Reprogrammable Electro-Optic Nonlinear Activation Functions for Optical Neural Networks

12 March 2019

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

21 / 21 papers shown

Title
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 16 0 0 26 Jun 2024
Analysis of Optical Loss and Crosstalk Noise in MZI-based Coherent Photonic Neural Networks Amin Shafiee Sanmitra Banerjee Krishnendu Chakrabarty S. Pasricha Mahdi Nikdast 26 5 0 07 Aug 2023
The physics of optical computing Peter L. McMahon 16 142 0 31 Jul 2023
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 28 8 0 31 May 2023
Forward-Forward Training of an Optical Neural Network Ilker Oguz Junjie Ke Qifei Wang Feng Yang Mustafa Yildirim Niyazi Ulaş Dinç J. Hsieh C. Moser D. Psaltis 29 15 0 30 May 2023
Towards interpretable quantum machine learning via single-photon quantum walks Fulvio Flamini Marius Krumm Lukas J. Fiderer Thomas Müller H. Briegel 26 6 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 21 0 0 09 Dec 2022
Dual adaptive training of photonic neural networks Ziyang Zheng Zhengyang Duan Hang Chen Rui Yang Sheng Gao Haiou Zhang H. Xiong Xing Lin 19 30 0 09 Dec 2022
Data-driven Modeling of Mach-Zehnder Interferometer-based Optical Matrix Multipliers A. Cem Siqi Yan Yunhong Ding D. Zibar Francesco Da Ros 22 21 0 17 Oct 2022
RF-Photonic Deep Learning Processor with Shannon-Limited Data Movement R. Davis Zaijun Chen R. Hamerly Dirk Englund MQ 33 5 0 08 Jul 2022
Experimentally realized in situ backpropagation for deep learning in nanophotonic neural networks Sunil Pai Zhanghao Sun Tyler W. Hughes Taewon Park Ben Bartlett ... F. Morichetti A. Melloni S. Fan O. Solgaard David A. B. Miller 18 178 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 units Tao Yan Rui Yang Ziyang Zheng Xing Lin H. Xiong Qionghai Dai GNN 11 58 0 23 Apr 2022
Pruning Coherent Integrated Photonic Neural Networks Using the Lottery Ticket Hypothesis Sanmitra Banerjee Mahdi Nikdast S. Pasricha Krishnendu Chakrabarty 38 10 0 14 Dec 2021
Comparison of Models for Training Optical Matrix Multipliers in Neuromorphic PICs A. Cem Siqi Yan U. Moura Yunhong Ding D. Zibar Francesco Da Ros 20 6 0 23 Nov 2021
A compact butterfly-style silicon photonic-electronic neural chip for hardware-efficient deep learning Chenghao Feng Jiaqi Gu Hanqing Zhu Zhoufeng Ying Zheng Zhao David Z. Pan Ray T. Chen 22 39 0 11 Nov 2021
Photonics for artificial intelligence and neuromorphic computing B. Shastri A. Tait T. F. D. Lima W. Pernice H. Bhaskaran C. Wright Paul R. Prucnal 25 1,173 0 30 Oct 2020
$Unitary Learning for Deep Diffractive Neural Network$ Unitary Learning for Deep Diffractive Neural Network Yong-Liang Xiao 24 1 0 17 Aug 2020
Implementation of Optical Deep Neural Networks using the Fabry-Perot Interferometer Benjamin D. Steel 19 0 0 22 Nov 2019
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 21 13 0 11 Sep 2019
Efficient training and design of photonic neural network through neuroevolution Tian Zhang Jia Wang Yihang Dan Yuxiang Lanqiu Jian Dai Xu Han Xiaojuan Sun Kun Xu 29 50 0 04 Aug 2019
Matrix optimization on universal unitary photonic devices Sunil Pai Ben Bartlett O. Solgaard D. Miller 14 107 0 02 Aug 2018