SiavashShams/Neural-Networks-and-Deep-Learning-Course-Projects

Projects for the Neural Networks and Deep Learning course

Intelligent Systems Projects

Contents of each project

CA1

• Adaline
• Madaline
• Perceptron

CA2

• Multi Layer Perceptron MLP(Classification)
• Multi Layer Perceptron MLP(Regression)
• Dimensionality reduction
  • PCA
  • Autoencoder

CA3

• Pattern Association using Hebbian Learning Rule
• Auto-associative Net
• Discrete Hopfield Network
• Bidirectional Associative Memory

CA4

• Self Organizing Maps (SOM)
• MaxNet
• Mexican Hat
• Hamming Net