{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,2]],"date-time":"2022-04-02T18:51:02Z","timestamp":1648925462742},"reference-count":0,"publisher":"World Scientific Pub Co Pte Lt","issue":"04","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Neur. Syst."],"published-print":{"date-parts":[[1992,1]]},"abstract":"<jats:p> We study the influence of a simple nonuniform sequential dynamics on the behaviour of neural networks composed of two state neurons with exponentially decaying local fields. The deterministic process is determined by a single dynamical model of the neurons composing the system and the main characteristic is a special choice of the updating sequence in the dynamics of relaxation. Problems such as storage capacity, basins of attraction and optimization algorithms related to network dynamics have been investigated numerically. The results of simulations show that for the Hopfield learning rule, it is possible to enhance the storage capacity and that the set of low excited neurons is responsible for an increase of the signal to noise ratio in the system. The corresponding computational properties are also interesting: tested on the problem of finding ground states of spin glasses, the system shows an effective relaxation to low-lying energy states. <\/jats:p>","DOI":"10.1142\/s0129065792000292","type":"journal-article","created":{"date-parts":[[2004,11,24]],"date-time":"2004-11-24T03:29:42Z","timestamp":1101266982000},"page":"379-387","source":"Crossref","is-referenced-by-count":0,"title":["NEURAL NETWORK WITH LOCAL SHORT MEMORY AND COMPLEX UPDATING"],"prefix":"10.1142","volume":"03","author":[{"given":"RICCARDO","family":"ZECCHINA","sequence":"first","affiliation":[{"name":"Dept. of Theor. Phys., University of Torino, Via P. Giuria 1\u201310125-Torino, Italy"}]}],"member":"219","published-online":{"date-parts":[[2011,11,21]]},"container-title":["International Journal of Neural Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0129065792000292","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,7]],"date-time":"2019-08-07T16:20:56Z","timestamp":1565194856000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0129065792000292"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1992,1]]},"references-count":0,"journal-issue":{"issue":"04","published-online":{"date-parts":[[2011,11,21]]},"published-print":{"date-parts":[[1992,1]]}},"alternative-id":["10.1142\/S0129065792000292"],"URL":"https:\/\/doi.org\/10.1142\/s0129065792000292","relation":{},"ISSN":["0129-0657","1793-6462"],"issn-type":[{"value":"0129-0657","type":"print"},{"value":"1793-6462","type":"electronic"}],"subject":[],"published":{"date-parts":[[1992,1]]}}}