連続時間ダイナミクスをもつ連想記憶によるマルチモーダル情報処理

DOI 被引用文献5件 参考文献7件

書誌事項

タイトル別名
  • Multi-Modal Information Processing by Associative Memory Model PATON with Continuous-Time Dynamics.

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説明

It is difficult to realize the context dependency of cognition in real world environment using conventional pattern recognition technique. We have proposed memory model PATON that realizes such cognition based on attention. To apply the PATON to real environment, we introduce a continuous-time dynamics, a mechanism of event driven attention generator, and an autoassociator network with constraints for encoding of external input in various modality. Then it is shown that the ability of multi-modal information processing of PATON is useful for continuous spoken word recognition task with visual input.

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被引用文献 (5)*注記

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参考文献 (7)*注記

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詳細情報 詳細情報について

  • CRID
    1390001204464845952
  • NII論文ID
    10011263470
  • NII書誌ID
    AA11658570
  • DOI
    10.3902/jnns.5.154
  • ISSN
    18830455
    1340766X
  • 本文言語コード
    ja
  • データソース種別
    • JaLC
    • Crossref
    • CiNii Articles
  • 抄録ライセンスフラグ
    使用不可

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