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Cybenkos interests include parallel computing, neurocomputing, and the emerging marriage of mobility and computation. He believes that the rapid advances in optical and wireless networking will profoundly change the nature and use of computational devices. Part of Cybenko's work in large memories and parallel computing is aimed at enabling novel uses of large distributed databases.