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Activity flow underlying abnormalities in brain activations and cognition in schizophrenia

Abstract Cognitive dysfunction is a core feature of many brain disorders, including schizophrenia (SZ), and has been linked to aberrant brain activations. However, it is unclear how these activation abnormalities emerge. We propose that aberrant flow of brain activity across functional connectivity (FC) pathways leads to altered activations that produce cognitive dysfunction in SZ. We tested this hypothesis using activity flow mapping, an approach that models the movement of task-related activity between brain regions as a function of FC. Using functional magnetic resonance imaging data from SZ individuals and healthy controls during a working memory task, we found that activity flow models accurately predict aberrant cognitive activations across multiple brain networks. Within the same framework, we simulated a connectivity-based clinical intervention, predicting specific treatments that normalized brain activations and behavior in patients. Our results suggest that dysfunctional t

UNM researchers optimize solar power using AI

University of New Mexico Department of Electrical and Computer Engineering Ph.D. candidate Guillermo Terrén-Serrano and Professor Manel Martínez-Ramón, in association with New Mexico New Mexico Established Program to Stimulate Competitive Research (NM EPSCoR), have developed an artificial intelligence algorithm that optimizes the performance of solar power by predicting cloud cover. On February 19, 2021, the US officially rejoined 194 other countries as a party to the Paris Climate Agreement. The 2016 US INDC submitted by the Obama administration pledges a 26-28 percent reduction in greenhouse gas emission by 2025 (compared to 2005 emissions). To reach this goal, the US will need to increase its use of renewable energy sources like solar power. Further research and development are needed, however, to improve the efficiency and reliability of clean energy. In pursuance of this goal, Terrén-Serrano and Martínez-Ramón are working to address some of the challenges associated with

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