CePNEMAnalysis.jl Documentation

The CePNEMAnalysis.jl package provides a collection of functions for interpreting and visualizing CePNEM model fits.

• Data IO API
• • Data loading
  • Export datasets to WormWideWeb-compatible format
• Encoding categorization API
• • Encoding categorization
  • State neuron detection
  • Encoding subcategorization
  • Encoding statistics
  • Helper functions
• Encoding change detection API
• • CePNEM encoding changes
  • Heat-stim feeding encoding changes
• Encoding metrics API
• • Signal value computation
  • Extrapolated behaviors
  • Encoding strength metrics
  • Encoding tuning metrics
• UMAP API
• • Compute UMAP embedding
  • Project new datasets into UMAP space
  • Visualize UMAP embeddings
• Decoder models API
• Plotting API
• • Compute optimal time ranges to plot
  • Cluster visualization tool
  • Other plotting utilities
• Encoding validation metrics API
• • Bayesian Generalization Index (BGI)
• Other utility functions API