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Once this representation is computed, the statistics of the numerical solution can be easily evaluated.
We train FFNs for predicting the sparse groups and then the representation is computed by fast undercomplete methods.
The LBP-TOP representation is computed over relatively short temporal windows, and the results are reported using the overall classification accuracy for the individual volumes.
In [2], initially a coarse moving edge representation is computed from a given frame and two equidistant frames, and later on nondesired edges are removed by means of a filtering.
The symbolic representation is computed on three different detail levels: aggregates for 1 h and for 1 min with an alphabet size of 4 and aggregates for 1 s using an alphabet size of 16.
Secondly, and perhaps more importantly, two-stage theories may be viewed as implementing a distinction between semantics and pragmatics which has some prima facie plausibility: in the first stage a representation is computed which is projected from the sentence's lexico-grammatical structure, while in the second stage, context-dependent aspects of meaning are dealt with.
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For each video, four types of video-level representations are computed.
One prominent theory holds that, through a combination of visual and motor/proprioceptive information, head-/body-centered representations are computed within the posterior parietal cortex (PPC).
Based on the selected test-statistic, normalized values of over-/under-representation are computed and visualized (see Figure 1 for a schematic representation of the strategy and Methods for details).
Previous research has shown a dissociation of syllable and word frequency effects in Spanish using behavioral and electrophysiological measures, suggesting that sublexical (syllabic) representations are computed and mediate the firing of lexical candidates.
Lavanex and Amaral (2000) conceived this system as a hierarchy of associativity, in which increasingly more elaborate representations are computed (see also Mishkin et al., 1997; Eichenbaum, 2000; Cowell et al., 2009).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com