Publication: A New Representation of fMRI Signal by a Set of Local Meshes for Brain Decoding
Date
Date
Date
2017
Journal Article
Published version
Abstract
Abstract
Abstract
How neurons influence each other's firing depends on the strength of synaptic connections among them. Motivated by the highly interconnected structure of the brain, in this study, we propose a computational model to estimate the relationships among voxels and employ them as features for cognitive state classification. We represent the sequence of functional Magnetic Resonance Imaging (fMRI) measurements recorded during a cognitive stimulus by a set of local meshes. Then, we represent the corresponding cognitive state by the edge weigh
Metrics
Views
87 since deposited on 2019-11-11
Acq. date: 2025-11-12
Additional indexing
Creators (Authors)
- Onal, Itir
- Ozay, Mete
- Mizrak, Eda
- Öztekin, Ilke
- Vural, Fatos T Yarman
Journal/Series Title
Journal/Series Title
Journal/Series Title
Volume
Volume
Volume
3
Number
Number
Number
4
Page range/Item number
Page range/Item number
Page range/Item number
683
Page end
Page end
Page end
694
Item Type
Item Type
Item Type
Journal Article
In collections
Language
Language
Language
English
Publication date
Publication date
Publication date
2017-12-01
Date available
Date available
Date available
2019-11-11
ISSN or e-ISSN
ISSN or e-ISSN
ISSN or e-ISSN
2373-776X
OA Status
OA Status
OA Status
Closed
Publisher DOI
Metrics
Views
87 since deposited on 2019-11-11
Acq. date: 2025-11-12
Closed
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