Introduction to neural networks

Neural network is a fairly broad term that covers a number of related methods but, in our case, we will focus on a feedforward network that trains with backpropagation. I'm not going to waste our time discussing how the machine learning methodology is similar or dissimilar to how a biological brain works. We only need to start with a working definition of what a neural network is.

To know more about artificial neural networks, I think the Wikipedia entry is a good start: https://en.wikipedia.org/wiki/Artificial_neural_network.

To summarize, in machine learning and cognitive science, artificial neural networks (ANNs) are a family of statistical learning models inspired by biological neural networks (the central ...

Get Advanced Machine Learning with R now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.