• DocumentCode
    2436457
  • Title

    An optimized-sequence event-related morphological paradigm reveals Bayesian evidence of brain activation during Spanish verb-tense operations

  • Author

    Gutiérrez, Jorge ; Carrillo, Roger ; Robles, Francisco ; Hawayek, Antoinette

  • Author_Institution
    Res. Div., Inst. Nac. de Neurologia y Neurocirugia (INNN), Mexico City, Mexico
  • fYear
    2009
  • fDate
    16-20 March 2009
  • Firstpage
    11
  • Lastpage
    13
  • Abstract
    A Bayesian-inference group analysis, done on functional magnetic resonance images corresponding to healthy Mexican Spanish-speaking subjects to whom an optimized-sequence rapid-presentation event-related morphological paradigm was applied, revealed statistically the activation of key brain regions (e.g. the inferior frontal gyrus including areas such as Brodmann 44 and 45, left hemisphere, for verbal inflections, the anterior region of the opercular and right superior temporal gyrus for infinitives, etc.). The sequence of stimuli that allowed us to statistically reveal loci of Spanish verbal computational operations such us rapid verbal inflections was optimized by using a statistical efficiency metrics based on the covariance of the set of regressor coefficients with respect to the matrix of such regressors (basis functions in correspondence to the occurrence of stimuli). This way, by launching a Gaussian- based random search we ended up with one of the best combinatory sequences for presentation of the stimuli.
  • Keywords
    biocommunications; biomedical MRI; brain; neurophysiology; Bayesian-inference group analysis; Brodmann 44; Brodmann 45; Gaussian-based random search; Spanish verb-tense operations; Spanish verbal computational operations; brain activation; functional magnetic resonance images; inferior frontal gyrus; optimized-sequence event-related morphological paradigm; regressor coefficients; verbal inflections; Bayesian methods; Cities and towns; Couplings; Design optimization; Image analysis; Magnetic analysis; Magnetic resonance; Medical services; Morphology; Production; Bayesian inference; event-related paradigm; fMRI; stimuli-sequence optimization; verbal inflections;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Health Care Exchanges, 2009. PAHCE 2009. Pan American
  • Conference_Location
    Mexico City
  • Print_ISBN
    978-1-4244-3668-2
  • Electronic_ISBN
    978-1-4244-3669-9
  • Type

    conf

  • DOI
    10.1109/PAHCE.2009.5158354
  • Filename
    5158354