P
Pankaj Pandey
Researcher at Indian Institute of Technology Gandhinagar
Publications - 7
Citations - 32
Pankaj Pandey is an academic researcher from Indian Institute of Technology Gandhinagar. The author has contributed to research in topics: Deep learning & Elementary cognitive task. The author has an hindex of 2, co-authored 7 publications receiving 5 citations. Previous affiliations of Pankaj Pandey include Indian Institutes of Technology & International Institute of Information Technology.
Papers
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Book ChapterDOI
BRAIN2DEPTH: Lightweight CNN Model for Classification of Cognitive States from EEG Recordings
TL;DR: In this article, the authors proposed a simple, lightweight CNN model to classify cognitive states from EEG recordings, which can be used in a real-time computation environment such as neurofeedback.
Book ChapterDOI
Brain Connectivity Based Classification of Meditation Expertise
TL;DR: In this article, the authors analyzed oscillatory brain activities of expert and non-expert meditators from the Himalayan yoga tradition and presented an analysis pipeline employing machine learning techniques.
Proceedings ArticleDOI
Classifying Oscillatory Signatures of Expert vs NonExpert Meditators
TL;DR: The meditative state between expert and non-expert meditators is classified with 100% accuracy using d5,d6,d7,d8,a8 coefficients and Multi-Layer Perceptron and Quadratic Discriminant Analysis attain the highest accuracy.
Posted Content
Understanding Consumer Preferences for Movie Trailers from EEG using Machine Learning.
TL;DR: The research shows that neural correlates can be an effective predictor of consumer choices and can significantly enhance the understanding of consumer behavior.
Journal ArticleDOI
Analyzing Cognitive States Using fMRI Data
TL;DR: Time-series of 3D volumes of Functional Magnetic Resonance scans of subjects performing well defined cognitive tasks are utilized and a framework for classifying between two distinct cognitive tasks is reported.