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CS 479

Neural Networks

Undergraduate

2025

Topics

  • Networks of neurons
  • Supervised learning
  • Unsupervised learning
  • Population coding
  • Recurrent neural networks
  • Adversarial attacks
  • Additional topics

Readings

  • Theoretical Neuroscience
    P Dayan and L.F. Abbott · typical reference
  • Neural Networks and Deep Learning
    M Neilsen · typical reference
  • Deep Learning
    I Goodfellow, Y Bengio, and A Courville · typical reference
  • Neural Engineering
    C Eliasmith and C Anderson · typical reference
Sources