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XOR_p A maximally intertwined p-classes problem used as a benchmark with built-in truth for neural networks gradient descent optimization [article]

Danielle Thierry-Mieg, Jean Thierry-Mieg
<span title="2018-12-18">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Although the problem is very simple, the landscape is intricate and challenging and represents an interesting benchmark for gradient descent optimization algorithms.  ...  A natural p-classes generalization of the eXclusive OR problem, the subtraction modulo p, where p is prime, is presented and solved using a single fully connected hidden layer with p-neurons.  ...  David Landsman and Lewis Geer for actively promoting research on neural networks.  ... 
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