Thinking out loud, an open-access EEG-based BCI dataset for inner speech recognition.

ABSTRACT: Surface electroencephalography is a standard and noninvasive way to measure electrical brain activity. Recent advances in artificial intelligence led to significant improvements in the automatic detection of brain patterns, allowing increasingly faster, more reliable and accessible Brain-Computer Interfaces. Different paradigms have been used to enable the human-machine interaction and the last few years have broad a mark increase in the interest for interpreting and characterizing the "inner voice" phenomenon. This paradigm, called inner speech, raises the possibility of executing an order just by thinking about it, allowing a "natural" way of controlling external devices. Unfortunately, the lack of publicly available electroencephalography datasets, restricts the development of new techn

SUBMITTER: Nieto N 

PROVIDER: S-EPMC8844234 | biostudies-literature | 2022 Feb

REPOSITORIES: biostudies-literature