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Neural_Network_FFR135

Assignment

All assignment and code are made with Python3.9 from scratch. Pdfs are included as a report in each assigment.

Homework 1

  • One step error probability
  • Digits numbers
  • Hopfield network

Homework 2

  • 3D Boolean functions
  • One-layer perceptron
  • Restricted Boltmann Machine

Homework 3

  • Classification challenge
  • Fully connected encoder
  • Tic Tac Toe using Reinforcement Learning
  • Chaotic time series prediction

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Solution to homework problems 2021 of Chalmers Neural Network courses

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