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Releases: anddudkin/SNN_memristor_based

SNN-memristor-basedV1.1

12 Nov 00:55
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Added User Manual and piece of the documentation.

SNN-memristor-basedV1.0

11 Nov 23:37
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First release of Spiking Network simulator

Features

  1. Added neurons models:
    • IF neuron
    • LIF neuron
    • LIF neuron with adaptive threshold
      *each model has in-build literal inhibition option
  2. Added one type of he connections between neurons:
    • All to all type
  3. Added simple STDP model as local lerning rule for unsupervised training of the SNN
  4. Added functions for lables assignment and traning accuracy evaluation for unsupervised training of the SNN
  5. Added functions for visualization of yhe network data
  6. Added some useful tools