Method and apparatus for translating words in an artificial neur

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395 22, G06F 1538, G06F 1300

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active

054166969

ABSTRACT:
An apparatus for translating original words in an original sentence into words in a translated sentence consists of a sentence structure analysis dictionary, a translation dictionary, an inflection dictionary, a knowledge dictionary, grammar dictionaries of original language and translated language, a translation unit, and a processing device with an artificial neural network in which an external input is provided one after another to each of the artificial neurons assigned the words of the translated language linguistically corresponding to the original words classified as polysemy and semantically corresponding to the original words classified as monosemy, the external input provided to each of the artificial neurons is stored therein, and the value of the external input previously stored in the artificial neurons is uniformly reduced to again provide to each of the artificial neurons as past records each time the external input is provided to each of the artificial neurons.

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Waltz et al., "Massively Parallel Parsing: A Strongly Interactive Model of Natural Language Interpretation", Cognitive Science, 1985, 51-74.
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Jodouin et al., "The Waltz and Pollack Model of Natural Language Processing: Critiques and Extensions," Intl. Neural Network Conf. Jul. 1990, 541-554.
Waibel et al., "Janus: A Speech-to-Speech Translation System Using Connectionist and Symbolic Processing Strategies," ICASSP 91, May 1991, 793-796.

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