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v0.6.0

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@jeshraghian jeshraghian released this 21 Feb 02:41
· 327 commits to master since this release

What's Changed

  • Recurrent neuron models have been added and revamped
  • backprop.py has been deprecated
  • Neuron model has been modified such that the rest function is scaled by beta. Seems to enable better performance.
  • Reset mechanisms have been fixed
  • spikegen and loss functions updated for macbook usage (metal performance shaders "mps")
  • neuron computations fixed for DDP (thanks @ridgerchu !)
  • graded spikes have been added (thanks @ahenkes1 !)
  • BatchNormThroughTime (thanks @vinniesun !)
  • Updated Surrogate functions & default surrogate converted to ATan (@ridgerchu again)
  • Input & Output Functions (@ridgerchu again again)

New Contributors

Full Changelog: v0.5.3...v0.6.0