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

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learning pattern mirrored <strong>the</strong> one found for <strong>the</strong> purely holistic model with <strong>the</strong> diametrically<br />

opposed development <strong>of</strong> connection weights for <strong>the</strong> two to-be-compared <strong>number</strong>s.<br />

Importantly, for <strong>the</strong> connection between <strong>the</strong> hidden layer and <strong>the</strong> output layer <strong>the</strong> connection<br />

weights for <strong>the</strong> holistic part <strong>of</strong> <strong>the</strong> model developed similarly to <strong>the</strong> connection weights <strong>of</strong> <strong>the</strong><br />

unit digits <strong>of</strong> <strong>the</strong> decomposed part <strong>of</strong> <strong>the</strong> model and diametrically opposed to <strong>the</strong> weights for<br />

<strong>the</strong> decade digits.<br />

Figure D: Development <strong>of</strong> connection weights as observed for <strong>the</strong> decomposed part <strong>of</strong> <strong>the</strong> hybrid model (after<br />

1.000, 10.000 and 50.000 training cycles). Again, <strong>the</strong> first row depicts connection between input and<br />

hidden layer for <strong>the</strong> decade digits while <strong>the</strong> weights for <strong>the</strong> units are given in <strong>the</strong> second row. <strong>The</strong><br />

third row reflects <strong>the</strong> connection weights between hidden and output layer separated for tens and<br />

units.<br />

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