Joint analysis of EEG and fMRI data : an exciting machine learning challenge
The project “Joint Analysis of EEG and fMRI data” describes the examination of brain activity which is analyzed using fMRI (functional Magnetic Resonance Imaging) and EEG (Electroencephalograph). Both techniques have unique way to represent brain activity. fMRI displays location of contrasts in brai...
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| Format: | Theses and Dissertations |
| Language: | English |
| Published: |
2013
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| Online Access: | http://hdl.handle.net/10356/53480 |
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| Institution: | Nanyang Technological University |
| Language: | English |
| Summary: | The project “Joint Analysis of EEG and fMRI data” describes the examination of brain activity which is analyzed using fMRI (functional Magnetic Resonance Imaging) and EEG (Electroencephalograph). Both techniques have unique way to represent brain activity. fMRI displays location of contrasts in brain images, on the other hand, EEG provides very valuable temporal information or time series of activation in form of waveforms. Both techniques if combined can depict information in spatially and temporally together. |
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