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• W2979349006 abstract "Neural mass models offer a way of studying the development and behavior of large-scale brain networks through computer simulations. Such simulations are currently mainly research tools, but as they improve, they could soon play a role in understanding, predicting, and optimizing patient treatments, particularly in relation to effects and outcomes of brain injury. To bring us closer to this goal, we took an existing state-of-the-art neural mass model capable of simulating connection growth through simulated plasticity processes. We identified and addressed some of the model's limitations by implementing biologically plausible mechanisms. The main limitation of the original model was its instability, which we addressed by incorporating a representation of the mechanism of synaptic scaling and examining the effects of optimizing parameters in the model. We show that the updated model retains all the merits of the original model, while being more stable and capable of generating networks that are in several aspects similar to those found in real brains." @default.
• W2979349006 created "2019-10-18" @default.
• W2979349006 creator A5031264503 @default.
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• W2979349006 date "2020-02-01" @default.
• W2979349006 modified "2023-09-27" @default.
• W2979349006 title "Synaptic Scaling Improves the Stability of Neural Mass Models Capable of Simulating Brain Plasticity" @default.
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• W2979349006 doi "https://doi.org/10.1162/neco_a_01257" @default.
• W2979349006 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/31835005" @default.
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