11 citations · 17 across the 4 of their papers we have counts for
5 papers
EEG2IMAGE: Image Reconstruction from EEG Brain Signals
Prajwal Singh, Pankaj Pandey, Krishna Miyapuram +1
Reconstructing images using brain signals of imagined visuals may provide an augmented vision to the disabled, leading to the advancement of Brain-Computer Interface (BCI) technolo…
Neural Encoding of Songs is Modulated by Their Enjoyment
Gulshan Sharma, Pankaj Pandey, Ramanathan Subramanian +2
We examine user and song identification from neural (EEG) signals. Owing to perceptual subjectivity in human-media interaction, music identification from brain signals is a challen…
Improving self-supervised pretraining models for epileptic seizure detection from EEG data
Sudip Das, Pankaj Pandey, Krishna Prasad Miyapuram
There is abundant medical data on the internet, most of which are unlabeled. Traditional supervised learning algorithms are often limited by the amount of labeled data, especially…
BRAIN2DEPTH: Lightweight CNN Model for Classification of Cognitive States from EEG Recordings
Pankaj Pandey, Krishna Prasad Miyapuram
Several Convolutional Deep Learning models have been proposed to classify the cognitive states utilizing several neuro-imaging domains. These models have achieved significant resul…
Understanding Consumer Preferences for Movie Trailers from EEG using Machine Learning
Pankaj Pandey, Raunak Swarnkar, Shobhit Kakaria +1
Neuromarketing aims to understand consumer behavior using neuroscience. Brain imaging tools such as EEG have been used to better understand consumer behavior that goes beyond self-…