22 citations · 76 across the 13 of their papers we have counts for
13 papers
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…
Deep Learning-based Classification of Dementia using Image Representation of Subcortical Signals
Shivani Ranjan, Ayush Tripathi, Harshal Shende +5
Dementia is a neurological syndrome marked by cognitive decline. Alzheimer's disease (AD) and Frontotemporal dementia (FTD) are the common forms of dementia, each with distinct pro…
Insights into Age-Related Functional Brain Changes during Audiovisual Integration Tasks: A Comprehensive EEG Source-Based Analysis
Prerna Singh, Ayush Tripathi, Lalan Kumar +1
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) ha…
NeuroAiR: Deep Learning Framework for Airwriting Recognition from Scalp-recorded Neural Signals
Ayush Tripathi, Aryan Gupta, A. P. Prathosh +2
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 correspo…
Brain Connectivity Features-based Age Group Classification using Temporal Asynchrony Audio-Visual Integration Task
Prerna Singh, Ayush Tripathi, Lalan Kumar +1
The process of integration of inputs from several sensory modalities in the human brain is referred to as multisensory integration. Age-related cognitive decline leads to a loss in…
TripCEAiR: A Multi-Loss minimization approach for surface EMG based Airwriting Recognition
Ayush Tripathi, Prathosh AP, Suriya Prakash Muthukrishnan +1
Airwriting Recognition refers to the problem of identification of letters written in space with movement of the finger. It can be seen as a special case of dynamic gesture recognit…