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1. cosyne-2023-generative-models cosyne-2023-generative-models Public

   Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.

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2. universal-count-model universal-count-model Public

   We present a probabilistic model for neural spike counts that can capture arbitrary single neuron and joint statistics with their modulation by external covariates.

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3. nonparametric-nonrenewal-process nonparametric-nonrenewal-process Public

   We present a flexible modulated point process model for characterising variability in non-stationary neural spike train data.

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4. UCM-interpret UCM-interpret Public

   Project on dissecting and interpreting spike count statistics extracted with Universal Count Models

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