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This paper discusses a concept of Self-Organizing Learning Array developed for programmable hardware realization. This system is designed for solving an unspecified machine-learning problems such as classification and recognition. Basic design of the array including neurons interconnections and organization is described. Symbolic values assignment method and self-organizing principle are also discussed in this paper.