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Output layer neurons - PowerPoint PPT Presentation

Artificial Neural Networks

Artificial Neural Networks. Introduction. Artificial Neural Networks (ANN) Information processing paradigm inspired by biological nervous systems ANN is composed of a system of neurons connected by synapses ANN learn by example Adjust synaptic connections between neurons. History.

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1.07k views • 75 slides

Artificial Neural Networks

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Lecture 11. MLP (III): Back-Propagation

Lecture 11. MLP (III): Back-Propagation. Outline. General cost function Momentum term Update output layer weights Update internal layers weights Error back-propagation. General Cost Function. 1 ? k ? K (K: # inputs/epoch); 1 ? K ? # training samples

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Lecture 11. MLP (III): Back-Propagation

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Output layer neurons - PowerPoint PPT Presentation

Artificial Neural Networks

Artificial Neural Networks

Lecture 11. MLP (III): Back-Propagation

Lecture 11. MLP (III): Back-Propagation