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| Document Type: | Book |
|---|---|
| All Authors / Contributors: |
James A Anderson |
| ISBN: | 0262011441 9780262011440 0262510812 9780262510813 |
| OCLC Number: | 30971691 |
| Notes: | "A Bradford book." |
| Description: | xi, 650 p. : ill. ; 27 cm. |
| Contents: | Properties of Single Neurons -- Synaptic Integration and Neuron Models -- Essential Vector Operations -- Lateral Inhibition and Sensory Processing -- Simple Matrix Operations -- The Linear Associator: Background and Foundations -- The linear Associator: Simulations -- Early Network Models: The Perceptron -- Gradient Descent Algorithms -- Representation of Information -- Applications of Simple Associators: Concept Formation and Object Motion -- Energy and Neural Networks: Hopfield Networks and Boltzmann Machines -- Nearest Neighbor Models -- Adaptive Maps -- The BSB Model: A Simple Nonlinear Autoassociative Neural Network -- Associative Computation -- Teaching Arithmetic to a Neural Network. |
| Responsibility: | James A. Anderson. |
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