3 papers
cs.CV2026
What Does the Brain See? Multiview Neural Representations to Demystify the Brain-Visual Alignment
Salini Yadav, Taveena Lotey, Pravendra Singh +1
Zero-shot visual decoding from electroencephalography (EEG) aims to infer visual semantics from non-invasive neural recordings, but remains challenging due to the low signal-to-noi…
cs.LG2025
Feature Reweighting for EEG-based Motor Imagery Classification
Taveena Lotey, Prateek Keserwani, Debi Prosad Dogra +1
Classification of motor imagery (MI) using non-invasive electroencephalographic (EEG) signals is a critical objective as it is used to predict the intention of limb movements of a…
eess.SP2024
EEG-Based Mental Imagery Task Adaptation via Ensemble of Weight-Decomposed Low-Rank Adapters
Taveena Lotey, Aman Verma, Partha Pratim Roy
Electroencephalography (EEG) is widely researched for neural decoding in Brain Computer Interfaces (BCIs) as it is non-invasive, portable, and economical. However, EEG signals suff…