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Neural Network Structures

  • Mathematically artificial neural networks are represented by weighted directed graphs.
  • In more practical terms, a neural network has activations flowing between processing units via one-way connections.

 

  • There are three common artificial neural network architectures known:
    • Single-Layer Feed-Forward (Perceptron)
    • Multi-Layer Feed-Forward
    • Recurrent Neural Network

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