Deep Learning with Coherent Nanophotonic Circuits

被引:0
|
作者
Shen, Yichen [1 ]
Harris, Nicholas C. [2 ]
Englund, Dirk [2 ]
Soljacic, Marin [1 ]
机构
[1] MIT, Dept Phys, Cambridge, MA 02139 USA
[2] MIT, Elect Res Lab, Cambridge, MA 02139 USA
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中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Artificial Neural Networks have dramatically improved performance for many machine learning tasks. We demonstrate a new architecture for a fully optical neural network that enables a computational speed enhancement of at least two orders of magnitude and three orders of magnitude in power efficiency over state-of-the-art electronics. (C) 2017 Optical Society of America
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页数:2
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