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Teichmann2021_NeuralNetworks

Repository for the publication:

Teichmann, M., Larisch, R., & Hamker, F. H. (2021).
Performance of biologically grounded models of the early visual system on standard object recognition tasks.
Neural Networks, 144, 210–228.
https://doi.org/10.1016/j.neunet.2021.08.009

Structure

  • rate_based

    • Evaluation
      • contains the Python source files to perform the performance evualtions of the rate based network
    • Model
      • contains the Python source files to train the rate based network

  • spike_based

    • Evaluation
      • contains the Python source files to perform the performance evualtions of the spike based network
    • Model
      • contains the Python source files to train the spike based network

Please look at the README-Files in the corresponding subdirectories to obtain more information about requirements and the Python scripts.