NeuroAiR: Deep Learning Framework for Airwriting Recognition from Scalp-recorded Neural Signals

A Tripathi, A Gupta, AP Prathosh… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Airwriting recognition is a task that involves identifying letters written in free space using
finger movement. It is a special case of gesture recognition, where gestures correspond to …

[HTML][HTML] Exploring age-related functional brain changes during audio-visual integration tasks in early to mid-adulthood

P Singh, A Tripathi, TK Gandhi, L Kumar - Neuroscience Informatics, 2024 - Elsevier
The seamless integration of visual and auditory information is a fundamental aspect of
human cognition. Although age-related functional changes in Audio-Visual Integration (AVI) …

ESI-GAL: EEG Source Imaging-based Kinematics Parameter Estimation for Grasp and Lift Task

A Jain, L Kumar - arXiv preprint arXiv:2406.11500, 2024 - arxiv.org
Objective: Electroencephalogram (EEG) signals-based motor kinematics prediction (MKP)
has been an active area of research to develop brain-computer interface (BCI) systems such …