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

All-Optical Machine Learning Using Diffractive Deep Neural Networks

14 April 2018

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

50 / 187 papers shown

Title
Impact of internal noise on convolutional neural networks Ivan Kolesnikov Nadezhda Semenova 21 0 0 10 May 2025
Internal noise in hardware deep and recurrent neural networks helps with learning Ivan Kolesnikov Nadezhda Semenova 25 0 0 18 Apr 2025
Universal Approximation with XL MIMO Systems: OTA Classification via Trainable Analog Combining Kyriakos Stylianopoulos G. C. Alexandropoulos 22 0 0 17 Apr 2025
Over-the-Air Edge Inference via End-to-End Metasurfaces-Integrated Artificial Neural Networks Kyriakos Stylianopoulos P. Lorenzo G. C. Alexandropoulos 46 0 0 31 Mar 2025
A multi-agentic framework for real-time, autonomous freeform metasurface design Robert Lupoiu Yixuan Shao Tianxiang Dai Chenkai Mao Kofi Edee Jonathan A. Fan AI4CE 73 0 0 26 Mar 2025
$Onboard Terrain Classification via Stacked Intelligent Metasurface-Diffractive Deep Neural Networks from SAR Level-0 Raw Data$ Onboard Terrain Classification via Stacked Intelligent Metasurface-Diffractive Deep Neural Networks from SAR Level-0 Raw Data Mengbing Liu Xin Li Jiancheng An Chau Yuen 42 1 0 10 Mar 2025
Universal point spread function engineering for 3D optical information processing Md. Sadman Sakib Rahman Aydogan Ozcan 38 0 0 09 Feb 2025
Training Hybrid Neural Networks with Multimode Optical Nonlinearities Using Digital Twins Ilker Oguz Louis J. E. Suter J. Hsieh Mustafa Yildirim Niyazi Ulaş Dinç Christophe Moser D. Psaltis 55 2 0 14 Jan 2025
Minimalist Vision with Freeform Pixels Jeremy Klotz Shree K. Nayar 55 3 0 03 Jan 2025
Computational metaoptics for imaging Charles Roques-Carmes Kai Wang Y. Yang A. Majumdar Zin Lin 24 1 0 14 Nov 2024
Impact of white noise in artificial neural networks trained for classification: performance and noise mitigation strategies N. Semenova Daniel Brunner 35 4 0 07 Nov 2024
Optical Generative Models Shiqi Chen Yuhang Li Hanlong Chen Aydogan Ozcan VLM 23 0 0 23 Oct 2024
BlurryScope: a cost-effective and compact scanning microscope for automated HER2 scoring using deep learning on blurry image data M. Fanous Christopher Michael Seybold Hanlong Chen N. Pillar Aydogan Ozcan 30 0 0 23 Oct 2024
Lying mirror Yuhang Li Shiqi Chen Bijie Bai Aydogan Ozcan 33 0 0 20 Oct 2024
Metasurface-generated large and arbitrary analog convolution kernels for accelerated machine vision Ruiqi Liang Shuai Wang Yiying Dong Liu Li Ying Kuang Bohan Zhang Yuanmu Yang 35 0 0 27 Sep 2024
Quantum-secure multiparty deep learning Kfir Sulimany S. Vadlamani R. Hamerly Prahlad Iyengar Dirk Englund 22 5 0 10 Aug 2024
Unidirectional imaging with partially coherent light Guangdong Ma Che-Yung Shen Jingxi Li Luzhe Huang Cagatay Isil ... Xilin Yang Yuhang Li Yuntian Wang Md. Sadman Sakib Rahman Aydogan Ozcan 21 5 0 10 Aug 2024
Fiber neural networks for the intelligent optical fiber communications Yubin Zang Zuxing Zhang Simin Li Fangzheng Zhang Hongwei Chen 27 0 0 07 Aug 2024
Optical Diffusion Models for Image Generation Ilker Oguz Niyazi Ulaş Dinç Mustafa Yildirim Junjie Ke Innfarn Yoo Qifei Wang Feng Yang Christophe Moser D. Psaltis 32 0 0 15 Jul 2024
Latent Space Imaging Matheus Souza Yidan Zheng Kaizhang Kang Yogeshwar Nath Mishra Qiang Fu Wolfgang Heidrich 57 0 0 09 Jul 2024
$Super-resolution imaging using super-oscillatory diffractive neural networks$ Super-resolution imaging using super-oscillatory diffractive neural networks Hang Chen Sheng Gao Zejia Zhao Zhengyang Duan Haiou Zhang Gordon Wetzstein Xing Lin SupR 18 1 0 27 Jun 2024
$Integration of Programmable Diffraction with Digital Neural Networks$ Integration of Programmable Diffraction with Digital Neural Networks Md. Sadman Sakib Rahman Aydogan Ozcan 36 4 0 15 Jun 2024
Training of Physical Neural Networks Ali Momeni Babak Rahmani B. Scellier Logan G. Wright Peter L. McMahon ... Julie Grollier Andrea J. Liu D. Psaltis Andrea Alù Romain Fleury PINN AI4CE 47 9 0 05 Jun 2024
ExtremeMETA: High-speed Lightweight Image Segmentation Model by Remodeling Multi-channel Metamaterial Imagers Quan Liu Brandon T. Swartz Ivan Kravchenko Jason G Valentine Yuankai Huo 22 2 0 27 May 2024
Impact of white Gaussian internal noise on analog echo-state neural networks Nadezhda Semenova 26 2 0 13 May 2024
Training all-mechanical neural networks for task learning through in situ backpropagation Shuaifeng Li Xiaoming Mao AI4CE 29 1 0 23 Apr 2024
$1-bit Quantized On-chip Hybrid Diffraction Neural Network Enabled by Authentic All-optical Fully-connected Architecture$ 1-bit Quantized On-chip Hybrid Diffraction Neural Network Enabled by Authentic All-optical Fully-connected Architecture Yuchuan Shao Haiqi Gao Yipeng Chen Yujie Liu Junren Wen Haidong He Yuchuan Shao Yue-guang Zhang Weidong Shen Chenying Yang MQ 35 0 0 11 Apr 2024
Genetically programmable optical random neural networks Bora Çarpinlioglu Bahrem Serhat Danis 33 5 0 19 Mar 2024
$Multiplane Quantitative Phase Imaging Using a Wavelength-Multiplexed Diffractive Optical Processor$ Multiplane Quantitative Phase Imaging Using a Wavelength-Multiplexed Diffractive Optical Processor Che-Yung Shen Jingxi Li Tianyi Gan Yuhang Li Langxing Bai Mona Jarrahi Aydogan Ozcan 36 4 0 16 Mar 2024
Compute-first optical detection for noise-resilient visual perception Jungmin Kim Nanfang Yu Zongfu Yu 28 1 0 14 Mar 2024
$Multiplexed all-optical permutation operations using a reconfigurable diffractive optical network$ Multiplexed all-optical permutation operations using a reconfigurable diffractive optical network Guangdong Ma Xilin Yang Bijie Bai Jingxi Li Yuhang Li ... Che-Yung Shen Yijie Zhang Yuzhu Li Mona Jarrahi Aydogan Ozcan 22 1 0 04 Feb 2024
Leveraging Continuously Differentiable Activation Functions for Learning in Quantized Noisy Environments Vivswan Shah Nathan Youngblood 38 2 0 04 Feb 2024
$All-optical complex field imaging using diffractive processors$ All-optical complex field imaging using diffractive processors Jingxi Li Yuhang Li Tianyi Gan Che-Yung Shen Mona Jarrahi Aydogan Ozcan 44 15 0 30 Jan 2024
$Subwavelength Imaging using a Solid-Immersion Diffractive Optical Processor$ Subwavelength Imaging using a Solid-Immersion Diffractive Optical Processor J. Hu Kun Liao Niyazi Ulaş Dinç Carlo Gigli Bijie Bai ... Jingxi Li Xiaoyong Hu Mona Jarrahi D. Psaltis Aydogan Ozcan 35 9 0 17 Jan 2024
Information hiding cameras: optical concealment of object information into ordinary images Bijie Bai Ryan Lee Yuhang Li Tianyi Gan Yuntian Wang Mona Jarrahi Aydogan Ozcan 10 11 0 15 Jan 2024
Neural Network Methods for Radiation Detectors and Imaging S. Lin S. Ning H. Zhu T. Zhou C. L. Morris S. Clayton M. Cherukara R. T. Chen Z. Wang AI4CE 26 5 0 09 Nov 2023
Free-Space Optical Spiking Neural Network Reyhane Ahmadi Amirreza Ahmadnejad S. Koohi 22 3 0 08 Nov 2023
$All-Optical Phase Conjugation Using Diffractive Wavefront Processing$ All-Optical Phase Conjugation Using Diffractive Wavefront Processing Che-Yung Shen Jingxi Li Tianyi Gan Mona Jarrahi Aydogan Ozcan 30 11 0 08 Nov 2023
KirchhoffNet: A Scalable Ultra Fast Analog Neural Network Zhengqi Gao Fan-Keng Sun Ron Rohrer Duane S. Boning 28 0 0 24 Oct 2023
Hyperspectral In-Memory Computing with Optical Frequency Combs and Programmable Optical Memories Mostafa Honari-Latifpour Byoung-Jun Park Yoshihisa Yamamoto M. Suh 11 7 0 17 Oct 2023
$Complex-valued universal linear transformations and image encryption using spatially incoherent diffractive networks$ Complex-valued universal linear transformations and image encryption using spatially incoherent diffractive networks Xilin Yang Md. Sadman Sakib Rahman Bijie Bai Jingxi Li Aydogan Ozcan 21 11 0 05 Oct 2023
QuATON: Quantization Aware Training of Optical Neurons Hasindu Kariyawasam Ramith Hettiarachchi Quansan Yang Alex Matlock Takahiro Nambara Hiroyuki Kusaka Yuichiro Kunai Peter T C So Edward S Boyden D. Wadduwage MQ 24 1 0 04 Oct 2023
$All-optical image denoising using a diffractive visual processor$ All-optical image denoising using a diffractive visual processor Çaǧatay Işıl Tianyi Gan F. O. Ardic Koray Mentesoglu Jagrit Digani ... Jingxi Li Deniz Mengu Mona Jarrahi Kaan Akcsit Aydogan Ozcan DiffM 17 24 0 17 Sep 2023
$Pyramid diffractive optical networks for unidirectional magnification and demagnification$ Pyramid diffractive optical networks for unidirectional magnification and demagnification Bijie Bai Xilin Yang Tianyi Gan Jingxi Li Deniz Mengu Mona Jarrahi Aydogan Ozcan 22 12 0 29 Aug 2023
Training neural networks with end-to-end optical backpropagation J. Spall Xianxin Guo A. Lvovsky 22 6 0 09 Aug 2023
Spatially Varying Nanophotonic Neural Networks Kaixuan Wei Xiao Li Johannes E. Froech Praneeth Chakravarthula James E. M. Whitehead Ethan Tseng A. Majumdar Felix Heide 9 11 0 07 Aug 2023
$Multispectral Quantitative Phase Imaging Using a Diffractive Optical Network$ Multispectral Quantitative Phase Imaging Using a Diffractive Optical Network Che-Yung Shen Jingxi Li Deniz Mengu Aydogan Ozcan 11 21 0 05 Aug 2023
On the use of deep learning for phase recovery Kaiqiang Wang Li Song Chutian Wang Zhenbo Ren Guangyuan Zhao ... Jianglei Di George Barbastathis Renjie Zhou Jianlin Zhao E. Lam 15 71 0 02 Aug 2023
High-performance real-world optical computing trained by in situ model-free optimization Guangyuan Zhao Xin Shu R. Zhou 14 1 0 22 Jul 2023
Digital Modeling on Large Kernel Metamaterial Neural Network Quan Liu Hanyu Zheng Brandon T. Swartz Ho Hin Lee Zuhayr Asad I. Kravchenko Jason G Valentine Yuankai Huo 15 4 0 21 Jul 2023