$All-Optical Machine Learning Using Diffractive Deep Neural Networks$

All-Optical Machine Learning Using Diffractive Deep Neural Networks

14 April 2018

Papers citing "All-Optical Machine Learning Using Diffractive Deep Neural Networks"

37 / 187 papers shown

Title
$Terahertz Pulse Shaping Using Diffractive Surfaces$ Terahertz Pulse Shaping Using Diffractive Surfaces Muhammed Veli Deniz Mengu N. Yardimci Yilin Luo Jingxi Li Y. Rivenson Mona Jarrahi Aydogan Ozcan 20 4 0 30 Jun 2020
$A Diffractive Neural Network with Weight-Noise-Injection Training$ A Diffractive Neural Network with Weight-Noise-Injection Training Jiashuo Shi 6 1 0 08 Jun 2020
$Misalignment Resilient Diffractive Optical Networks$ Misalignment Resilient Diffractive Optical Networks Deniz Mengu Yifan Zhao N. Yardimci Y. Rivenson Mona Jarrahi Aydogan Ozcan 23 99 0 23 May 2020
Small-brain neural networks rapidly solve inverse problems with vortex Fourier encoders Baurzhan Muminov L. Vuong 23 3 0 15 May 2020
$Spectrally-Encoded Single-Pixel Machine Vision Using Diffractive Networks$ Spectrally-Encoded Single-Pixel Machine Vision Using Diffractive Networks Jingxi Li Deniz Mengu N. Yardimci Yilin Luo Xurong Li Muhammed Veli Y. Rivenson Mona Jarrahi Aydogan Ozcan 11 4 0 15 May 2020
Accelerating Physics-Informed Neural Network Training with Prior Dictionaries Wei Peng Weien Zhou Jun Zhang W. Yao PINN AI4CE 17 30 0 17 Apr 2020
Boolean learning under noise-perturbations in hardware neural networks Louis Andréoli X. Porte Stéphane Chrétien M. Jacquot L. Larger Daniel Brunner 13 12 0 27 Mar 2020
Compatible Learning for Deep Photonic Neural Network Yong-Liang Xiao Rongguang Liang Jianxin Zhong X. Su Zhisheng You 11 1 0 14 Mar 2020
Photonic tensor cores for machine learning M. Miscuglio V. Sorger 9 147 0 01 Feb 2020
Noisy Machines: Understanding Noisy Neural Networks and Enhancing Robustness to Analog Hardware Errors Using Distillation Chuteng Zhou Prad Kadambi Matthew Mattina P. Whatmough 11 35 0 14 Jan 2020
Express Wavenet -- a low parameter optical neural network with random shift wavelet pattern Yingshi Chen 27 6 0 06 Jan 2020
$An optical diffractive deep neural network with multiple frequency-channels$ An optical diffractive deep neural network with multiple frequency-channels Yingshi Chen Jinfeng Zhu 11 6 0 23 Dec 2019
Theory of neuromorphic computing by waves: machine learning by rogue waves, dispersive shocks, and solitons G. Marcucci D. Pierangeli Claudio Conti 16 109 0 15 Dec 2019
Joint Image and Depth Estimation with Mask-Based Lensless Cameras Yucheng Zheng M. Salman Asif 3DV 11 14 0 06 Oct 2019
Meta-neural-network for Realtime and Passive Deep-learning-based Object Recognition Jingkai Weng Yu-jiang Ding Chengbo Hu Xue‐Feng Zhu B. Liang Jing Yang Jian-chun Cheng ObjD 18 63 0 16 Sep 2019
$Design of Task-Specific Optical Systems Using Broadband Diffractive Neural Networks$ Design of Task-Specific Optical Systems Using Broadband Diffractive Neural Networks Yilin Luo Deniz Mengu N. Yardimci Y. Rivenson Muhammed Veli Mona Jarrahi Aydogan Ozcan 27 207 0 14 Sep 2019
Electro-optical Neural Networks based on Time-stretch Method Yubin Zang Minghua Chen Sigang Yang Hong-wei Chen 40 19 0 13 Sep 2019
What Happens on the Edge, Stays on the Edge: Toward Compressive Deep Learning Yanggeng Li Thomas Strohmer 12 2 0 04 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 21 49 0 04 Aug 2019
Fundamental aspects of noise in analog-hardware neural networks N. Semenova X. Porte Louis Andréoli M. Jacquot L. Larger Daniel Brunner 9 30 0 21 Jul 2019
$Class-specific Differential Detection in Diffractive Optical Neural Networks Improves Inference Accuracy$ Class-specific Differential Detection in Diffractive Optical Neural Networks Improves Inference Accuracy Jingxi Li Deniz Mengu Yilin Luo Y. Rivenson Aydogan Ozcan 11 111 0 08 Jun 2019
A Novel Modeling Approach for All-Dielectric Metasurfaces Using Deep Neural Networks S. An Clayton Fowler B. Zheng M. Shalaginov H. Tang ... C. Rivero‐Baleine K. Richardson T. Gu Juejun Hu Hualiang Zhang 20 17 0 08 Jun 2019
Addressing Limited Weight Resolution in a Fully Optical Neuromorphic Reservoir Computing Readout Chonghuai Ma Floris Laporte J. Dambre P. Bienstman 6 10 0 06 Jun 2019
Programming multi-level quantum gates in disordered computing reservoirs via machine learning and TensorFlow G. Marcucci D. Pierangeli P. Pinkse M. Malik Claudio Conti AI4CE 11 17 0 13 May 2019
Wave Physics as an Analog Recurrent Neural Network Tyler W. Hughes Ian A. D. Williamson M. Minkov S. Fan 11 276 0 29 Apr 2019
Optical machine learning with incoherent light and a single-pixel detector Shuming Jiao Xiang Li Yang Gao T. Lei Zhenwei Xie Xiaocong Yuan 25 98 0 24 Apr 2019
Low-Depth Optical Neural Networks Xiao-Ming Zhang M. Yung 17 8 0 03 Apr 2019
On Learning from Ghost Imaging without Imaging Issei Sato 11 1 0 14 Mar 2019
$Multiple-image encryption and hiding with an optical diffractive neural network$ Multiple-image encryption and hiding with an optical diffractive neural network Yang Gao Shuming Jiao Juncheng Fang T. Lei Zhenwei Xie Xiaocong Yuan 15 35 0 21 Feb 2019
An Optical Frontend for a Convolutional Neural Network S. Colburn Yiren Chu Eli Shlizerman A. Majumdar 19 88 0 23 Dec 2018
$Response to Comment on "All-optical machine learning using diffractive deep neural networks"$ Response to Comment on "All-optical machine learning using diffractive deep neural networks" Deniz Mengu Yilin Luo Y. Rivenson Xing Lin Muhammed Veli Aydogan Ozcan 10 8 0 10 Oct 2018
$Analysis of Diffractive Optical Neural Networks and Their Integration with Electronic Neural Networks$ Analysis of Diffractive Optical Neural Networks and Their Integration with Electronic Neural Networks Deniz Mengu Yilin Luo Y. Rivenson Aydogan Ozcan 20 149 0 03 Oct 2018
$Comment on "All-optical machine learning using diffractive deep neural networks"$ Comment on "All-optical machine learning using diffractive deep neural networks" Haiqing Wei Gang Huang Xiuqing Wei Yanlong Sun Hongbin Wang 11 13 0 22 Sep 2018
Light Field Neural Network Yuchi Huo Sung-eui Yoon 13 0 0 19 Sep 2018
ProdSumNet: reducing model parameters in deep neural networks via product-of-sums matrix decompositions C. Wu 24 21 0 06 Sep 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 36 1,303 0 12 Mar 2018
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 295 10,618 0 19 Feb 2017