Intelligent Information Systems
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Lecture 10 - Multi-Layer Perceptrons
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Multi-Layer Perceptrons
Able to model non-linearly separable functions
Each hidden neuron is equivalent to a perceptron
Each hidden neuron adds a hyperplane to the problem space
Requires sufficient neurons to partition the input space appropriately
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Maintained by Dr Michael J. Watts (
mike.watts.net.nz
).