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Linking neuronal activity to behavior using AI-based online detection

Difficulty level
Beginner

This lecture covers the linking neuronal activity to behavior using AI-based online detection. 

Topics covered in this lesson
  • Introduction to the Functional Neuroconnectomics Group at the Institute for Experimental Epileptology and Cognition Research
  • Prerequisites for understanding the neuronal computations underlying complex behaviors (3:21)
  • Introduction to key concepts of AI-based bahavior analysis:
    • Pose Estimation (5:18)
    • Behavior Classification (8:03)
  • Techniques for behavioral classification:
    • Supervised Classification (11:00)
    • Unsupervised Classification (13:40)
  • Introduction to online behavior-dependent experiments (16:59)
  • Translating neural activity into gene expression (20:48)
  • Summary (25:06)