3 papers
cs.LG2021
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…
eess.SP2020
Classifying Songs with EEG
Prashant Lawhatre, Bharatesh R Shiraguppi, Esha Sharma +2
This research study aims to use machine learning methods to characterize the EEG response to music. Specifically, we investigate how resonance in the EEG response correlates with i…
q-bio.NC2018
Characterizing functional brain networks and emotional centers based on Rasa theory of Indian aesthetics
Richa Tripathi, Dyutiman Mukhopadhyay, Chakresh Kumar Singh +2
In Indian history of arts, Rasas are the aesthetics associated with any auditory, visual, literary or musical piece of art that evokes highly orchestrated emotional states. In this…