Copyright © 2020 Don Cowan All Rights Reserved
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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.
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.
Graph Activation Node
Graph Backpropagation Data Flow
Graph Convolution Node
Graph Data Operations Node
Graph Deep Learning Data Flow
Graph Dropout Node
Graph Feed Forward Data Flow
Graph Input Node
Graph Matrix Operation Node
Graph Memory Node
Graph Output Node
Graph Pooling Node
Graph Recurrent Data Flow