Model and Algorithm of Sequence-Based Quantum-Inspired Neural Networks
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DOI: 10.1049/cje.2017.11.007
Abstract: To enhance the approximation ability of traditional Artificial neural network (ANN), by introducing the quantum rotation gates and the multi-qubits controlled-NOT gates to ANN, we proposed a Sequence input-based quantum-inspired neural network (SIQNN). In our… read more here.
Keywords: inspired neural; quantum inspired; algorithm sequence; model algorithm ... See more keywords
A Randomized Algorithm for a Sequence 2-Clustering Problem
Sign Up to like & getrecommendations! Published in 2018 at "Computational Mathematics and Mathematical Physics"
DOI: 10.1134/s0965542518120138
Abstract: We consider a strongly NP-hard problem of partitioning a finite Euclidean sequence into two clusters of given cardinalities minimizing the sum over both clusters of intracluster sums of squared distances from clusters elements to their… read more here.
Keywords: sequence clustering; randomized algorithm; algorithm sequence; clustering problem ... See more keywords