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Open access Oct 2026

ADHDeepNet: An Explainable Framework for EEG-Based ADHD Detection From Raw Signals.

Attention Deficit Hyperactivity Disorder (ADHD) is a common brain disorder in children that can persist into adulthood, affecting social, academic, and career life. Early diagnosis is crucial for managing these impacts on patients and the healthcare system but is often labor-intensive and time-consuming. This paper pre...

Ali Amini, Mohammad Alijanpour Alijanpour Shalmani, Behnam Latifi et al. · 0 citations
Book Open access Oct 2026

Multi-Scale Spatiotemporal EEG and Self-Supervised Audio Fusion: A Mixture-of-Experts Approach to Continuous Affect

Emotion-aware human–computer interaction increasingly relies on continuous emotion recognition (CER) to track affective states over time. This paper investigates continuous valence prediction on the MAHNOB-HCI database using a multimodal EEG+audio framework. The proposed model combines (i) a hierarchical spatiotemporal...

Ali Amini, Sarmad Maqsood, Irfan Abbas et al. · 0 citations
Book Open access Oct 2026

Multi-Scale Spatiotemporal EEG and Self-Supervised Audio Fusion: A Mixture-of-Experts Approach to Continuous Affect

Emotion-aware human–computer interaction increasingly relies on continuous emotion recognition (CER) to track affective states over time. This paper investigates continuous valence prediction on the MAHNOB-HCI database using a multimodal EEG+audio framework. The proposed model combines (i) a hierarchical spatiotemporal...

Ali Amini, Sarmad Maqsood, Irfan Abbas et al. · 0 citations

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