基于模糊概念的新型学习系统的硬件设计

M. Murakami, N. Honda, J. Nishino
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引用次数: 5

摘要

本文提出了一种实现主动学习方法(ALM)的硬件系统。ALM具有称为IDS的处理引擎,其任务是从要建模的系统中提取有用的信息。在硬件中实现ALM时,在处理性质、性能和可伸缩性方面,利用专用硬件用于IDS是可取的。本文主要介绍了IDS模块的实际硬件设计,并给出了实现该模块的ALM硬件系统的测试结果。
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A hardware design for a new learning system based on fuzzy concepts
This paper presents a hardware system that implements the active learning method (ALM), a methodology of soft computing. ALM has processing engines called IDS, which are tasked with extracting useful information from a system subject to modeling. In realizing ALM in hardware, it will be desirable in terms of processing nature, performance, and scalability to utilize dedicated hardware for IDS. This paper primarily describes the actual hardware design of an IDS module, and shows the findings of tests of an ALM hardware system that implemented this module.
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