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Published October 11, 2023 | Version ml_genn_2_1
Software Open

genn-team/ml_genn: mlGeNN 2.1

Authors/Creators

  • 1. @ImperialCollegeLondon
  • 2. Imperial College London

Description

This release adds a number of significant new features to mlGeNN including support for training models using EventProp, as well as including a number of bug fixes that have been identified since the 2.0 release.

User Side Changes
  • EventProp compiler for training models with EventProp (#57, #64, #70)
  • System so compilers can define default settings for neuron models e.g. reset behaviour (#63)
  • Support for time varying inputs as well as a wider range of input neuron types (#69)
  • Spike-like event recording (#54)
  • Spike count recording (#73)
Bug fixes
  • Fixed issues with manual training loops e.g. for augmentation (#74, #78)
  • Fixed issue with management of callback state (#65)
  • Fixed issue with loading and unloading compiled networks (#66)

Files

genn-team/ml_genn-ml_genn_2_1.zip

Files (578.0 kB)

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md5:d78343a3460f3cc315204d03cb1d0662
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Additional details

Related works

Is supplement to
https://github.com/genn-team/ml_genn/tree/ml_genn_2_1 (URL)