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- W2079582519 abstract "Recently, we can simultaneously record spike data from many neurons in the field of electrophysiology, and thus it is required to develop mathematical framework for extracting higher-order correlation of neural firings. The joint probability of neural spike can be represented using the log-linear model. From statistical-mechanical point of view, the log-linear model can be regarded as a multi-body interacted Ising spin model or the Boltzman machine with higher-order interactions. The estimation of higher-order correlation of neural firing corresponds to that of higher-order interations in this Ising spin system, and to the hyper-parameter estimation in the Bayesian inference. In this paper, we apply maximization of marginal likelihood (MML) method to this problem, and discuss the properties of MML analytically using statistical-mechanical method." @default.
- W2079582519 created "2016-06-24" @default.
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- W2079582519 date "2005-01-01" @default.
- W2079582519 modified "2023-10-03" @default.
- W2079582519 title "Statistical Mechanics for Neural Spike Data Analysis Using Log-Linear Model" @default.
- W2079582519 doi "https://doi.org/10.1143/ptps.157.300" @default.
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