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- W303077260 abstract "Rat cortical neurons were cultured, and the multi-dimensional activities from the culture were recorded using8×8 multi-electrode arrays. As the neurons grew, they built rich synaptic connections, and burst-like populationactivities were observed in the culture. Using the data during burst-like population activities, the functionalconnectivity between electrodes was estimated by a dynamic Bayesian analysis. A connection matrix and intrinsicfiring rates were obtained from estimation. Then, the binary neuronal network model was simulated with theestimated connection matrix and intrinsic firing rates. The model was found to capture the burst-like populationactivities. Furthermore, the effect of excitation and inhibition balance on burst-like population activities wasexplored.Key words: Network Bursting, Functional Connectivity, Hierarchical Dynamic Bayesian Network, MCMC" @default.
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- W303077260 date "2009-12-01" @default.
- W303077260 modified "2023-09-25" @default.
- W303077260 title "Estimation of Functional Connectivity that Causes Burst-like Population Activities" @default.
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