BLUF: This article discusses a Bayesian inference model used for analyzing neural activity and ensemble structures, explaining the model’s variables and their ranges, as well as the introduction of parameters for synchronization and prior distributions. The likelihood function is generalized to handle continuous variables, and the joint distribution is derived for inference purposes.
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