Extended dissipative analysis for neural networks with time-varying delays.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 25291745.
- Also identified by DOI 10.1109/TNNLS.2013.2296514.
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Abstract
In this brief, an extended dissipativity analysis was conducted for a neural network with time-varying delays. The concept of the extended dissipativity can be used to solve for the H∞, L2-L∞, passive, and dissipative performance by adjusting the weighting matrices in a new performance index. In addition, the activation function dividing method is modified by introducing a tuning parameter. Examples are provided to show the effectiveness and less conservatism of the proposed method.
Medical subject headings
- Neural Networks, Computer
- Nonlinear Dynamics
- Pattern Recognition, Automated