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Statistical Models for Neural Data: From GLMs to Latent Variables (Part 2)

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Difficulty level
Beginner
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Type
Duration
1:50:31

This lesson is part 2 of 2 of a tutorial on statistical models for neural data.

Topics covered in this lesson
  • Multiple spike train models (GLMs with coupling)
  • Regularization 
  • Deep Neural Networks
  • Extending GLM to conductance-based model
  • Fitting latent variable models
Prerequisites