pRNN documentation

Tutorials and API reference for pRNN.

• Getting Started
• Dataloaders for pRNN Training
• Training & Loading pRNNs on a Cluster
• Basic Analysis with the pRNN Package
  • Imports and Setup
  • Loading the Network and Environment
  • Setting Up the Agent
  • Calculating Spatial Representation
  • Evaluating Decoding Performance
  • Spatial Tuning Analysis
  • Representational Geometry Analysis
  • Tuning Curve Analysis and Cell Types
  • Offline Trajectory Analysis with Adaptation
  • Offline Trajectory Analysis with Action-Based Query
  • Running the Analysis
• Models
  • Next-step Prediction
  • Masked Prediction
  • Rollout-based Prediction
  • Sparse-lognormal pRNN
• prnn
  • prnn package