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This work is devoted to finding the optimal number of clusters that surpasses the traditional classification of dendritic spines into four categories: mushroom-shaped, short, thin and filopodia. The use of the fuzzy cluster method is a new approach to analyzing the shape of a dendritic spines. The algorithm was implemented independently and in order to
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