2024
DOI: 10.1101/2024.03.19.585656
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Decoding Continuous Character-based Language from Non-invasive Brain Recordings

Cenyuan Zhang,
Xiaoqing Zheng,
Ruicheng Yin
et al.

Abstract: Deciphering natural language from brain activity through non-invasive devices remains a formidable challenge. Previous non-invasive decoders either require multiple experiments with identical stimuli to pinpoint cortical regions and enhance signal-to-noise ratios in brain activity, or they are limited to discerning basic linguistic elements such as letters and words. We propose a novel approach to decoding continuous language from single-trial non-invasive fMRI recordings, in which a three-dimensional convolut… Show more

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