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Using the saturation indicator which is the ratio of control output and saturated plant input, sufficient conditions of quadratic stability are given by a finite number of Linear Matrix Inequalities LMIs) that can be solved efficiently.
By utilizing the Lyapunov Krasovskii functional, sector conditions, Lipschitz inequality, and Wirtinger-based inequality and by employing the range of input lags, time-derivative bound of delay, and L2 gain reduction for exogenous input, sufficient conditions are derived in order to ensure global and local stability of the overall closed-loop system.
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For the class of bounded inputs sufficient conditions for BIBO stability are given and shown practicable.
For training, we combine annotated data from both types to create thousands of input data, sufficient to train the proposed systems.
The free transient response is investigated and it is shown that the energy transfer appears when the energy input is sufficient in accordance with the predictions from the non-linear modes.
What kind of human input is sufficient for "killer robots"?
This peripherally triggered glutamate input was sufficient to reinstate cocaine-seeking in previously trained animals that had undergone extinction of the habit.
To investigate whether this proprioceptive input was sufficient for subitizing, Experiment 3 was carried out.
The Ion AmpliSeq assay generated >99% coverage for some samples, but read depth and coverage deteriorated rapidly in other samples, even though the DNA input was sufficient.
The latter assay is particularly suitable for routine clinical applications as it is highly sensitive and specific (5 ng DNA input is sufficient).
We demonstrate that direct activation of these neurons, a manipulation that anatomically bypasses amygdala input, is sufficient to evoke multiple defensive behaviors, whose collective properties are consistent with the induction of an underlying defensive emotion state (Anderson and Adolphs, 2014).
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CEO of Professional Science Editing for Scientists @ prosciediting.com