NengoDL

• Introduction
• Installation
  • Installing NengoDL
  • Requirements
  • Developer installation
  • Installing TensorFlow
• User guide
  • NengoDL Simulator
    • Simulator arguments
    • Simulator.run arguments
  • Optimizing a NengoDL model
    • Simulator.train arguments
    • Choosing which elements to optimize
    • Saving and loading parameters
    • Examples
  • TensorNodes
    • Examples
  • Configuration options
    • trainable
    • planner
    • sorter
    • simplifications
    • session_config
    • inference_only
    • lif_smoothing
    • dtype
    • keep_history
• API reference
  • Users
    • Simulator
    • TensorNodes
    • Configuration system
    • Neuron types
    • Distributions
    • Objectives
  • Developers
    • Builder
    • Operator builders
    • Graph construction
    • Signals
    • Graph optimization
    • Utilities
    • Benchmarks
• Examples
  • Coming from Nengo to NengoDL
    • Simulating a network with NengoDL
    • Batch processing
    • Specifying model inputs at run time
    • Optimizing model parameters
    • Evaluating model performance
    • Integrating TensorFlow code
    • Conclusion
  • Coming from TensorFlow to NengoDL
    • What is Nengo
    • Simulating a network
    • Spiking networks
    • Inserting TensorFlow code
    • Deep learning parameter optimization
    • NEF parameter optimization
    • Running on neuromorphic hardware
    • Conclusion
  • Inserting a TensorFlow/Keras network into a Nengo model
    • Inserting a Keras network
    • Inserting a TensorFlow-Slim network
  • Optimizing spiking neural networks
  • Optimizing a cognitive model
  • Optimizing a cognitive model with temporal dynamics
    • Optimizing a memory network
    • Adding memory to the cognitive model
• Additional resources
• Project information
  • Release History
    • 2.2.1 (October 2, 2019)
    • 2.2.0 (July 24, 2019)
    • 2.1.1 (January 11, 2019)
    • 2.1.0 (December 5, 2018)
    • 2.0.0 (November 23, 2018)
    • 1.2.1 (November 2, 2018)
    • 1.2.0 (September 5, 2018)
    • 1.1.0 (July 24, 2018)
    • 1.0.0 (May 30, 2018)
    • 0.6.2 (May 4, 2018)
    • 0.6.1 (March 7, 2018)
    • 0.6.0 (December 13, 2017)
    • 0.5.2 (October 11, 2017)
    • 0.5.1 (August 28, 2017)
    • 0.5.0 (July 11, 2017)
    • 0.4.0 (June 8, 2017)
    • 0.3.1 (May 12, 2017)
    • 0.3.0 (April 25, 2017)
    • 0.2.0 (March 13, 2017)
    • 0.1.0 (June 12, 2016)
  • Contributing to NengoDL
    • Filing issues
    • Making pull requests
    • Contributor agreement
    • More details
  • NengoDL license
    • Licensed code
  • Citation

Github | PyPI