Graph Generic.png

Graphs

Provide mathematical constructs for:

- data relationships

- data flows

- processing nodes

- structures for machine learning models

I have always been convinced that the only way to get artificial intelligence to work is to do the computation in a way similar to the human brain. That is the goal I have been pursuing. We are making progress, though we still have lots to learn about how the brain actually works.
— Geoffrey Hinton
Just like the brain consists of billions of highly connected neurons, a basic operating unit in a neural network is a neuron-like node. It takes input from other nodes and sends output to others.
— Fei-Fei Li