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How the brain supports this capacity remains poorly understood. Most past studies have focussed on identifying the areas of the brain\u2014typically the dorsolateral prefrontal cortex\u2014that are required to navigate information-processing bottlenecks. In contrast, we take a systems neuroscience approach to test the hypothesis that the capacity to conduct effective parallel processing relies on a distributed architecture that interconnects the cerebral cortex with the cerebellum. The latter structure contains over half of the neurons in the adult human brain and is well suited to support the fast, effective, dynamic sequences required to perform tasks relatively automatically. By delegating stereotyped within-task computations to the cerebellum, the cerebral cortex can be freed up to focus on the more challenging aspects of performing the tasks in parallel. To test this hypothesis, we analysed task-based fMRI data from 50 participants who performed a task in which they either balanced an avatar on a screen (balance), performed serial-7 subtractions (calculation) or performed both in parallel (dual task). Using a set of approaches that include dimensionality reduction, structure-function coupling, and time-varying functional connectivity, we provide robust evidence in support of our hypothesis. We conclude that distributed interactions between the cerebral cortex and cerebellum are crucially involved in parallel processing in the human brain.<\/jats:p>","DOI":"10.1162\/netn_a_00308","type":"journal-article","created":{"date-parts":[[2023,1,25]],"date-time":"2023-01-25T20:51:30Z","timestamp":1674679890000},"page":"844-863","update-policy":"https:\/\/doi.org\/10.1162\/mitpressjournals.corrections.policy","source":"Crossref","is-referenced-by-count":7,"title":["Parallel processing relies on a distributed, low-dimensional cortico-cerebellar architecture"],"prefix":"10.1162","volume":"7","author":[{"given":"Eli J.","family":"M\u00fcller","sequence":"first","affiliation":[{"name":"Complex Systems Research Group, The University of Sydney, Sydney, NSW, Australia"},{"name":"Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fulvia","family":"Palesi","sequence":"additional","affiliation":[{"name":"Brain Connectivity Research Center, IRCCS Mondino Foundation, Pavia, Italy"},{"name":"Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kevin Y.","family":"Hou","sequence":"additional","affiliation":[{"name":"Complex Systems Research Group, The University of Sydney, Sydney, NSW, Australia"},{"name":"Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Joshua","family":"Tan","sequence":"additional","affiliation":[{"name":"Complex Systems Research Group, The University of Sydney, Sydney, NSW, Australia"},{"name":"Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Thomas","family":"Close","sequence":"additional","affiliation":[{"name":"National Imaging Facility, Sydney, NSW, Australia"},{"name":"School of Biomedical Engineering, The University of Sydney, Sydney, NSW, Australia"},{"name":"Sydney Imaging, The University of Sydney, Sydney, NSW, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Claudia A. 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