Showing papers by "C. A. R. Hoare published in 2023"
TL;DR: A retrospective and prospective review of the odyssey toward cognitive computers empowered by transdisciplinary basic research and engineering advances is presented in this paper , where a wide range of fundamental theories and innovative technologies for cognitive computers are explored, and a set of underpinning intelligent mathematics (IM) is created.
Abstract: Cognitive computers (κC) are intelligent processors advanced from data and information processing to autonomous knowledge learning and intelligence generation. This work presents a retrospective and prospective review of the odyssey toward κC empowered by transdisciplinary basic research and engineering advances. A wide range of fundamental theories and innovative technologies for κC is explored, and a set of underpinning intelligent mathematics (IM) is created. The architectures of κC for cognitive computing and Autonomous Intelligence Generation (AIG) are designed as a brain-inspired cognitive engine. Applications of κC in autonomous AI (AAI) are demonstrated by pilot projects. This work reveals that AIG will no longer be a privilege restricted only to humans via the odyssey to κC toward training-free and self-inferencing computers.
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