Syndetics cover image
Image from Syndetics

Neural networks : a comprehensive foundation / Simon Haykin.

By: Haykin, Simon S, 1931-Material type: TextTextPublication details: Upper Saddle River, NJ : Prentice Hall, 1999. Edition: 2nd edISBN: 0132733501Subject(s): Neural networks (Computer science)DDC classification: 006.32 LOC classification: QA76.87
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 And Their Approximates Rooted in Statistical Mechanics -- 12. Neurodynamic Programming -- 13. Temporal Processing Using Feedforward Networks -- 14. Neurodynamics -- 15. Dynamically Driven Recurrent Networks.
Holdings
Item type Home library Call number Status Date due Barcode Item holds
Two Week Loan Two Week Loan College Lane Learning Resources Centre
Main Shelves
006.3 HAY (Browse shelf(Opens below)) Available 4404422390
Two Week Loan Two Week Loan College Lane Learning Resources Centre
Main Shelves
006.3 HAY (Browse shelf(Opens below)) Available 4404422372
Two Week Loan Two Week Loan College Lane Learning Resources Centre
Main Shelves
006.3 HAY (Browse shelf(Opens below)) Available 6000092911
Two Week Loan Two Week Loan College Lane Learning Resources Centre
Main Shelves
006.3 HAY (Browse shelf(Opens below)) Available 6000092900
Total holds: 0

Enhanced descriptions from Syndetics:

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 And Their Approximates Rooted in Statistical Mechanics -- 12. Neurodynamic Programming -- 13. Temporal Processing Using Feedforward Networks -- 14. Neurodynamics -- 15. Dynamically Driven Recurrent Networks.

Powered by Koha