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Reprogrammable Electro-Optic Nonlinear Activation Functions for Optical
  Neural Networks
v1v2 (latest)

Reprogrammable Electro-Optic Nonlinear Activation Functions for Optical Neural Networks

12 March 2019
Ian A. D. Williamson
Tyler W. Hughes
M. Minkov
Ben Bartlett
Sunil Pai
S. Fan
ArXiv (abs)PDFHTML

Papers citing "Reprogrammable Electro-Optic Nonlinear Activation Functions for Optical Neural Networks"

21 / 21 papers shown
The Impact of Feature Representation on the Accuracy of Photonic Neural
  Networks
The Impact of Feature Representation on the Accuracy of Photonic Neural Networks
Mauricio Gomes de Queiroz
Paul Jiménez
Raphael Cardoso
Mateus Vidaletti da Costa
Mohab Abdalla
Ian O'Connor
A. Bosio
Fabio Pavanello
266
1
0
26 Jun 2024
Analysis of Optical Loss and Crosstalk Noise in MZI-based Coherent
  Photonic Neural Networks
Analysis of Optical Loss and Crosstalk Noise in MZI-based Coherent Photonic Neural Networks
Amin Shafiee
Sanmitra Banerjee
Krishnendu Chakrabarty
S. Pasricha
Mahdi Nikdast
141
13
0
07 Aug 2023
The physics of optical computing
The physics of optical computingNature Reviews Physics (Nat. Rev. Phys.), 2023
Peter L. McMahon
264
311
0
31 Jul 2023
Integrated multi-operand optical neurons for scalable and
  hardware-efficient deep learning
Integrated multi-operand optical neurons for scalable and hardware-efficient deep learning
Chenghao Feng
Jiaqi Gu
Hanqing Zhu
R. Tang
Shupeng Ning
M. Hlaing
J. Midkiff
Sourabh Jain
David Z. Pan
Ray T. Chen
232
12
0
31 May 2023
Forward-Forward Training of an Optical Neural Network
Forward-Forward Training of an Optical Neural NetworkOptics Letters (Opt. Lett.), 2023
Ilker Oguz
Junjie Ke
Qifei Wang
Feng Yang
Mustafa Yildirim
Niyazi Ulaş Dinç
J. Hsieh
C. Moser
D. Psaltis
256
28
0
30 May 2023
Towards interpretable quantum machine learning via single-photon quantum
  walks
Towards interpretable quantum machine learning via single-photon quantum walksQuantum Science and Technology (Quantum Sci. Technol.), 2023
Fulvio Flamini
Marius Krumm
Lukas J. Fiderer
Thomas Müller
Hans J. Briegel
357
9
0
31 Jan 2023
EEG Opto-processor: epileptic seizure detection using diffractive
  photonic computing units
EEG Opto-processor: epileptic seizure detection using diffractive photonic computing units
Tao Yan
Maoqi Zhang
Sen Wan
Kaifeng Shang
Haiou Zhang
Xun Cao
Xing Lin
Qionghai Dai
223
8
0
09 Dec 2022
Dual adaptive training of photonic neural networks
Dual adaptive training of photonic neural networksNature Machine Intelligence (Nat. Mach. Intell.), 2022
Ziyang Zheng
Zhengyang Duan
Hang Chen
Rui Yang
Sheng Gao
Haiou Zhang
H. Xiong
Xing Lin
234
63
0
09 Dec 2022
Data-driven Modeling of Mach-Zehnder Interferometer-based Optical Matrix
  Multipliers
Data-driven Modeling of Mach-Zehnder Interferometer-based Optical Matrix MultipliersJournal of Lightwave Technology (JLT), 2022
A. Cem
Siqi Yan
Yunhong Ding
D. Zibar
Francesco Da Ros
251
25
0
17 Oct 2022
RF-Photonic Deep Learning Processor with Shannon-Limited Data Movement
RF-Photonic Deep Learning Processor with Shannon-Limited Data MovementScience Advances (Sci Adv), 2022
R. Davis
Zaijun Chen
R. Hamerly
Dirk Englund
MQ
270
17
0
08 Jul 2022
Experimentally realized in situ backpropagation for deep learning in
  nanophotonic neural networks
Experimentally realized in situ backpropagation for deep learning in nanophotonic neural networksScience (Science), 2022
Sunil Pai
Zhanghao Sun
Tyler W. Hughes
Taewon Park
Ben Bartlett
...
F. Morichetti
A. Melloni
S. Fan
O. Solgaard
David A. B. Miller
237
304
0
17 May 2022
All-optical graph representation learning using integrated diffractive
  photonic computing units
All-optical graph representation learning using integrated diffractive photonic computing unitsScience Advances (Sci Adv), 2022
Tao Yan
Rui Yang
Ziyang Zheng
Xing Lin
H. Xiong
Qionghai Dai
GNN
229
79
0
23 Apr 2022
Pruning Coherent Integrated Photonic Neural Networks Using the Lottery
  Ticket Hypothesis
Pruning Coherent Integrated Photonic Neural Networks Using the Lottery Ticket Hypothesis
Sanmitra Banerjee
Mahdi Nikdast
S. Pasricha
Krishnendu Chakrabarty
180
10
0
14 Dec 2021
Comparison of Models for Training Optical Matrix Multipliers in
  Neuromorphic PICs
Comparison of Models for Training Optical Matrix Multipliers in Neuromorphic PICs
A. Cem
Siqi Yan
U. Moura
Yunhong Ding
D. Zibar
Francesco Da Ros
189
7
0
23 Nov 2021
A compact butterfly-style silicon photonic-electronic neural chip for
  hardware-efficient deep learning
A compact butterfly-style silicon photonic-electronic neural chip for hardware-efficient deep learningACS Photonics (ACS Photonics), 2021
Chenghao Feng
Jiaqi Gu
Hanqing Zhu
Zhoufeng Ying
Zheng Zhao
David Z. Pan
Ray T. Chen
274
65
0
11 Nov 2021
Photonics for artificial intelligence and neuromorphic computing
Photonics for artificial intelligence and neuromorphic computingNature Photonics (Nat. Photonics), 2020
B. Shastri
A. Tait
T. F. D. Lima
W. Pernice
H. Bhaskaran
C. Wright
Paul R. Prucnal
459
1,540
0
30 Oct 2020
Unitary Learning for Deep Diffractive Neural Network
Unitary Learning for Deep Diffractive Neural Network
Yong-Liang Xiao
244
1
0
17 Aug 2020
Implementation of Optical Deep Neural Networks using the Fabry-Perot
  Interferometer
Implementation of Optical Deep Neural Networks using the Fabry-Perot Interferometer
Benjamin D. Steel
342
1
0
22 Nov 2019
Parallel fault-tolerant programming of an arbitrary feedforward photonic
  network
Parallel fault-tolerant programming of an arbitrary feedforward photonic network
Sunil Pai
Ian A. D. Williamson
Tyler W. Hughes
M. Minkov
O. Solgaard
S. Fan
D. Miller
172
16
0
11 Sep 2019
Efficient training and design of photonic neural network through
  neuroevolution
Efficient training and design of photonic neural network through neuroevolutionOptics Express (OE), 2019
Tian Zhang
Jia Wang
Yihang Dan
Yuxiang Lanqiu
Jian Dai
Xu Han
Xiaojuan Sun
Kun Xu
283
56
0
04 Aug 2019
Matrix optimization on universal unitary photonic devices
Matrix optimization on universal unitary photonic devices
Sunil Pai
Ben Bartlett
O. Solgaard
D. Miller
360
137
0
02 Aug 2018
1
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