EEG

RML at ICASSP 2026: PC-SSL for EEG Emotion Recognition

Niki Sheibani and Dr. Khan present PC-SSL at ICASSP 2026 — a predictive coding self-supervised learning framework for EEG-based emotion recognition, achieving state-of-the-art …

PC-SSL: A Predictive Coding-Based Self-Supervised Learning Framework for EEG Emotion Recognition

We introduce a predictive coding self-supervised learning (PC-SSL) approach to overcome the limitations of traditional supervised methods hindered by the high cost of labeling EEG …

niki-sheibani

Enhanced Cross-Dataset Electroencephalogram-Based Emotion Recognition Using Unsupervised Domain Adaptation

We propose an enhanced unsupervised domain adaptation framework for EEG-based emotion recognition that achieves robust cross-dataset generalization without requiring target-domain …

Md Niaz Imtiaz