Laz4rz / spikingNeuralNetworks

Spiking Neural Networks dependance on initial conditions using snnTorch. The results are presented in my Bachelors Thesis: "The impact of initial parameters on the learning of spiking neural networks".

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snntorch-exploration

Why does it converge?

Tasks:

  • one model, constant hyperparams, different seeds
  • quality over train and valid on box plot for different seeds
  • F1 maybe?

About

Spiking Neural Networks dependance on initial conditions using snnTorch. The results are presented in my Bachelors Thesis: "The impact of initial parameters on the learning of spiking neural networks".


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