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The algorithm starts by randomly initializing two out of the three channel matrices and proceeds until convergence.
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To address this question, we generated and randomly initialized eight different networks and trained each of them with different pairs of random sensory motor patterns.
The GA algorithm is initiated by randomly initializing a population of chromosomes (i.e. biclusters).
Thus 10 different neural networks were obtained, by randomly initializing the connection weights.
It is a population-based optimization technique which starts by randomly initializing the population of particles in the search space.
The NMF factorization imposes a non-negativity constraint on W and H, so entries in both matrices are greater than 0. The method begins by randomly initializing W and H.
As the problem is non-convex, we perform the learning process several times, randomly initializing the parameters each time.
Initialize two labels and by,.
An initial DNN is then established by adding a randomly initialized softmax layer.
The cluster centroids were randomly initialized by the internal mechanisms of the clustering functions, in order to respect the unbiased nature of the study.
The models are estimated using (i) initialization in the true classification and (ii) 10 short runs randomly initialized followed by a long run of the HEM algorithm initialized in the best solution of the short runs.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com