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• W2151720121 abstract "In hippocampal slice models of epilepsy, two behaviors are seen: short bursts of electrical activity lasting 100 msec and seizure-like electrical activity lasting seconds. The bursts originate from the CA3 region, where there is a high degree of recurrent excitatory connections. Seizures originate from the CA1, where there are fewer recurrent connections. In attempting to explain this behavior, we simulated model networks of excitatory neurons using several types of model neurons. The model neurons were connected in a ring containing predominantly local connections and some long-distance random connections, resulting in a small-world network connectivity pattern. By changing parameters such as the synaptic strengths, number of synapses per neuron, proportion of local versus long-distance connections, we induced normal, seizing, and bursting behaviors. Based on these simulations, we made a simple mathematical description of these networks under well-defined assumptions. This mathematical description explains how specific changes in the topology or synaptic strength in the model cause transitions from normal to seizing and then to bursting. These behaviors appear to be general properties of excitatory networks." @default.
• W2151720121 created "2016-06-24" @default.
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• W2151720121 date "2004-09-15" @default.
• W2151720121 modified "2023-10-16" @default.
• W2151720121 title "Epilepsy in Small-World Networks" @default.
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• W2151720121 doi "https://doi.org/10.1523/jneurosci.1509-04.2004" @default.
• W2151720121 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6729784" @default.
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