100 results for "brain language processing" · page 7 of 10 · ranked by relevance
…Connectionist Temporal Classification (CTC) **Language model**: 6-gram modified Kneser-Ney (trained…
…Large-scale replication study reveals a limit on probabilistic prediction in language…
…Task included in Matlab programming language. Data collected from 2019-2021 in…
[ and functional magnetic resonance imaging (fMRI) data acquired during inner-speech production tasks. The dataset includes recordings from four healthy participants performing inner-speech tasks with eight words from social and numerical categories, with 40 trials per word per modality. This multimodal approach leverages the complementary temporal resolution of EEG and spatial resolution of fMRI to advance brain-computer interface research for speech prostheses applications.
…Speak English as their primary language. Self-reported normal or correctable to…
A multiclass electroencephalography dataset of inner speech commands acquired from ten subjects using a 136-channel system. The dataset includes three experimental paradigms: inner speech, pronounced speech, and visualized conditions, with four directional commands (up, down, right, left) totaling 5,640 trials. This resource addresses the scarcity of publicly available EEG datasets for inner speech recognition and supports the development of brain-computer interface technologies and investigation of neural mechanisms underlying inner speech. Ethics approval: Comité Asesor de Ética y Seguridad en el Trabajo Experimental (CEySTE), CCT-CONICET, Santa Fe.