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The standard neural architecture, which normally calculates the output of the system directly from the input, is modified.
The input is modified to permit block decomposition into a strict positive real (SPR) block and a passive high-gain block.
Each input is modified by a weight, which multiplies with the input value.
For closed-loop control, system output is fed back and the input is modified with respect to the output.
The very first step of olfactory coding takes this into account, by introducing a comparative step across all ORNs; their global activity is measured, and the input is modified accordingly.
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The back-barrier marsh, which received no contribution from the tree farm because it is distal with respect to river input, was modified by the installation of a pier and rock sill.
Response surfaces are proposed to facilitate the visualization of how, when and why the design outputs may change when the most influential design inputs are modified.
Synapses corresponding to active inputs are modified as a function of the value of the local fields with respect to three thresholds.
More interestingly, the contribution of the various sensory inputs was modified throughout the day (F 2,36) = 23.6; P < 0.01).
We performed a sensitivity analysis to study the impact on our conclusions when some of the inputs were modified.
It cannot simulate the effects of perturbations that propagate through intercellular signaling unless the static inputs are modified to dynamic interactions between the different territories.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com