ChineseEEG: A Chinese Linguistic Corpora EEG Dataset for Semantic Alignment and Neural Decoding
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DOI: 10.1038/s41597-024-03398-7
Abstract: An Electroencephalography (EEG) dataset utilizing rich text stimuli can advance the understanding of how the brain encodes semantic information and contribute to semantic decoding in brain-computer interface (BCI). Addressing the scarcity of EEG datasets featuring… read more here.
Keywords: eeg dataset; chinese linguistic; language; chineseeeg chinese ... See more keywords
EEG Dataset for the Recognition of Different Emotions Induced in Voice-User Interaction
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DOI: 10.1038/s41597-024-03887-9
Abstract: Electroencephalography (EEG)-based open-access datasets are available for emotion recognition studies, where external auditory/visual stimuli are used to artificially evoke pre-defined emotions. In this study, we provide a novel EEG dataset containing the emotional information induced… read more here.
Keywords: voice user; recognition; interaction; eeg dataset ... See more keywords
A finer-grained high altitude EEG dataset for hypoxia levels assessment
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DOI: 10.1038/s41597-024-04102-5
Abstract: The study reports on a high-altitude EEG dataset comprising 64-channel EEG signals from 23 subjects, aiming at achieving a finer-grained assessment of hypoxia levels. Four hypoxia levels were induced by creating a gradient of oxygen… read more here.
Keywords: hypoxia levels; high altitude; hypoxia; eeg dataset ... See more keywords
TMNRED, A Chinese Language EEG Dataset for Fuzzy Semantic Target Identification in Natural Reading Environments
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DOI: 10.1038/s41597-025-05036-2
Abstract: Semantic understanding is central to advanced cognitive functions, and the mechanisms by which the brain processes language information are still being explored. Existing EEG datasets often lack natural reading data specific to Chinese, limiting research… read more here.
Keywords: natural reading; target identification; language; semantic target ... See more keywords
An open-access EEG dataset for speech decoding: Exploring the role of articulation and coarticulation
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DOI: 10.1038/s41597-025-05187-2
Abstract: Electroencephalography (EEG) holds promise for brain-computer interface (BCI) devices as a non-invasive measure of neural activity. With increased attention to EEG-based BCI systems, publicly available datasets incorporating the complex stimuli found in naturalistic speech are… read more here.
Keywords: open access; speech; access eeg; eeg dataset ... See more keywords
A comprehensive EEG dataset of laser-evoked potentials for pain research
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DOI: 10.1038/s41597-025-05900-1
Abstract: Understanding the neural mechanisms of pain is key to the development of novel pain diagnostic and treatment strategies. Here, we present a large-scale, comprehensive electroencephalogram (EEG) dataset of laser-evoked potentials (LEPs) from 678 healthy participants.… read more here.
Keywords: laser evoked; evoked potentials; dataset laser; eeg dataset ... See more keywords
Corrigendum: The NMT Scalp EEG Dataset: An Open-Source Annotated Dataset of Healthy and Pathological EEG Recordings for Predictive Modeling
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2022.877868
Abstract: [This corrects the article DOI: 10.3389/fnins.2021.755817.]. read more here.
Keywords: nmt scalp; corrigendum nmt; dataset; scalp eeg ... See more keywords