Implementation of an Analogical Reasoning Coprocessor
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摘要: 分析了实现高效的嵌入式类比推理协处理器系统ARC(Analogical Reasoning Coprocessor)所面临的困难,在软件模拟、测试、验证的基础上给出了提高ARC效率的解决方案.由于ARC采用了符合类比推理机制的处理器体系结构和加速策略,推理速度有了大幅度的提高.Abstract: Analogical reasoning technique is significant to the development of AI(Artificial Intelligence) systems . Computing systems based on conventional architecture are very inefficient in doing analogical reasoning,which obstructs the research and application of analogical reasoning. To solve this problem, a high-performance embedded analogical reasoning system called ARC(Analogical Reasoning Coprocessor) is presented. Since ARC has a specialized architecture with special speedup strategy to support analogical reasoning mechanism, and is implemented with advanced integrated devices.It is much faster than conventional computing systems in doing analogical reasoning.
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Key words:
- artificial intelligence /
- system architecture /
- efficiency /
- analogical reasoning /
- coprocessor /
- speedup strategy
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