Intelligent Information Systems
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Lecture 11 - Backpropagation Training
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Overview
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Restrictions on Backprop
Error and activation functions must be differentiable
Hard threshold functions cannot be used
e.g. step (Heaviside) function
Cannot model discontinuous functions
Mixed activation functions cannot be used
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Maintained by Dr Michael J. Watts (
mike.watts.net.nz
).