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Information and Topology in Attractor Neural Networks

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Publication:3440422
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DOI10.1162/NECO.2007.19.4.956zbMath1118.68116arXivcond-mat/0506535OpenAlexW2130189314WikidataQ48248988 ScholiaQ48248988MaRDI QIDQ3440422

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Publication date: 22 May 2007

Published in: Neural Computation (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/cond-mat/0506535


zbMATH Keywords

mutual informationAmari-Hopfield model


Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)


Related Items (1)

Structured patterns retrieval using a metric attractor network: application to fingerprint recognition




Cites Work

  • Global and local synchrony of coupled neurons in small-world networks
  • Parallel dynamics of extremely diluted symmetric \(Q\)-Ising neural networks
  • Notions of associative memory and sparse coding
  • Statistical mechanics of complex networks
  • Partially connected models of neural networks
  • Collective dynamics of ‘small-world’ networks
  • Neural networks and physical systems with emergent collective computational abilities.
  • Learning Patterns and Pattern Sequences by Self-Organizing Nets of Threshold Elements




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