Hopfield, J. J. and Tank, D. W. (1986) Collective Computation With Continuous Variables. In: Disordered Systems and Biological Organization. NATO ASI Series. No.20. Springer Berlin Heidelberg , Berlin, Heidelberg, pp. 155-170. ISBN 9783642826597. https://resolver.caltech.edu/CaltechAUTHORS:20201001-145810720
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Abstract
The model on which collective computation in neural networks was originally shown to produce a content addressable memory was based on neurons with two discrete states (1) (or levels of activity) which might be thought of as “0” and “1”. That model involved an asynchronous updating of the state of each neuron, and could be closely related to aspects of magnetic Ising systems. The role of exchange in the magnetic system is played by the connections between the neurons in the biological system.
| Item Type: | Book Section | |||||||||
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| Additional Information: | © Springer-Verlag Berlin Heidelberg 1986. | |||||||||
| Subject Keywords: | Energy Function; Travel Salesman Problem; Spin Glass; Graph Link; Steep Descent Path | |||||||||
| Series Name: | NATO ASI Series | |||||||||
| Issue or Number: | 20 | |||||||||
| DOI: | 10.1007/978-3-642-82657-3_16 | |||||||||
| Record Number: | CaltechAUTHORS:20201001-145810720 | |||||||||
| Persistent URL: | https://resolver.caltech.edu/CaltechAUTHORS:20201001-145810720 | |||||||||
| Usage Policy: | No commercial reproduction, distribution, display or performance rights in this work are provided. | |||||||||
| ID Code: | 105730 | |||||||||
| Collection: | CaltechAUTHORS | |||||||||
| Deposited By: | George Porter | |||||||||
| Deposited On: | 02 Oct 2020 14:20 | |||||||||
| Last Modified: | 16 Nov 2021 18:45 |
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