We study how the brain processes sound, music and vision, and decode it for brain-computer interfaces.
Computational neuroscience at IIT Gandhinagar, using EEG, fMRI, eye tracking and computational models.
Research Directions
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Music, Audio & Auditory Neuroscience
How the brain encodes and responds to music and speech, identifying songs and listeners from EEG, what makes music enjoyable or aesthetically rated, and decoding speech and auditory perception from neural signals.
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Brain-Computer Interfaces & Neural Decoding
Building BCIs for motor imagery and stroke rehabilitation. Decoding EEG into images, text, and cognitive states with deep learning, including continual and adaptive learning approaches for real-world BCI use.
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Meditation, Mindfulness & Contemplative Neuroscience
Characterizing brain-network across meditation traditions, classifying meditator expertise and mind-wandering from EEG, and building real-time neurofeedback systems for practice.
