summary - Backpropagation Learning rule (P.4.18)...

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1 Perceptron Multilayer Perceptron Hopfield Network Self-Organizing Map Network Architecture Feedforward, single layer of neurons Feedforward Recurrent Neurons located in lattice with lateral connection Learning Type Supervised Learning Supervised Learning Unsupervised Learning Unsupervised Learning Learning / Storage Rule Traditional Perceptron Learning rule (P.3.14) Error Correction Learning rule (P.3.20)
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Unformatted text preview: Backpropagation Learning rule (P.4.18) Outer-product Storage rule (P.5.10) Competitive Learning (P.6.19) Major Applications 2-class Classifier • Multi-class Classifier, • General Purpose input-output mapping Associative Memory • Feature Extraction, • Compression, • Vector Quantization 2 Implementation of Neural Networks , Source: "Introduction to Neural Networks", TechOnLine University...
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This note was uploaded on 04/13/2011 for the course EE 4210 taught by Professor Wong during the Spring '10 term at City University of Hong Kong.

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summary - Backpropagation Learning rule (P.4.18)...

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