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neuralnetworks's Introduction

NeuralNetworks

Artificial neural networks

  • Binary Correlation Matrix (BCM) --> Model --> Tests
  • Bidirectional Associative Memory (BAM) --> Model --> Tests
  • Single Layer Perceptron (PLA - Pocket Learning Algorithm) --> Model --> App
  • Hopfield Network (Hebb's Rule) --> Model --> App
    Teaching
    HopfieldTeach
    Test
    HopfieldTest
  • Self-Organizing Map (WTM - Winner Takes Most) [Triangle Shape] --> Model --> App
    Start (Generated set)
    SomStart
    Stop
    SomStop
  • Multi Layer Perceptron (BPA - Back Propagation Algorithm) --> Model --> App
    Network
    MlpNetwork
    Teach
    MlpNetwork
    Test
    MlpNetwork
    Reteach Test
    MlpNetwork

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