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STDP-based Spiking Deep Convolutional Neural Net for object recognition

Implementation of the Spiking Deep Convolutional Neural Net for object recognition in

Kheradpisheh, Saeed Reza, et al. "STDP-based spiking deep convolutional neural networks for object recognition." Neural Networks 99 (2018): 56-67. http://www.sciencedirect.com/science/article/pii/S0893608017302903?via%3Dihub

This is my own implementation of this paper, not the original implementation.

Requirements

The following python packages are required as well as the apropiate CUDA instalation for numba package

  • numba
  • sklearn
  • PIL
  • matploblib
  • numpy
  • scipy

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