Vadym Gryshchuk

Vadym Gryshchuk is a PhD Fellow at the Department of Computer Science, University of Copenhagen, specializing in Machine Learning and Neurocomputing. His research focuses on adaptive AI systems, particularly addressing lifelong learning, catastrophic forgetting, and event-based data processing.

• Education: Master of Science in Computer Science

His work spans neuroscience-inspired AI, with publications on EEG-based semantic analysis, self-supervised learning for medical classification, and modular neural architectures. Recent articles emphasize neurodegenerative disorder diagnostics and spatio-temporal data modeling.

Research trends include:

• Lifelong learning from event-based data streams
• Patient-specific modeling for neurological conditions
• Pruning techniques to mitigate catastrophic forgetting
• Self-supervised learning for brain-computer interfaces

Based in Copenhagen, Gryshchuk collaborates across computational and cognitive disciplines.