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Brain-Inspired Information Technology

丛 书 名:Studies in Computational Intelligence

版本说明:2010

作     者:Akitoshi Hanazawa Tsutom Miki Keiichi Horio 

I S B N:(纸本) 9783642040245 

出 版 社:Springer Berlin Heidelberg 

出 版 年:2010年

学科分类:12[管理学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 081104[工学-模式识别与智能系统] 08[工学] 0835[工学-软件工程] 0811[工学-控制科学与工程] 0812[工学-计算机科学与技术(可授工学、理学学位)] 

摘      要:Brain-inspired information technology is one of key concepts for the development of information technology in the next generation. Explosive progress of computer technology has been continuing based on a simple principle called if-then rule. This means that the programmer of software have to direct every action of the computer programs in response to various inputs. There inherently is a limitation of complexity because we human have a limited capacity for managing complex systems. Actually, many bugs, mistakes of programming, exist in computer software, and it is quite difficult to extinguish them. The parts of computer programs where computer viruses attack are also a kind of programming mistakes, called security hole. Of course, human body or nervous system is not perfect. No creator or director, however, exists for us. The function of our brain is equipped by learning, self-organization, natural selection, and etc, resulting in adaptive and flexible information system. Brain-inspired information technology is aiming to realize such nature-made information processing system by using present computer system or specific hardware. To do so, researchers in various research fields are getting together to inspire each other and challenge cooperatively for the same goal.

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