生物学启发的认知架构的b-i-c-a

Andrea Stocco, C. Lebiere, A. Samsonovich
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引用次数: 8

摘要

近年来,看似遥远的研究领域逐渐趋同于一个目标:在人工制品中理解和复制生物智能。这项工作概述了生物启发认知建筑(BICA)研究的起源、最新技术、科学挑战和未来。我们的观点将该领域分解为与BICA挑战相关的四个主要语义组件,这些组件共同要求跨学科研究人员的努力整合。总结了主要需要新的综合努力的研究领域和方向。
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THE B-I-C-A OF BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES
Recent years have seen a gradual convergence of seemingly distant research fields over a single goal: understanding and replicating biological intelligence in artifacts. This work presents a general overview on the origin, the state-of-the-art, scientific challenges and the future of Biologically Inspired Cognitive Architecture (BICA) research. Our perspective decomposes the field into the four principal semantic components associated with the BICA challenge that together call for an integration of efforts of researchers across disciplines. Areas and directions of study where new integrated efforts will be primarily needed are summarized.
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