EEG Spectral Correlates of Rapid and Deep Slow Breathing States and classification using ML
Authors: Swadha Patnaik, Pankaj Pandey, Inavamsi Arun, Gyan Yadav, Krishna Prasad Miyapuram, Derek Lomas
Conference
Music identification using brain responses to initial snippets
Authors: Pankaj Pandey, Gulshan Sharma, Krishna Prasad Miyapuram, Ramanathan Subramanian, Derek Lomas
Predicting learning stages during the serial reaction time task using event-related potentials
Authors: Inavamsi Arun, Pankaj Pandey, Gyan Yadav, Krishna Prasad Miyapuram
Nonlinear EEG analysis of mindfulness training using interpretable machine learning
Authors: Pankaj Pandey, Krishna Prasad Miyapuram
Predicting dominant beat frequency from brain responses while listening to music
Authors: Pankaj Pandey, Nashra Ahmad, Krishna Prasad Miyapuram, Derek Lomas
Movie Identification from Electroencephalography Response Using Convolutional Neural Network
Authors: Dhananjay Sonawane, Pankaj Pandey, Dyutiman Mukhopadhyay, Krishna Prasad Miyapuram
A Novel Approach Towards Early Detection of Alzheimer's Disease Using Deep Learning on Magnetic Resonance Images
Authors: K. S. Yadav, Krishna Prasad Miyapuram
Brain Connectivity Based Classification of Meditation Expertise
Authors: Pankaj Pandey, Pragati Gupta, Krishna Prasad Miyapuram
BRAIN2DEPTH: Lightweight CNN Model for Classification of Cognitive States from EEG Recordings
Authors: Pankaj Pandey, Krishna Prasad Miyapuram
Timing and structure of reward information influences bias in perceptual decisions as revealed by a hierarchical drift diffusion model
Authors: Manisha Chawla, Krishna Prasad Miyapuram