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As can be seen from the experimental results, when compared with BigClam, Graclus, NISE, and our proposed algorithms that take the number of communities as an input, a much larger number of communities that the SCD generates does not necessarily translate to a better overall community detection result in terms of either normalized cut or F1 scores.
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Consequently, a higher power input and a much higher overall energy input (Table 3) is needed, compared to the hydrolysis of arundo.
For the horizontal arrangement, when compared to uniform design, the alternating channel design can be started at a rather low heat input with a much smaller thermal resistance.
"We started with a very traditional digitization project — we digitize the way documents are created and the user can create them, give his input in a much more efficient way," explains Verdon.
This also confirms that the plain, filtered input has a much stronger influence on the learning amplitude than the derivative.
Ultrasensitivity is a common type of nonlinear signal processing in molecular signaling networks where a small fractional change in the input generates a much larger fractional change in the output.
They are called vector quantization and involve a mapping from a large number of possible inputs into a much smaller number of outputs.
Using a single input device is much, much more efficient (just watch an expert do anything in Vim or emacs sometime!).
It is argued that the hindbrain's input neurons excited a much larger number of other hindbrain neurons.
Furthermore, these measures can be applied to output processes alone, without any information about the input stimuli, allowing a much more robust classification of signals measured from synapses in vivo or in vitro.
The results in this study are generally consistent with the observation of Wu et al. (2009a) in the PGA range of 0 to ~500 Gal, but extend the correlation between the soil nonlinearity and the input PGA to a much higher PGA range of 500 Gal to more than 1000 Gal.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com