Artificial Neural Networks
Introduction, feed-forward neural networks (see colab notebook):
- Feedforward neural networks
- Cost functions
- Backpropagation
- Optimisation (stochastic gradient descent…)
- Analysis
Convolutional Neural Networks (see colab notebook):
- Local receptive fields
- Shared weights
- Pooling