In this lecture, we look at a non-symbolic representation scheme known as Artificial Neural ... and linear units, and discuss the limitations that such simple networks have. In the next lecture, we ...

Artificial neural ... 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 ...