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The influence of the place-value structure of the Arabic number ...

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magnitude representation is notation specific (e.g., Cohen-Kadosh, Cohen-Kadosh, Kaas,<br />

Henik, & Goebel, 2007) or ra<strong>the</strong>r independent from input notation and thus amodal (e.g.,<br />

Piazza, Pinel, Le Bihan, & Dehaene, 2007). This controversy was addressed in a recent target<br />

article by Cohen Kadosh and Walsh (2009). <strong>The</strong>rein, <strong>the</strong> authors argued for non-abstract<br />

notation specific representations <strong>of</strong> <strong>number</strong> magnitude in humans. However, as becomes<br />

evident from <strong>the</strong> commentaries by Cantlon, Cordes, Libertus, and Brannon (2009), Dehaene<br />

(2009), Ganor-Stern (2009), Grabner (2009) and o<strong>the</strong>rs <strong>the</strong>re is also considerable evidence<br />

suggesting an abstract notation invariant representation <strong>of</strong> <strong>number</strong> magnitude. Interestingly,<br />

Kucian and Kaufmann (2009) addressed this issue by claiming that this diverging pattern <strong>of</strong><br />

empirical results may indicate that <strong>the</strong>re are indeed notation dependent representations which<br />

never<strong>the</strong>less overlap to a certain degree, <strong>the</strong>reby mimicking an abstract notation independent<br />

representation <strong>of</strong> <strong>number</strong> magnitude. So, <strong>the</strong> question may not be ei<strong>the</strong>r notation specific or<br />

notation unspecific but to what extend are notation specific and unspecific representations<br />

involved in human <strong>number</strong> processing capabilities? <strong>The</strong> latter notion was briefly mentioned<br />

by Cohen Kadosh and Walsh (2009, p. 322) but not elaborated on fur<strong>the</strong>r. However, <strong>the</strong><br />

hybrid model <strong>of</strong> <strong>number</strong> magnitude representation (Nuerk & Willmes, 2005) may <strong>of</strong>fer a first<br />

<strong>the</strong>oretical framework for guiding future research on this question.<br />

LIMITATIONS / PERSPECTIVES<br />

When evaluating <strong>the</strong> computational results <strong>of</strong> <strong>the</strong> current study a <strong>number</strong> <strong>of</strong><br />

presuppositions and limitations that have been taken when setting up <strong>the</strong> computational<br />

models should be kept in mind. Most importantly, programming <strong>of</strong> <strong>the</strong> current models was<br />

largely determined by <strong>the</strong> psychological implications <strong>of</strong> <strong>the</strong> <strong>the</strong>oretical models. This means<br />

that <strong>the</strong> separate representations <strong>of</strong> tens and units in <strong>the</strong> strictly decomposed model as well as<br />

<strong>the</strong> separate representations <strong>of</strong> tens, units, and overall magnitude have been kept apart by <strong>the</strong><br />

present model architecture until <strong>the</strong>ir respective activations are evaluated at <strong>the</strong> output stage.<br />

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