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Finding Structure in Time

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Time underlies many interesting human behaviors. Thus, the question of how to represent time in connectionist models is very important. One approach is to represent time implicitly by its effects on processing rather than explicitly (as in a spatial representation). The current report develops a proposal along these lines first described by Jordan (1986) which involves the use of recurrent links in order to provide networks with a dynamic memory.

Author(s): Elman.

Language: English
Commentary: 308924
Tags: Информатика и вычислительная техника;Искусственный интеллект;Нейронные сети