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Python Artificial Intelligence Projects for Beginners
book

Python Artificial Intelligence Projects for Beginners

by Dr. Joshua Eckroth
July 2018
Beginner content levelBeginner
162 pages
3h 25m
English
Packt Publishing
Content preview from Python Artificial Intelligence Projects for Beginners

Feed-forward neural networks

Most of the neural networks that we design are feed forward and fully connected. This means that every neuron connects to every neuron in the next layer. The first layer receives inputs and the last layer gives outputs. The structure of the network, meaning the neuron counts and their connections, is decided ahead of time and cannot change, at least not during training. Also, every input must have the same number of values. This means that images, for example, may need to be resized to match the number of input neurons. The number of neurons in each layer is that layer's shape:

Feed-forward neural design

Each individual ...

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Publisher Resources

ISBN: 9781789539462Supplemental Content