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W21 w22 - PowerPoint PPT Presentation

Biologically Inspired Intelligent Systems

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Learning with Neural Networks

Learning with Neural Networks. Artificial Intelligence CMSC 25000 February 19, 2002. Agenda. Neural Networks: Biological analogy Review: single-layer perceptrons Perceptron: Pros & Cons Neural Networks: Multilayer perceptrons Neural net training: Backpropagation Strengths & Limitations

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W21 w22 - PowerPoint PPT Presentation

Biologically Inspired Intelligent Systems

Learning with Neural Networks