AI Applications in EEG
Workshop on Brain Signal Processing & Machine Learning
Workshop Overview
The human brain continuously generates electrical activity as we think, feel, move, or imagine. By capturing these signals using Electroencephalography (EEG), we open a gateway to interpreting brain states and building systems that interact directly with neural activity. When combined with Artificial Intelligence (AI), EEG enables powerful applications in brain-computer interfaces, neurological diagnosis, cognitive monitoring, and beyond.
EEG Data Collection
Live demonstrations of EEG setup, signal acquisition, and resting state recordings
Signal Processing
Learn preprocessing with MNE-Python: filtering, artifact removal, and segmentation
Machine Learning
Build AI models for motor imagery, seizure detection, and neurodegeneration analysis
Visual & Motor Imagery
Explore how imagined movements and visual scenes are reflected in EEG patterns
Clinical Applications
Seizure detection, Parkinson's and Alzheimer's classification using EEG markers
Expert Faculty
Learn from leading researchers and neurotechnology experts in the field
Workshop Highlights
Hands-on Learning
- • Live EEG setup and signal acquisition demonstrations
- • MNE-Python tutorials for signal processing
- • End-to-end classification pipeline walkthroughs
- • Real EEG datasets for practical exercises
Advanced Applications
- • Motor & Visual Imagery classification
- • Epileptic seizure detection algorithms
- • Neurodegenerative disorder analysis
- • Feature extraction: PSD, PLI techniques
Expert Guidance
- • Inaugural talk by Prof. Srinivasa Chakravarthy
- • Sessions by faculty and neurotechnology experts
- • Industry insights and current BCI research trends
- • Real-world application case studies
Certification & Resources
- • Certificate of Participation
- • Participant e-Handbook on AI Applications in EEG
- • Complete workshop materials and datasets
- • Networking opportunities with peers
3-Day Workshop Schedule
Day 1: Foundations & EEG + AI Basics (Aug 7)
Day 2: Imagery & Clinical EEG Studies (Aug 8)
Day 3: Neurodegenerative Disorders (Aug 9)
Registration Details
Fee Structure (GST not included)
Registration Process
Submit Statement of Purpose (SOP)
Submit your SOP detailing interest in the workshop by July 15, 2026
Selection Results
Only 50 participants will be selected. Results by July 18, 2026
Payment
Selected participants pay registration fee by July 30, 2026
Eligibility & Requirements
- Open to undergraduate and postgraduate students, researchers, and professionals
- Basic familiarity with Python is helpful
- Participants should bring their own laptop
- Accommodation is not provided
- Snacks will be provided twice a day