Ebook Info
- Published:
- Number of pages:
- Format: PDF
- File Size: 9.79 MB
- Authors: Berndt Müller
Description
1. The Structure of the Central Nervous System.- 2. Neural Networks Introduced.- 3. Associative Memory.- 4. Stochastic Neurons.- 5. Cybernetic Networks.- 6. Multilayered Perceptrons.- 7. Applications.- 8. More Applications of Neural Networks.- 9. Network Architecture and Generalization.- 10. Associative Memory: Advanced Learning Strategies.- 11. Combinatorial Optimization.- 12. VLSI and Neural Networks.- 13. Symmetrical Networks with Hidden Neurons.- 14. Coupled Neural Networks.- 15. Unsupervised Learning.- 16. Evolutionary Algorithms for Learning.- 17. Statistical Physics and Spin Glasses.- 18. The Hopfield Network for p/N’ 0.- 19. The Hopfield Network for Finite p/N.- 20. The Space of Interactions in Neural Networks.- 21. Numerical Demonstrations.- 22. ASSO: Associative Memory.- 23. ASSCOUNT: Associative Memory for Time Sequences.- 24. PERBOOL: Learning Boolean Functions with Back-Prop.- 25. PERFUNC: Learning Continuous Functions with Back-Prop.- 26. Solution of the Traveling-Salesman Problem.- 27. KOHOMAP: The Kohonen Self-organizing Map.- 28. btt: Back-Propagation Through Time.- 29. NEUROGEN: Using Genetic Algorithms to Train Networks.- References.
User’s Reviews
Reviews from Amazon users which were colected at the time this book was published on the website:
⭐This book have the basics of neural networks (NN) treated at undergraduate level adequated to students of physics, mathematics or engineering. The relevant concepts are all explained and it recquires no previous knowledge in the area from the reader. It is a perfect introduction to the theory of neural networks for those who are iniciating in the field and have no experience with NN.
Keywords
Free Download Neural Networks: An Introduction in PDF format
Neural Networks: An Introduction PDF Free Download
Download Neural Networks: An Introduction PDF Free
Neural Networks: An Introduction PDF Free Download
Download Neural Networks: An Introduction PDF
Free Download Ebook Neural Networks: An Introduction