摘要
混沌光子储备池计算是一种利用光混沌系统作为储备池实现信息处理的新技术,具有处理速度快、计算容量大、物理实现简单等优点,在未来光子计算机、智能信息处理等领域有广阔的应用前景。详细介绍了混沌光子储备池计算的概念、原理、实现过程和实现方案,比较了各种实现方案的优缺点。总结了目前混沌光子储备池计算中一些有待解决的问题,展望了混沌光子储备池计算的未来发展趋势。
Chaotic photonic reservoir computing is a new information processing technique, which employs chaotic laser as the reservoir. The advantages of the new technique are of high processing speed, big computing capacity and simple physical implementation. This new kind of computing can be applied in the future photonic computer, intelligent information processing and other fields. This paper introduces the concept, principles, processes and implementation of chaotic photonic reservoir computing in detail. The advantages and disadvantages of different implementation schemes are compared. Some issues to be resolved for the chaotic photonic reservoir computing are listed. The trends of chaotic photonic reservoir computing are also demonstrated.
出处
《激光与光电子学进展》
CSCD
北大核心
2013年第3期23-29,共7页
Laser & Optoelectronics Progress
基金
国家自然科学基金(61071123
61172059)
区域光纤通信网与新型光通信系统国家重点实验室(北京大学)开放基金
教育部博士研究生学术新人奖资助课题
关键词
光计算
光信息处理
储备池计算
神经网络
混沌激光
optics in computing
optical information processing
reservoir computing
neural network
chaotic laser
