Nengo Tutorial

• One-Dimensional Representation
  • Installing and Running Nengo
  • Creating Networks
  • Creating an Ensemble
  • Plotting Tuning Curves
  • Plotting Representation Error
  • Adjusting an Ensemble
  • The Script Console
• Linear Transformations
  • Creating Terminations
  • Creating Projections
  • Adding Inputs
  • Interactive Plots
  • Adding Scalars
  • Adjusting Transformations
  • Multiple Dimensions
  • Scripting
• Non-Linear Transformations
  • Functions of one variable
  • Functions of multiple variables
  • Combined Approaches
• Feedback and Dynamics
  • Storing Information Over Time: Constructing an Integrator
  • Representation Range
  • Complex Input
  • Adjusting Synaptic Time Constants
  • Controlled Integrator
• Cognitive Models
  • Larger Systems
  • Binding Semantic Pointers (SPs)
  • Control and Action Selection: Basal Ganglia
  • Sequences of Actions
  • Routing of Information
  • Question Answering