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Title:
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Evidence of a noise induced transition in fluid neural networks
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Author:
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Delgado Pin, Jordi; Solé, Ricard Vicenç
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Other authors:
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Universitat Politècnica de Catalunya. Departament de Ciències de la Computació |
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Abstract:
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Submitted to Physica D.
Focusing on a phenomenon observed in the temporal patterns of activity behavior of Leptothorax ants, we introduce the notion of Noise Induced Computation. We study, from a Noise Induced Transition perspective, the emergent property of autosynchronization in ant colonies, using to model this phenomenon the formalism of Fluid Neural Networks. It is known that through this autosynchronization, ants attain, as a global computational property, a mechanism for information exchange known from computer science as mutual exclusion. We have numerical evidence that this happens at the critical point of the noise induced transition. |
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Subject(s):
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-Àrees temàtiques de la UPC::Informàtica
-Fluid neural networks
-Selforganization
-Noise induced transitions |
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Rights:
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Document type:
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Article - Published version
Report |
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