1• Yapay Sinir Ağları(Artificial Neural Networks ANNs)

Tam olarak yapay zekânın standart bir tanımı yoktur. İnsan aklının kullanılması gerektiren işleri bilgisayarların öğrenerek yapması olarak bilinebilir.

Selected Areas of AI

  • Machine learning and data mining
  • Searching and problem solving
  • Logic and reasoning

Machine learning and data mining

  • Supervised learning: is the machine learning labelled training data   e.g.: Data classification
  • Unsupervised learning: is the machine learning   to describe hidden structure from “unlabeled” data e.g.: Data clustering

Data Mining Methods Used for Knowledge Discovery

  • Statistics methods
  • Fuzzy sets
  • Rough sets
  • Machine learning methods
  • Evolutionary computing
  • Neural networks

Network Architectures

Three different classes of network architectures

  • Single-layer       feed-forward
  • Multi-layer         feed-forward
  • Recurrent           feed-back has cyclic layers.

Artifical Neural Network

  • Perceptron A NN -> Reflex agent
  • Multi Layer NN
  • Recurrent
Artificial Neuron Model

57 Kez Okundu

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