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To solve the permutation problem, a permutation alignment algorithm based on the mutual output correlation is employed to group the output signals into the correct sources from each frequency bin.
To measure specificity we focused on two metrics, mutual output specificity (MS), where both pathways preferentially activate their own outputs, and mutual input fidelity (MF), where both pathways preferentially respond to their own inputs.
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Since the stability condition ensures the asymptotic convergence to the zero-error state for a given input messages, is valid and required only when the output mutual information will approach 1 at the input mutual information.
I s → v ( 1 ) (output mutual information) as a function of I v → s ( 2 ) (input mutual information) for μ v → s ( 2 ) = 1.8 and α = 0.01.
It is however evident that in either case, the highest output mutual information is achieved with the mode-matching approach.
The mode-matched method was also found to yield the maximum output mutual information for various other values of α, μ v → s ( 2 ) and σ2.
As for the solar array system, the mutual coordination among output power, thermal protection effect and the structure weight ought to be considered at the same time in the design of solar array system of the stratospheric airship.
First, we investigate the impact of the three message density approximation considered in Section 4. As evidenced by Figures6 and7, codes designed by using the mode-matched approximation gives the maximum output mutual information from a SCF node.
The input-output mutual information in the cooperative phase can now be expressed as. (A8).
Let be the input-output mutual information transfer function of the outer LDPC code (whose exact expression of will be defined later in (17)), the optimization problem is formulated as (5).
Source separation is performed by minimizing the mutual information of the output signals with respect to the network parameters.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com