Global almost sure self-synchronization of Hopfield neural networks with randomly switching connections.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 21277163.
- Also identified by DOI 10.1016/j.neunet.2010.12.005.
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Abstract
In this paper, we discuss Hopfield neural networks with stochastic switching weights, investigating their global almost sure self-synchronization. Sufficient conditions ensuring global almost sure exponential synchronization of Hopfield neural networks with stochastic switching weights are given.
Medical subject headings
- Artificial Intelligence
- Computer Simulation
- Neural Networks, Computer
- Stochastic Processes