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cs.LG2026
A Human-Centered Validation of the Explainability-Performance Coefficient
Christian Oliva, Luis F. Lago-Fernández
The rapid adoption of deep learning models in high-risk domains has intensified the need for trustworthy Explainable Artificial Intelligence (XAI). However, objectively evaluating…
cs.LG2026
Explainability of Recurrent Neural Networks for Enhancing P300-based Brain-Computer Interfaces
Christian Oliva, Vinicio Changoluisa, Francisco B Rodríguez +1
Brain-Computer Interfaces (BCIs) based on P300 event-related potentials offer promising applications in health, education, and assistive technologies. However, challenges related t…