Effect of connectivity in an associative memory model

DOI10.1016/0022-0000(93)90036-VzbMath0783.68102OpenAlexW4210786305MaRDI QIDQ1309388

Ramamohan Paturi, János Komlós

Publication date: 6 January 1994

Published in: Journal of Computer and System Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/0022-0000(93)90036-v

zbMATH Keywords

eigenvaluesassociative memorysparse networksdistributed representationcontent-addressable memoryHopfield's model

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Theory of data (68P99) Computer system organization (68M99)

Related Items

Complex networks: structure and dynamics ⋮ The Hopfield model on a sparse Erdös-Renyi graph ⋮ Capacity of an associative memory model on random graph architectures

Cites Work

• Self-organization and associative memory
• Inertia characteristics of self-adjoint matrix polynomials
• Analytic study of the memory storage capacity of a neural network
• The existence of persistent states in the brain
• Absolute stability of global pattern formation and parallel memory storage by competitive neural networks
• The capacity of the Hopfield associative memory
• Better expanders and superconcentrators
• Neural networks and physical systems with emergent collective computational abilities.
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