59 citations · 222 across the 21 of their papers we have counts for
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cs.NE2016★ 21 cited
A modular architecture for transparent computation in Recurrent Neural Networks
Giovanni Sirio Carmantini, Peter beim Graben, Mathieu Desroches +1
Computation is classically studied in terms of automata, formal languages and algorithms; yet, the relation between neural dynamics and symbolic representations and operations is s…
cs.NE2015★ 4 cited
Turing Computation with Recurrent Artificial Neural Networks
Giovanni S Carmantini, Peter beim Graben, Mathieu Desroches +1
We improve the results by Siegelmann & Sontag (1995) by providing a novel and parsimonious constructive mapping between Turing Machines and Recurrent Artificial Neural Networks, ba…