دورية أكاديمية

Conditions for the emergence of spatially asymmetric retrieval states in an attractor neural network

التفاصيل البيبلوغرافية
العنوان: Conditions for the emergence of spatially asymmetric retrieval states in an attractor neural network
المؤلفون: Koroutchev, Kostadin, Korutcheva, Elka
المصدر: Open Physics ; volume 3, issue 3 ; ISSN 2391-5471
بيانات النشر: Walter de Gruyter GmbH
سنة النشر: 2005
الوصف: In this paper we show that during the retrieval process in a binary symmetric Hebb neural network, spatially localized states can be observed when the connectivity of the network is distance-dependent and a constraint on the activity of the network is imposed, which forces different levels of activity in the retrieval and learning states. This asymmetry in the activity during retrieval and learning is found to be a sufficient condition to observe spatially localized retrieval states. The result is confirmed analytically and by simulation.
نوع الوثيقة: article in journal/newspaper
اللغة: unknown
DOI: 10.2478/bf02475647
DOI: 10.2478/BF02475647.pdf
DOI: 10.2478/BF02475647/fulltext.html
DOI: 10.2478/BF02475647/pdf
الإتاحة: https://doi.org/10.2478/bf02475647Test
حقوق: http://www.springer.com/tdmTest
رقم الانضمام: edsbas.965F795D
قاعدة البيانات: BASE