A photonic chip-based machine learning approach for the prediction of
molecular properties

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A photonic chip-based machine learning approach for the prediction of molecular properties

3 March 2022

Jonathan Wei Zhong Lau

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Papers citing "A photonic chip-based machine learning approach for the prediction of molecular properties"

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Title
A Survey of Complex-Valued Neural Networks J. Bassey Lijun Qian Xianfang Li 78 124 0 28 Jan 2021
Survey of Machine Learning Accelerators Albert Reuther Peter Michaleas Michael Jones V. Gadepally S. Samsi J. Kepner 53 136 0 01 Sep 2020
Towards the Systematic Reporting of the Energy and Carbon Footprints of Machine Learning Peter Henderson Jie Hu Joshua Romoff Emma Brunskill Dan Jurafsky Joelle Pineau 92 457 0 31 Jan 2020
Energy and Policy Considerations for Deep Learning in NLP Emma Strubell Ananya Ganesh Andrew McCallum 83 2,659 0 05 Jun 2019
$All-Optical Machine Learning Using Diffractive Deep Neural Networks$ All-Optical Machine Learning Using Diffractive Deep Neural Networks Xing Lin Y. Rivenson N. Yardimci Muhammed Veli Mona Jarrahi Aydogan Ozcan 112 1,672 0 14 Apr 2018
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 605 2,243 0 25 Jul 2017
Deep Complex Networks C. Trabelsi O. Bilaniuk Ying Zhang Dmitriy Serdyuk Sandeep Subramanian J. F. Santos Soroush Mehri Negar Rostamzadeh Yoshua Bengio C. Pal 208 837 0 27 May 2017
Efficient Processing of Deep Neural Networks: A Tutorial and Survey Vivienne Sze Yu-hsin Chen Tien-Ju Yang J. Emer AAML 3DV 120 3,028 0 27 Mar 2017
Neuromorphic Silicon Photonic Networks A. Tait T. F. D. Lima E. Zhou A. Wu M. Nahmias B. Shastri Paul R. Prucnal GNN 108 646 0 05 Nov 2016
Associative Long Short-Term Memory Ivo Danihelka Greg Wayne Benigno Uria Nal Kalchbrenner Alex Graves 78 179 0 09 Feb 2016
Unitary Evolution Recurrent Neural Networks Martín Arjovsky Amar Shah Yoshua Bengio ODL 84 771 0 20 Nov 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 467 43,347 0 11 Feb 2015
Neuronal Synchrony in Complex-Valued Deep Networks David P. Reichert Thomas Serre 118 110 0 20 Dec 2013
Fast and Accurate Modeling of Molecular Atomization Energies with Machine Learning M. Rupp A. Tkatchenko K. Müller O. A. von Lilienfeld AI4CE 198 1,592 0 12 Sep 2011