Introduction to the Math of Neural Networks (English Edition)

ῳ  ↽ Introduction to the Math of Neural Networks (English Edition) Online Read Ὼ E-Pub Author Jeff Heaton ‘ ῳ ↽ Introduction to the Math of Neural Networks (English Edition) Online Read Ὼ E-Pub Author Jeff Heaton ‘ This book introduces the reader to the basic math used for neural network calculation This book assumes the reader has only knowledge of college algebra and computer programming This book begins by showing how to calculate output of a neural network and moves on to advanced training methods such as backpropagation, resilient propagation and Levenberg Marquardt optimization The mathematics needed by these techniques is also introduced Mathematical topics covered by this book include first, second, Hessian matrices, gradient descent and partial derivatives All mathematical notation introduced is explained Neural networks covered include the feedforward neural network and the self organizing map This book provides an ideal supplement to our other neural books This book is ideal for the reader, without a formal mathematical background, that seeks a mathematical description of neural networks. 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    • Format Kindle
    • Introduction to the Math of Neural Networks (English Edition)
    • Jeff Heaton
    • Anglais
    • 04 March 2017
    • 119 pages

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