Prediction of Neural Response to Visual Stimuli of FMRI data Using Multi-Voxel Pattern Analysis

2015 ◽  
Author(s):  
C.M. Swathi ◽  
K.H. Thippeswamy
Keyword(s):  
Pattern Analysis ◽  
Visual Stimuli ◽  
Neural Response ◽  
Fmri Data

Voxel Selection Framework in Multi-Voxel Pattern Analysis of fMRI Data for Prediction of Neural Response to Visual Stimuli

2014 ◽  
Vol 33 (4) ◽  
pp. 925-934 ◽  
Author(s):  
Chun-An Chou ◽  
Kittipat Kampa ◽  
Sonya H. Mehta ◽  
Rosalia F. Tungaraza ◽  
W. Art Chaovalitwongse ◽  
...  
Keyword(s):  
Pattern Analysis ◽  
Visual Stimuli ◽  
Neural Response ◽  
Fmri Data ◽  
Selection Framework ◽  
Voxel Selection

scholarly journals Assessing hippocampal functional reserve in temporal lobe epilepsy: A multi-voxel pattern analysis of fMRI data

2013 ◽  
Vol 105 (1-2) ◽  
pp. 140-149 ◽  
Author(s):  
Heidi M. Bonnici ◽  
Meneka Sidhu ◽  
Martin J. Chadwick ◽  
John S. Duncan ◽  
Eleanor A. Maguire
Keyword(s):  
Temporal Lobe Epilepsy ◽  
Temporal Lobe ◽  
Pattern Analysis ◽  
Fmri Data ◽  
Functional Reserve

scholarly journals Multi-voxel pattern analysis of fMRI data predicts clinical symptom severity

NeuroImage ◽  
2011 ◽  
Vol 57 (1) ◽  
pp. 113-123 ◽  
Author(s):  
Marc N. Coutanche ◽  
Sharon L. Thompson-Schill ◽  
Robert T. Schultz
Keyword(s):  
Clinical Symptom ◽  
Symptom Severity ◽  
Pattern Analysis ◽  
Fmri Data

scholarly journals Lingering representations of stimulus history at encoding influence recall organization

2016 ◽  
Author(s):  
Stephanie C.Y. Chan ◽  
Marissa C. Applegate ◽  
Neal W Morton ◽  
Sean M. Polyn ◽  
Kenneth A. Norman
Keyword(s):  
Pattern Analysis ◽  
Fmri Data ◽  
Temporal Context ◽  
The Brain

Several prominent theories posit that information about recent experiences lingers in the brain and organizes memories for current experiences, by forming a temporal context that is linked to those memories at encoding. According to these theories, if the thoughts preceding an experience X resemble the thoughts preceding an experience Y, then X and Y should show an elevated probability of being recalled together. We tested this prediction by using multi-voxel pattern analysis (MVPA) of fMRI data to measure neural evidence for lingering processing of preceding stimuli. As predicted, memories encoded with similar lingering thoughts (about the category of preceding stimuli) were more likely to be recalled together, thereby showing that the "fading embers" of previous stimuli help to organize recall.

scholarly journals PyMVPA: a Python Toolbox for Multivariate Pattern Analysis of fMRI Data

2009 ◽  
Vol 7 (1) ◽  
pp. 37-53 ◽  
Author(s):  
Michael Hanke ◽  
Yaroslav O. Halchenko ◽  
Per B. Sederberg ◽  
Stephen José Hanson ◽  
James V. Haxby ◽  
...  
Keyword(s):  
Pattern Analysis ◽  
Fmri Data ◽  
Multivariate Pattern Analysis ◽  
Multivariate Pattern
Sign in / Sign up

Export Citation Format

Share Document