Consformer: Consciousness Detection Using Transformer Networks With Correntropy-Based Measures

Consciousness detection is important in diagnosis and treatment of disorders of consciousness (DOC). Recent studies have demonstrated that electroencephalography (EEG) signals contain effective information for consciousness state evaluation. We propose two novel EEG measures: the spatiotemporal corr...

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Main Authors: Xuyun Sun (Author), Yu Qi (Author), Xiulin Ma (Author), Chuan Xu (Author), Benyan Luo (Author), Gang Pan (Author)
Format: Book
Published: IEEE, 2023-01-01T00:00:00Z.
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