混沌光子储备池计算研究进展

Research Progress of Reservoir Computing Using Chaotic Laser

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.