCI) system for rehabilitation or prosthesis devices. Surface electroencephalog…