An introduction to neural networks / James A. Anderson.

By:

Anderson, James A

Material type: Text

TextPublication details: New Delhi : Prentice Hall, c1995 [1997]Description: xi, 650 p. : ill. ; 27 cmISBN:

0262011441

Subject(s):

Neural networks (Neurobiology)

DDC classification:

006.3 ANI 2001 20

LOC classification:

QP363.3 .A534 1995

Contents:

1. Properties of Single Neurons -- 2. Synaptic Integration and Neuron Models -- 3. Essential Vector Operations -- 4. Lateral Inhibition and Sensory Processing -- 5. Simple Matrix Operations -- 6. The Linear Associator: Background and Foundations -- 7. The Linear Associator: Simulations -- 8. Early Network Models: The Perceptron -- 9. Gradient Descent Algorithms -- 10. Representation of Information -- 11. Applications of Simple Associators: Concept Formation and Object Motion -- 12. Energy and Neural Networks: Hopfield Networks and Boltzmann Machines -- 13. Nearest Neighbor Models -- 14. Adaptive Maps -- 15. The BSB Model: A Simple Nonlinear Autoassociative Neural Network -- 16. Associative Computation -- 17. Teaching Arithmetic to a Neural Network.

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Holdings
Item type	Current library	Call number	Copy number	Status	Date due	Barcode
Books	Premier University Faculty of Engineering Library	006.3 ANI 2001	1	Available		3968