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Forging new memories for facts and events, holding critical details in mind on a moment-to-moment basis, and retrieving knowledge in the service of current goals all depend on a complex interplay between neural ensembles throughout the brain. Over the past decade, researchers have increasingly utilized powerful analytical tools (e.g., multivoxel pattern analysis) to decode the information represented within distributed functional magnetic resonance imaging activity patterns. In this review, wedoi:10.1146/annurev-psych-120710-100344 pmid:21943171 pmcid:PMC4533899 fatcat:5efrqplohfatrmu2zvarkhutq4