Sentence examples similar to peak norm from inspiring English sources

Additionally it is used along with a signal-to-peak norm constraint in the optimization of the candidate controller parameters, to obtain robust controllers and to avoid the controller saturation.

then the neural network (1) is exponentially stable with a guaranteed exponential peak-to-peak norm bound γ.

Dynamic neural network models trained by the proposed P2PEDLL based on matrix inequality formulation are exponentially stable, with a guaranteed exponential peak-to-peak norm performance.

This raises a question about the possibility of obtaining a peak-to-peak norm based learning algorithm for dynamic neural networks.

The P2PEDLL based on two matrix inequalities was proposed to ensure that neural networks are exponentially stable with a guaranteed peak-to-peak norm performance.

As far as we are aware, no result published on training law has yet considered the peak-to-peak norm performance for dynamic neural networks.

A new matrix inequality condition for the existence of the P2PEDLL is proposed to ensure that neural networks are exponentially stable with a guaranteed peak-to-peak norm performance.

In this paper, we prove, for the first time, the existence of a new robust learning law that considers the peak-to-peak norm performance for dynamic neural networks with external disturbance.

The peak-to-peak norm approach (also known as the induced L ∞ norm approach in control engineering) introduced in [23 26] is recognized as an efficient method for handling various systems with bounded noises or disturbances because we can obtain general stability results using bounded input and output measurements.

The curvature smoothing makes the inverted T2 distribution prone to show single peak shape than norm smoothing when the noise level is high.

We searched each length profile for peaks by l1 norm baseline deconvolution, and estimated a confidence value for each peak with a bootstrapping approach.