Decoding of visual information from human brain activity: A review of fMRI and EEG studies

Raheel Zafar, Aamir Saeed Malik, Nidal Kamel, Sarat C. Dass, Jafri M. Abdullah, Faruque Reza, Ahmad Helmy Abdul Karim

Research output: Contribution to journalReview article

11 Citations (Scopus)

Abstract

Brain is the command center for the body and contains a lot of information which can be extracted by using different non-invasive techniques. Electroencephalography (EEG), Magnetoencephalography (MEG) and functional magnetic resonance imaging (fMRI) are the most common neuroimaging techniques to elicit brain behavior. By using these techniques different activity patterns can be measured within the brain to decode the content of mental processes especially the visual and auditory content. This paper discusses the models and imaging techniques used in visual decoding to investigate the different conditions of brain along with recent advancements in brain decoding.

This paper concludes that it's not possible to extract all the information from the brain, however careful experimentation, interpretation and powerful statistical tools can be used with the neuroimaging techniques for better results.
Original languageEnglish
Pages (from-to)155-168
Number of pages14
JournalJournal of Integrative Neuroscience
Volume14
Issue number2
DOIs
Publication statusPublished - Jun 2015

Keywords

  • Brain reading
  • human visual cortex
  • fMRI
  • EEG
  • decoding visual patterns

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