ニューロ・スキーマモデルとその応用(<小特集>ニューラルネットワークと認知科学)

概要

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We discuss and compare several approaches for the study of mind and brain. A schema theory is defined as realizing a uniformed scheme for formal representation of the internal states of our mind. With current schema models, the structure of schema must be set up by system designers and once the structure is designed, it has to remain fixed. This sets a quite constraint on the applicability of schema models. Schema in nature is not designed but evolved, and it learns its structure through the interactions with its environments. Because the structure of schema is evolved and developed rather than pre-specified, we have to develop a framework for an adaptable schema model. We present a new schema theory based on the connectionist model, termed as a neuro-schema, as the foundation of the integrated approach of realizing intelligent systems. This paper also illustrates how a high level specification neuro-schema model based upon the object-oriented language of parallel processing can realize a practical system such as a self-organizing and personalized database system.
日本シミュレーション学会の論文
1993-09-15