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Nonetheless, they require a more complex encoding process which is the same complexity as the case of random LDPC codes.
To evaluate the robustness of the results of Experiment 1, we conducted another experiment with a slightly more complex encoding scenario.
We find that different modules are capable of implementing both fairly basic as well as more complex encoding schemes, whose qualitative characteristics vary with cell density and are linked to network architecture, providing the basis for a hierarchical classification scheme.
The early encodings fared poorly in comparison with MP methods (for rearrangement data), but a recent paper [ 47] suggests that a more complex encoding may overcome these problems.
Most barcodes on products sold in the U.S. and Canada are UPC barcodes, but be wary of compressed 6-digit UPC barcodes, which have a different, more complex encoding system.
Quellec et al. [17] also used a variation of the BoVW, with a more complex encoding scheme, achieving 89% AUC on the Messidor dataset, while ours achieved 90% (Table 7).
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Lastly, intensity encoding during bimodal processing shows overlap of previously demonstrated simple trigeminal encoding areas (medial cingulate cortex) and the more complex olfactory encoding areas (bilateral insula, superior temporal gyrus, OFC, and cerebellum), but not the amygdala.
Finally, bacteriophage elements may be more complex yet, encoding all the proteins necessary to conduct the infectious life cycle.
In addition, in [24], the FEC scheme of repetition codes is much simpler than LDPC codes in this article, whereas the LDPC encoding method in [25] is more complex than the encoding method adopted in this article.
This observation indicates that exon duplications, whether or not followed by in-frame exon fusion, are one of the evolutionary events that may have led to the formation of more complex pacifastin genes, encoding PPs with multiple inhibitor domains combining two exons into a single PLD-like domain encoding exon.
Such knowledge can establish or rule out the need for more complex classifiers and encoding schemes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com