Upgrading logic programming in hopfield network
The convergence property for doing logic programming in Hopfield network can be accelerated by using new relaxation method. This paper shows that the performance of the Hopfield network can be improved by using a relaxation rate to control the energy relaxation process. The capacity and performance...
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Penerbit Universiti Kebangsaan Malaysia
2010
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my-ukm.journal.3332022-07-28T04:14:44Z http://journalarticle.ukm.my/333/ Upgrading logic programming in hopfield network Saratha Sathasivam, The convergence property for doing logic programming in Hopfield network can be accelerated by using new relaxation method. This paper shows that the performance of the Hopfield network can be improved by using a relaxation rate to control the energy relaxation process. The capacity and performance of these networks is tested by using computer simulations. It was proven by computer simulations that the new approach provides good solutions. Penerbit Universiti Kebangsaan Malaysia 2010-02 Article PeerReviewed application/pdf en http://journalarticle.ukm.my/333/1/17.pdf Saratha Sathasivam, (2010) Upgrading logic programming in hopfield network. Sains Malaysiana, 39 (1). pp. 115-118. ISSN 0126-6039 https://www.ukm.my/jsm/malay_journals/jilid39bil1_2010/KandunganJilid39Bil1_2010.html |
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The convergence property for doing logic programming in Hopfield network can be accelerated by using new relaxation method. This paper shows that the performance of the Hopfield network can be improved by using a relaxation rate to control the energy relaxation process. The capacity and performance of these networks is tested by using computer simulations. It was proven by computer simulations that the new approach provides good solutions. |
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Article |
| author |
Saratha Sathasivam, |
| spellingShingle |
Saratha Sathasivam, Upgrading logic programming in hopfield network |
| author_facet |
Saratha Sathasivam, |
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Saratha Sathasivam, |
| title |
Upgrading logic programming in hopfield network |
| title_short |
Upgrading logic programming in hopfield network |
| title_full |
Upgrading logic programming in hopfield network |
| title_fullStr |
Upgrading logic programming in hopfield network |
| title_full_unstemmed |
Upgrading logic programming in hopfield network |
| title_sort |
upgrading logic programming in hopfield network |
| publisher |
Penerbit Universiti Kebangsaan Malaysia |
| publishDate |
2010 |
| url |
http://journalarticle.ukm.my/333/1/17.pdf http://journalarticle.ukm.my/333/ https://www.ukm.my/jsm/malay_journals/jilid39bil1_2010/KandunganJilid39Bil1_2010.html |
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