Remove outdated Conformers PDF figure and update deep learning chapter with new content on multi-layer neural networks, including theoretical foundations, backpropagation, and references to relevant figures. Enhance single-layer neural networks section with detailed explanations of activation functions and classification examples.

Author: carlportz