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The Perceptron: The Tiny Brain Cell That Sparked an AI Revolution

  • A perceptron is a binary classifier that sorts inputs into two buckets based on weighted sum of inputs and bias.
  • The step function of the perceptron outputs 1 if the input (weighted sum plus bias) is non-negative and 0 otherwise.
  • The perceptron helps in classifying emails as spam or not spam by calculating the final output (0 or 1) based on the weighted sum of inputs and bias.
  • Rosenblatt’s perceptron was the starting point of AI and paved the way for the evolution into neural networks like ChatGPT.

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