Peer-reviewed research across applied AI and machine learning.
SNN-Based Emotion Recognition for AI Agents
Journal: Biomimetics · MDPI (2026)
An explainable brain-inspired spiking neural network framework (eXCube2) for emotion recognition from audio, visual, and multimodal data. The architecture is designed for integration with AI agents that need to understand human emotional states.
AI-Guided Brain Stimulation for Cybersickness Prevention
Journal: Virtual Reality · Springer (2025)
Machine learning-guided high-definition transcranial direct current stimulation (HD-tDCS) protocol for preventing cybersickness in virtual reality. The study demonstrates that AI can personalise brain stimulation parameters to mitigate VR-induced discomfort.
LSTM-based prediction of wear in 3D-printed restorative dental materials under various testing methods. Demonstrates cross-domain application of deep learning to materials science and dentistry.