This can be done analytically in linear regression, but there is no analytical solution in a feed-forward neural network with hidden units. In back-propagation, the weights and thresholds are ...

This term is often shortened to Neural Networks, but this annoys neuro-biologists who deal with real ... In the next lecture, we discuss multi-layer networks and the back-propagation algorithm for ...