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Neural Networks for Pattern Recognition Book

Neural Networks for Pattern Recognition
Neural Networks for Pattern Recognition, This is the first comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts, the book examines techniques for modeling probability density functions and the proper, Neural Networks for Pattern Recognition has a rating of 4.5 stars
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Neural Networks for Pattern Recognition, This is the first comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts, the book examines techniques for modeling probability density functions and the proper, Neural Networks for Pattern Recognition
4.5 out of 5 stars based on 2 reviews
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  • Neural Networks for Pattern Recognition
  • Written by author Christopher M. Bishop
  • Published by Oxford University Press, USA, January 1996
  • This is the first comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts, the book examines techniques for modeling probability density functions and the proper
  • This is the first comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts, the book examines techniques for modeling probability density functions and the proper
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Book Categories

Authors

1Statistical Pattern Recognition1
2Probability Density Estimation33
3Single-Layer Networks77
4The Multi-layer Perceptron116
5Radial Basis Functions164
6Error Functions194
7Parameter Optimization Algorithms253
8Pre-processing and Feature Extraction295
9Learning and Generalization332
10Bayesian Techniques385
Symmetric Matrices440
Gaussian Integrals444
Lagrange Multipliers448
Calculus of Variations451
Principal Components454
References457
Index477


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Neural Networks for Pattern Recognition, This is the first comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts, the book examines techniques for modeling probability density functions and the proper, Neural Networks for Pattern Recognition

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Neural Networks for Pattern Recognition, This is the first comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts, the book examines techniques for modeling probability density functions and the proper, Neural Networks for Pattern Recognition

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Neural Networks for Pattern Recognition, This is the first comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts, the book examines techniques for modeling probability density functions and the proper, Neural Networks for Pattern Recognition

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