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- Johansson, ChristopherKTH,Beräkningsbiologi, CB (author)
Clustering of stored memories in an attractor network with local competition
- Article/chapterEnglish2006
Publisher, publication year, extent ...
- 2006
- printrdacarrier
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- LIBRIS-ID:oai:DiVA.org:kth-6239
- https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-6239URI
- https://doi.org/10.1142/S0129065706000809DOI
Supplementary language notes
- Language:English
- Summary in:English
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- SwePubSwePub
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- QC 20100902
- In this paper we study an attractor network with units that compete locally for activation and we prove that a reduced version of it has fixpoint dynamics. An analysis, complemented by simulation experiments, of the local characteristics of the network's attractors with respect to a parameter controlling the intensity of the local competition is performed. We find that the attractors are hierarchically clustered when the parameter of the local competition is changed
Subject headings and genre
- NATURVETENSKAP Data- och informationsvetenskap Bioinformatik hsv//swe
- NATURAL SCIENCES Computer and Information Sciences Bioinformatics hsv//eng
- Attractor neural network
- Hierarchical clustering
- Hypercolumn
- Local competition
- Memory clustering
- Computer science
- Datalogi
Added entries (persons, corporate bodies, meetings, titles ...)
- Ekeberg, ÖrjanKTH,Beräkningsbiologi, CB(Swepub:kth)u1oppomp (author)
- Lansner, AndersKTH,Beräkningsbiologi, CB(Swepub:kth)u12s8cr8 (author)
- KTHBeräkningsbiologi, CB (creator_code:org_t)
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- In:International Journal of Neural Systems16:6, s. 393-4030129-06571793-6462
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