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Lastly, it should be noticed that exactly the same simulation conditions are utilized for all simulations, except the change of τ value, for the purpose of pattern comparison.
In this article, we introduce the spike-time or temporal encoding paradigm as an efficient general approach to data compression for the purpose of pattern recognition.
This article presents the hardware implementation of the floating-point processor (FPP) to develop the radial basis function (RBF) neural network for the general purpose of pattern recognition and nonlinear control.
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The purpose of design patterns is to organize these solutions in a simple and easy way, and they make our programming more flexible, more modularized, more reusable, and easier to understand.
Perhaps most significantly, the subfield of machine learning found wide use in biology, from modeling sequences for purposes of pattern recognition to the analysis of high-dimensional (complex) data from large-scale gene-expression studies.
Perhaps most significant, the subfield of machine learning found wide use in biology, from modeling sequences for purposes of pattern recognition to the analysis of high-dimensional (complex) data from large-scale gene-expression studies.
For the purposes of pattern classification we used a linear support vector machine (SVM other classifiers we tested, such as a single-layer perceptron, yielded similar results.
This entails the acquisition of the metabolic profile through a multiparametric technological platform such as mass spectrometry [21], [22] or 1H-nuclear magnetic resonance (1H-NMR) spectroscopy [23], [24], [25], [26] combined with multivariate statistical analysis for the purposes of pattern recognition and pathway analysis [20], [27].
The key component of these data streams for purposes of pattern analysis is the time value associated with each event.
The purpose of the pattern expansion is to find subgraphs that contain the query graph pattern as a subgraph.
The purpose of the pattern component analysis for Experiment 2 was to determine how the ipsi- and contralateral patterns combined during bimanual actions.
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