Neural Networks

Neural networks and machine learning are forthcoming applications of linear algebra, real analysis, and advances in computing. We present the foundations of the back propagation technique in neural network layers. We present straightforward derivations and worked examples using partial derivatives. We provide simple examples with detailed exposition along the way.