Neural Networks as an Input Refinery

Mental Model

A NN can be thought of as an object that, given a set of input features, sequentially transforms them into more discriminative/high-level features, until finally transforming the most discriminative features into the output features.

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Connections

• Neural Network Diagram
• Neural Networks as a Squiggle Fitter