Fully analogue photonic reservoir computer

被引:145
作者
Duport, Francois [1 ]
Smerieri, Anteo [1 ]
Akrout, Akram [2 ]
Haelterman, Marc [1 ]
Massar, Serge [2 ]
机构
[1] Univ Libre Bruxelles, OPERA Photon, CP 194-5,Ave Adolphe Buyl 87, B-1050 Brussels, Belgium
[2] Univ Libre Bruxelles, Lab Informat Quant, CP 224,Blvd Triomphe, B-1050 Brussels, Belgium
来源
SCIENTIFIC REPORTS | 2016年 / 6卷
关键词
ECHO STATE NETWORKS; PATTERN-RECOGNITION; SYSTEMS;
D O I
10.1038/srep22381
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Introduced a decade ago, reservoir computing is an efficient approach for signal processing. State of the art capabilities have already been demonstrated with both computer simulations and physical implementations. If photonic reservoir computing appears to be promising a solution for ultrafast nontrivial computing, all the implementations presented up to now require digital pre or post processing, which prevents them from exploiting their full potential, in particular in terms of processing speed. We address here the possibility to get rid simultaneously of both digital pre and post processing. The standalone fully analogue reservoir computer resulting from our endeavour is compared to previous experiments and only exhibits rather limited degradation of performances. Our experiment constitutes a proof of concept for standalone physical reservoir computers.
引用
收藏
页数:12
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