Associative Memories by Reaping Redundant Neurons : Modeling of Asscoiative Memories by Frustrated Lattice Gas

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概要

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• We propose associative memories described by frustrated lattice gas (FLG). In our model system, each neuron is created or annihilated dynamically. Consequently, the network changes its structure from dense to sparse by controlling chemical potential. Retrieval phase diagrams of the system are drawn. We show that reaping the redundant neurons reduces frustration effectively and the storage capacity of the network increases.

• 理論物理学刊行会の論文
• 2005-04-30

著者

• Inoue Junichi

  Complex Systems Engineering Graduate School Of Information Science And Technology Hokkaido Universit

関連論文

• Associative Memories by Reaping Redundant Neurons : Modeling of Asscoiative Memories by Frustrated Lattice Gas

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