article Open AccessTop 1% cited
Deep learning with coherent nanophotonic circuits
Nature Photonics · 2017 · Vol. 11(7) · pp. 441–446
Yichen Shen✉(Massachusetts Institute of Technology)Nicholas C. Harris(Massachusetts Institute of Technology)Scott A. Skirlo(Massachusetts Institute of Technology)Mihika Prabhu(Massachusetts Institute of Technology)Tom Baehr‐JonesMichael HochbergXin Sun(Massachusetts Institute of Technology)Shijie Zhao(Massachusetts Institute of Technology)Hugo Larochelle(Université de Sherbrooke)Dirk Englund(Massachusetts Institute of Technology)Marin Soljačić(Massachusetts Institute of Technology)
Neural Networks and Reservoir ComputingPhotonic and Optical DevicesOptical Network TechnologiesNanophotonicsElectronic circuitComputer scienceOptoelectronicsPhysicsQuantum mechanics
Funding
- National Science Foundation
- Multidisciplinary University Research Initiative
- Air Force Office of Scientific Research
- Army Research Office
Citations
2,995
FWCI
133.77
field-weighted impact
References
59
Percentile
100%
vs. same field & year
Citations per year
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References
Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing
Optics Express · 2012 · 821 citations
Artificial neural networks in hardware: A survey of two decades of progress
Neurocomputing · 2010 · 642 citations
Broadcast and Weight: An Integrated Network For Scalable Photonic Spike Processing
Journal of Lightwave Technology · 2014 · 454 citations
Deep learning in neural networks: An overview
Neural Networks · 2014 · 17,774 citations
Reducing the Dimensionality of Data with Neural Networks
Science · 2006 · 20,627 citations
Human-level control through deep reinforcement learning
Nature · 2015 · 29,167 citations
ImageNet classification with deep convolutional neural networks
Communications of the ACM · 2017 · 75,550 citations
Neuromorphic electronic systems
Proceedings of the IEEE · 1990 · 2,221 citations
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