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All questionnaires were input by trained data entry personnel and data entry quality was assured by double data entry check.
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We performed clustering of input samples by training an ANN with UL144 inputs.
With repeated exposure, the network extracts features of the input data, by training the columns to fire for specific patterns.
Data shall be dual entered onsite in real time by trained data input operators in the customizable Visual FoxPro database.
Additional voting by input training samples in reverse order.
In HMMI, the visual output is generated directly from the given audio input and the trained HMM by means of an expectation-maximization (EM) iteration, thus avoiding the use of the Viterbi sequence and improving the performance of the estimation [11].
The principle idea behind this measure is to use a two-segmented network, where the first segment works as an input-oriented, (mostly trained by unsupervised methods) classification device, whereas the second segment produces the output based on the classification given by the first segment.
The model was implemented by training a Multilayer Perceptron artificial neural network with input-output experimental data.
The basic idea is to achieve a dimensionality reduction of the input ANN training space by using as input vector the random phase angles of the spectral representation method instead of the random variables describing the uncertain input parameters.
Blackdots are corresponding results from simulations produced by 30,000 sec ofPoisson input spike trains through saturating synapses.
SVM learns the classifier by mapping the input training samples into a possibly high-dimensional feature space and seeking a hyperplane in this space, which separates the two types of examples with the largest possible margin, i.e. distance to the nearest points.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com