People
Researchers working across signal processing, machine learning, neuroscience, physics, and neurotechnology.
Principal investigator
Assistant Professor · SCEE
Dr Panwar received his BS from the University of Arizona and MS from Stanford University in Electrical Engineering, then completed his PhD at IIT Delhi. He leads the lab’s work at the intersection of multivariate signal processing, machine learning, and diagnostic medicine.
Researchers
PhD scholar
Signal processing, neuroscience, EEG, and nonlinear dynamics.
PhD scholar
Deep learning, biosignals, neural information theory, and brain–computer interfaces.
PhD scholar
Connectome-constrained computation, network dynamics, and energy-efficient biological learning.
PhD scholar
Nonlinear dynamical systems, multivariate signal processing, and brain-state transitions.
MTech by Research
EMG signal decoding, AI-powered prosthetics, and deep learning.