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The spatial spreading associative neural network, which imitates the spatial recognition system in the brain, not only recognizes the position of an object irrespective of its shape, but also recognizes its shape irrespective of its position when a single object is in the input pattern. When several objects are presented in the input pattern, the spatial spreading associative neural network recognizes the shapes of several objects simultaneously, if these objects do not overlap each other. The population output envelope of positional memory (recognition) neurons tends to be discrete to each direction of several objects when these objects are separated. In practical terms, the spatial spreading associative neural network can recognize the positions and shapes of several objects discretely by selective attention to each respective object. © 1999 Scripta Technica, Syst Comp Jpn, 30(14): 7487, 1999

Recognition of object position and shape by the spread pattern of spatial spreading associative neural network