The Journal of Neuroscience, January 14, 2009, 29(2):508-516; doi:10.1523/JNEUROSCI.3587-08.2009
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Behavioral/Systems/Cognitive
Multivoxel Pattern Analysis Reveals Increased Memory Targeting and Reduced Use of Retrieved Details during Single-Agenda Source Monitoring
Susan G. R. McDuff,1
Hillary C. Frankel,3 and
Kenneth A. Norman1,2
1Department of Psychology, and 2Princeton Neuroscience Institute, Princeton University, Princeton, New Jersey 08540, and 3Harvard Medical School, Boston, Massachusetts 02115
Correspondence should be addressed to Kenneth A. Norman, Department of Psychology, Princeton University, Green Hall, Washington Road, Princeton, NJ 08540. Email: knorman{at}princeton.edu
We used multivoxel pattern analysis (MVPA) of functional MRI (fMRI) data to gain insight into how subjects' retrieval agendas influence source memory judgments (was item X studied using source Y?). In Experiment 1, we used a single-agenda test where subjects judged whether items were studied with the targeted source or not. In Experiment 2, we used a multiagenda test where subjects judged whether items were studied using the targeted source, studied using a different source, or nonstudied. To evaluate the differences between single- and multiagenda source monitoring, we trained a classifier to detect source-specific fMRI activity at study, and then we applied the classifier to data from the test phase. We focused on trials where the targeted source and the actual source differed, so we could use MVPA to track neural activity associated with both the targeted source and the actual source. Our results indicate that single-agenda monitoring was associated with increased focus on the targeted source (as evidenced by increased targeted-source activity, relative to baseline) and reduced use of information relating to the actual, nontarget source. In the multiagenda experiment, high levels of actual-source activity were associated with increased correct rejections, suggesting that subjects were using recollection of actual-source information to avoid source memory errors. In the single-agenda experiment, there were comparable levels of actual-source activity (suggesting that recollection was taking place), but the relationship between actual-source activity and behavior was absent (suggesting that subjects were failing to make proper use of this information).
Key words: memory; long-term memory; fMRI; source memory; retrieval strategies; pattern classification
Received July 30, 2008;
revised Nov. 22, 2008;
accepted Dec. 3, 2008.
Correspondence should be addressed to Kenneth A. Norman, Department of Psychology, Princeton University, Green Hall, Washington Road, Princeton, NJ 08540. Email: knorman{at}princeton.edu