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We present here how to construct multiplicative update rules for non-negative projections based on Oja's iterative learning rule. Our method integrates the multiplicative normalization factor into the original additive update rule as an additional term which generally has a roughly opposite direction. As a consequence, the modified additive learning rule can easily be converted to its multiplicative...
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