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McCulloch-Pitts Neuron — Mankind’s First Mathematical Model Of A Biological Neuron

  • The McCulloch-Pitts model, also known as the McCulloch-Pitts neuron or the threshold logic unit, is a simplified mathematical model of a biological neuron.
  • Developed by Warren McCulloch and Walter Pitts in the 1940s, it was one of the earliest attempts to simulate the behavior of neural networks.
  • The McCulloch-Pitts model can implement basic logic gates like AND, OR, and NOT, making it suitable for modeling simple logical operations.
  • However, it has limitations in modeling complex, continuous functions, and modern artificial neural networks have evolved beyond this simplistic model.

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