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The Logic Behind Deep Learning

  • The Perceptron, introduced by Frank Rosenblatt in 1957, marked the beginning of neural network evolution.
  • Today, when we talk about AI, we’re often referring to Deep Learning — deep artificial neural networks built upon the foundations of the Perceptron.
  • The Perceptron is the fundamental unit behind more complex neural networks, used for binary classification.
  • Modern Deep Learning models build upon the basic Perceptron structure by adding multiple intermediate layers and the attention mechanism introduced in the Transformer architecture.

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