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Perceptron training rule guaranteed - PowerPoint PPT Presentation

Perceptron

Perceptron. Inner-product scalar Perceptron Perceptron learning rule XOR problem linear separable patterns Gradient descent Stochastic Approximation to gradient descent LMS Adaline. Inner-product. A measure of the projection of one vector onto another. Example. Activation function.

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1.02k views • 38 slides

Artificial Neural Networks

Artificial Neural Networks. Overview. Introduction ANN representations Perceptron Training Gradient Descent and Delta Rule Multilayer networks and Backpropagation algorithm Remarks on the backpropagation algorithm An illustrative example: face recognition

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Perceptron training rule guaranteed - PowerPoint PPT Presentation

Perceptron

Artificial Neural Networks