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Since CASSANDRA-I was successfully produced by Wang Shoujue in 1995, in this paper, we analyze the implementation method of the novel semiconductor neurocomputer. Finally, the semiconductor neurocomputer CASSANDRA-I is used to greeting speech recognition, and the satisfactory performance is obtained through experiment results