Rersearch Areas :
- Human Computer Interfaces
- Brain Computer Interfaces (algorithms, devices, systems, applications)
- Neural Signal Processing
- Neural Image Processing
- Machine learning
- Deep Learning
- Artificial Intelligence
Rersearch Topics :
- Computational approaches to understand and quantify Human Emotions
- Real Time Emotion Recognition using fMRI and EEG Neuro-imaging Techniques (deep learning, reinforcement learning, adaptation, etc.)
- Attention and Mind Wandering detection using Deep learning
- Vigilance quantification detection and classification based on Neuro-physical marker
- Applying BCI in real-life applications (AI based systems for MI persons)
- Brain Computer Interfaces for text-entry using EEG signals
- Sparsity based representations of EEG signals
Rersearch Highlights :
Ongoing Researches/Projects :
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