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Neural Networks By Simon O. Haykin

Neural Networks
by Simon O. Haykin

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$56.99
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Suitable for graduate-level neural network courses offered in the departments of Computer Engineering, Electrical Engineering, and Computer Science, this book offers a treatment of neural networks from an engineering perspective.
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Neural Networks Summary


Neural Networks: A Comprehensive Foundation: International Edition by Simon O. Haykin

For graduate-level neural network courses offered in the departments of Computer Engineering, Electrical Engineering, and Computer Science.

Renowned for its thoroughness and readability, this well-organized and completely up-to-date text remains the most comprehensive treatment of neural networks from an engineering perspective. Thoroughly revised.

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Table of Contents




1. Introduction.


2. Learning Processes.


3. Single-Layer Perceptrons.


4. Multilayer Perceptrons.


5. Radial-Basis Function Networks.


6. Support Vector Machines.


7. Committee Machines.


8. Principal Components Analysis.


9. Self-Organizing Maps.


10. Information-Theoretic Models.


11. Stochastic Machines & Their Approximates Rooted in Statistical Mechanics.


12. Neurodynamic Programming.


13. Temporal Processing Using Feedforward Networks.


14. Neurodynamics.


15. Dynamically Driven Recurrent Networks.


Epilogue.


Bibliography.


Index.

Additional information

GOR002175645
Neural Networks: A Comprehensive Foundation: International Edition by Simon O. Haykin
Simon O. Haykin
Used - Very Good
Paperback
Pearson Education (US)
1997-12-01
842
0139083855
9780139083853
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in very good condition, but if you are not entirely satisfied please get in touch with us.