Self-Organizing Maps
Computer Methods for Mathematical Computations
Computer Methods for Mathematical Computations
Computer Vision: A Modern Approach
Computer Vision: A Modern Approach
Cybernetics and Systems Analysis
Pseudoinverse and Projection Matrices in Problems of Synthesis of Functional Transformers
Cybernetics and Systems Analysis
Nonlinear Recursive Regression Transformers: Dynamic Systems and Optimization
Cybernetics and Systems Analysis
Synthesis of systems of neurofunctional transformations in classification problems
Cybernetics and Systems Analysis
Cybernetics and Systems Analysis
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The paper continues the analysis of clustering and signal classification problems. For problems of point-set clustering in a feature space, an optimal algorithm to synthesize hyperplane clusters and an algorithm to solve a problem on linear separability of a finite point set are obtained, criteria for linear strip separability of points in a feature space into two classes are formulated, and methods of finding optimal nonlinear transform of a coordinate of the feature vector in given classes of functions and its index are developed.