This documentation is for a development version. Click here for the latest stable release (v0.5.0).
Extra utilities and add-ons for Nengo.
This repository contains utilities that occupy a liminal space not quite generic enough for inclusion in Nengo, but useful enough that they should be publicly accessible.
Some of these utilities may eventually migrate to Nengo core, and others may be split off into their own separate repositories. If something that you were using has been moved, please consult the release history below to see where it has been moved.
To install Nengo extras, we recommend using
pip install nengo-extras
- Loihi training
- Deep learning
- Learning rules
- Neuron types
- Vision models
- Visualization tools
0.5.0 (January 12, 2022)¶
Added NengoDL builders for NengoLoihi neuron types. These will automatically be used by the NengoLoihi repository if it is installed. (#94)
Updated to work with more recent versions of Nengo. (#94)
0.4.0 (November 15, 2019)¶
nengo_extras.simulators.RealTimeSimulator, which will ensure that simulations don’t run faster than real time. (#85, #151)
nengo_extras.neurons.NumbaLIF, which is a numba-accelerated drop-in replacement for the
nengo.LIFneuron model (requires
numbato be installed). (#86)
Fixed some Nengo 3.0.0 compatibility issues. (#90)
0.3.0 (June 4, 2018)¶
0.2.0 (May 31, 2018)¶
Added the association matrix learning rule (AML) to learn associations from cue vectors to target vectors in a one-shot fashion without catastrophic forgetting. (#72)
Added classes to convert Nengo models to GEXF for visualization with Gephi. (#54)
Cameraprocess to stream images from a camera to Nengo. (#61)
0.1.0 (March 14, 2018)¶
Initial release of Nengo Extras! Tested with Nengo 2.7.0, but should work with earlier versions. If you run into any issues, please file a bug report.