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4B

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AMATH 449

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AMATH 449 - Neural Networks

AMATH 449 - Neural Networks

Dec 26, 20251 min read

  • amath449
  • 4b

Course Info

  • Final: Friday, April 17, 4:00pm - 6:30pm

Notes

  • Hodgkin-Huxley Neuron Model
  • Leaky Integrate-and-Fire Model
  • Simple Neuron Activation Functions
  • Synapses
  • Automatic Differentiation
    • Neural Network with Autodiff
  • Human Visual System
  • Hopfield Networks
  • Restricted Boltzmann Machines
  • Autoencoder
  • Vector Embeddings
  • Variational Autoencoder

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  • Course Info
  • Notes

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