Medic: Mitigating EEG data scarcity via class-conditioned diffusion model

G Sharma, A Dhall, R Subramanian - Deep Generative Models for …, 2023 - openreview.net
Learning with a small-scale Electroencephalography (EEG) dataset is a non-trivial task. On
the other hand, collecting a large-scale EEG dataset is equally challenging due to subject …

Preparing for solar and heliospheric science with the SKAO: An Indian perspective

D Oberoi, SK Bisoi, KS Raja, D Kansabanik… - Journal of Astrophysics …, 2023 - Springer
Abstract The Square Kilometre Array Observatory (SKAO) is perhaps the most ambitious
radio telescope envisaged yet. It will enable unprecedented studies of the Sun, corona and …

Eeg-based cognitive load estimation of acoustic parameters for data sonification

G Sharma, S Madan, M Bilalpur, A Dhall… - … on Cognitive and …, 2025 - ieeexplore.ieee.org
Sonification is a data visualization technique which expresses data attributes via
psychoacoustic parameters, which are non-speech audio signals used to convey …

Exploring Electroencephalography-Based Affective Analysis and Detection of Parkinson's Disease

R Parameshwara, S Narayana, M Murugappan… - Intelligent …, 2024 - spj.science.org
While Parkinson's disease (PD) is typically characterized by motor disorder, there is also
evidence of diminished emotion perception in PD patients. This study examines the utility of …

Stronger correlation of music features with brain signals predicts increased levels of enjoyment

P Pandey, PS Bedmutha… - 2023 IEEE Applied …, 2023 - ieeexplore.ieee.org
Music recommendation systems struggle with predicting the aesthetic responses of listeners
based solely on acoustic characteristics, which are dependent on the listener's perception …

A Spectro-Statistical Approach for Emotion Identification from EEG Signals

LR Sookha, G Sharma, MA Ganaie… - 2024 IEEE 18th …, 2024 - ieeexplore.ieee.org
Automatic identification of emotions is important in human-centered computing. It allows
machines to better understand user emotions. Identifying emotions via neural sensing …

Towards the development of personalized and generalized interfaces for brain signals across different styles of meditation

S Singh, P Pandey, S Chaudhary… - Proceedings of the …, 2022 - dl.acm.org
Human-computer interaction investigates how people learn from technology, and how they
use technology in everyday life. Researchers have used brain-computer interfaces to …