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Titlebook: Unconventional Computation and Natural Computation; 20th International C Daniela Genova,Jarkko Kari Conference proceedings 2023 The Editor(

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Conference proceedings 2023Jacksonville, FL, USA, in March 13–17, 2023. .The UCNC conference series covers fundamental research on computation beyond the standard Turing model, including computational models and methods inspired by nature, and the computational properties of natural processes..
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,Fault Pruning: Robust Training of Neural Networks with Memristive Weights,ing and prune corresponding connections. We test this algorithm in simulations of memristive neural networks using both feed-forward and convolutional architectures on standard object recognition data sets. We show its ability to mitigate the detrimental effect of memristor faults on network training.
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Generically Computable Abelian Groups, was motivated by asymptotic density problems studied by Gromov in combinatorial group theory. More recently, we have defined notions of generically computable structures, and studied in particular equivalence structures and injection structures. A structure is said to be generically computable if t
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,Extraction Rates of Random Continuous Functionals,wn that random functionals have an average extraction rate over all inputs corresponding to the rate of producing a single bit of output, and that this average rate is attained for any (relatively) random input.
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