Article

Simulation of Natural Language from Brain Activity Using Wearable EEG and Deep Learning

2026-01-15

Abstract excerpt

Severe motor impairments such as amyotrophic lateral sclerosis and locked-in syndrome lead to partial or complete loss of speech, severely restricting communication as voluntary motor control deteriorates. In this study, we developed a non-invasive, wearable EEG-based brain–computer interface that reconstructs coherent natural language sentences by decoding linguistic components directly from neural activity. EEG...

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Literature Corpus work: 0f4b8ea6-a53f-5530-9b93-c1340461fca2
DOI: 10.64898/2026.01.14.26344099

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