This series of lectures was given during the i-Bio summer school on "Advanced Computational Analysis for Behavioral and Neurophysiological Recordings", which took place in Banyuls-sur-Mer, August 6-12 2023.
Morning lectures were organized as follows:
- Monday: Presentations from the participants.
- Tuesday: Decoding with Remi Monasson and Brice Bathellier
- Wednesday: Dimensionality reduction with Simona Cocco and Gabrielle Girardeau
- Thursday: Time series analysis and Markov models with Remi Monasson and Georges Debregeas
- Friday: Model selection and optimization with Benoit Girard
In the afternoons, practicals were organized into two groups that worked on different datasets. The corresponding code and tutorials can be found in the following repositories: fish group, rat group.
