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ODEs or PDEs mathematically represent signal transduction by introducing many parameters in the model, which becomes impractical for extremely large networks due to the increasing difficulty in parameter estimation [ 1].
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A set of criteria is presented for the global exponential stability and the existence of periodic solutions of delayed cellular neural networks (DCNNs) by constructing suitable Lyapunov functionals, introducing many parameters and combining with the elementary inequality technique.
By applying Dini derivative and introducing many real parameters, and estimating the upper bound of solutions of the system, a series of new and useful criteria on the uniform boundedness, point dissipativeness and global exponential stability for general Cohen Grossberg neural networks.
We have established a new sufficient condition which includes the diffusion coefficients by constructing the suitable Lyapunov functional, introducing many real parameters and applying inequality techniques.
Using such a simple model allowed us to derive the basic properties of chromatin fibers without introducing unnecessarily many parameters.
The manipulation of the CM factor introduces many important design parameters for DEP, namely the frequency of a driving AC signal.
Including threshold noise would also increase the number of lumped parameters by introducing parameters to characterize the autocorrelation.
He indicates how this could be done by introducing additional parameters (besides the time and the possible world).
Can the authors address the concern of over-fitting by introducing additional parameters?
An extension of CPT represents the variational cluster approach (VCA, [6]) which improves the results by introducing variational parameters.
In the later 18th century a series of protectionist measures were introduced, many by Pombal.
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CEO of Professional Science Editing for Scientists @ prosciediting.com