Article

Cross-task, explainable, and real-time decoding of human emotion states by integrating grey and white matter intracranial neural activity

2025-11-13

Abstract excerpt

Decoding human emotion states from intracranial neural activity is key in developing brain-computer interfaces and new therapies for affective disorders. However, real-world application of decoding requires high performance that integrates neural activity from both grey and white matter, stable generalization across different contexts, sufficient neural encoding explainability, and robust real-time implementation,...

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Literature Corpus work: d9abefa5-ddee-5ed3-88f4-813114c34bfa
DOI: 10.1101/2025.11.12.687932

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