Neuronal Models with Current Inputs

  • Authors:

  • Jianfeng Feng

  • Affiliations:

  • -

  • Venue:
  • IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
  • Year:
  • 2001

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Abstract

We propose a novel approach based upon a superposition of 'colored' and 'white' noise to approximate current inputs in neural models. Numerical results show that the novel approach substantially improves the approximation within widely, physiologically reasonable regions of the rising time of 驴-wave inputs.