Temporal variabilities provide additional category-related information in object category decoding: A systematic comparison of informative eeg features

Temporal variabilities provide additional category-related information in object category decoding: A systematic comparison of informative eeg features

How does the human brain encode visual object categories? Our under¬standing of this has advanced substantially with the development of multivariate decoding analyses. However, conventional electroen¬cephalography (EEG) decoding predominantly uses the mean neural activation within the analysis windo...

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Bibliographic Details
Main Authors: Carlson, T. (Author), Karimi-Rouzbahani, H. (Author), Setayeshi, S. (Author), Shahmohammadi, M. (Author), Vahab, E. (Author)
Format: Article
Language:English
Published: MIT Press Journals 2021
Subjects:
Activation analysis
brain
Brain
Brain encodes
Brain mapping
Data set
Decoding
electroencephalography
Electroencephalography
Encoding (symbols)
human
Human brain
Humans
Magnetoencephalography
Magnitude data
Multivariant analysis
multivariate analysis
Multivariate Analysis
Neural activation
Object categories
Sensitive features
Temporal variability
Time-resolved
vision
Visual objects
Visual Perception
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