The Nature of Mathematical Modelling


Train a neural network on the output from an order 4 maximal LFSR (Problem 6.3) and learn to reproduce it. How do the results depend on the network depth and architecture?


Initial loss:

Current loss:

The visualization shows the input (top row), target (second row), prediction (third row), and accuracy (bottom row - red pixel indicates wrong prediction).