Decision Maker based on Nanoscale Photo-excitation Transfer

被引:40
|
作者
Kim, Song-Ju [1 ]
Naruse, Makoto [2 ]
Aono, Masashi [3 ]
Ohtsu, Motoichi [4 ]
Hara, Masahiko [5 ]
机构
[1] Natl Inst Mat Sci, WPI Ctr Mat Nanoarchitecton MANA, Tsukuba, Ibaraki 3050044, Japan
[2] Natl Inst Informat & Commun Technol, Photon Network Res Inst, Koganei, Tokyo 1848795, Japan
[3] Tokyo Inst Technol, Earth Life Sci Inst, Meguro Ku, Tokyo 1528550, Japan
[4] Univ Tokyo, Grad Sch Engn, Dept Elect Engn & Informat Syst, Nanophoton Res Ctr,Bunkyo Ku, Tokyo 1138656, Japan
[5] Tokyo Inst Technol, Interdisciplinary Grad Sch Sci & Engn, Dept Elect Chem, Midori Ku, Yokohama, Kanagawa 2268503, Japan
来源
SCIENTIFIC REPORTS | 2013年 / 3卷
关键词
OPTICAL-EXCITATION TRANSFER; OF-WAR MODEL; EXPLOITATION; EXPLORATION;
D O I
10.1038/srep02370
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
Decision-making is one of the most important intellectual abilities of the human brain. Here we propose an efficient decision-making system which uses optical energy transfer between quantum dots (QDs) mediated by optical near-field interactions occurring at scales far below the wavelength of light. The simulation results indicate that our system outperforms the softmax rule, which is known as the best-fitting algorithm for human decision-making behaviour. This suggests that we can produce a nano-system which makes decisions efficiently and adaptively by exploiting the intrinsic spatiotemporal dynamics involving QDs mediated by optical near-field interactions.
引用
收藏
页数:6
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