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Neural basis of perceptual expectations: insights from transient dynamics of attractor neural networks

✍ Scribed by Athena Akrami; Alessandro Treves


Book ID
115006231
Publisher
BioMed Central
Year
2009
Tongue
English
Weight
169 KB
Volume
10
Category
Article
ISSN
1471-2202

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We present an analysis of the attractors of a deterministic dynamics in formal neural networks characterized by binary threshold units and a nonsymmetric connectivity. It is shown that in these networks a stored pattern or a pattern sequence is represented by a cloud of attractors rather than by a s