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

All-Optical Machine Learning Using Diffractive Deep Neural Networks

14 April 2018

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

34 / 34 papers shown

Title
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 48 2 0 14 Jan 2025
Minimalist Vision with Freeform Pixels Jeremy Klotz Shree K. Nayar 55 3 0 03 Jan 2025
Latent Space Imaging Matheus Souza Yidan Zheng Kaizhang Kang Yogeshwar Nath Mishra Qiang Fu Wolfgang Heidrich 48 0 0 09 Jul 2024
Impact of white Gaussian internal noise on analog echo-state neural networks Nadezhda Semenova 21 2 0 13 May 2024
Genetically programmable optical random neural networks Bora Çarpinlioglu Bahrem Serhat Danis 27 5 0 19 Mar 2024
Leveraging Continuously Differentiable Activation Functions for Learning in Quantized Noisy Environments Vivswan Shah Nathan Youngblood 27 2 0 04 Feb 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 21 9 0 17 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 19 5 0 09 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 14 11 0 08 Nov 2023
Nonlinear Processing with Linear Optics Mustafa Yildirim Niyazi Ulaş Dinç Ilker Oguz D. Psaltis C. Moser 33 32 0 17 Jul 2023
Backpropagation-free Training of Deep Physical Neural Networks Ali Momeni Babak Rahmani M. Malléjac Philipp del Hougne Romain Fleury AI4CE PINN 17 53 0 20 Apr 2023
$Physics-aware Roughness Optimization for Diffractive Optical Neural Networks$ Physics-aware Roughness Optimization for Diffractive Optical Neural Networks Shangli Zhou Yingjie Li Minhan Lou Weilu Gao Zhijie Shi Cunxi Yu Caiwen Ding 19 2 0 04 Apr 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 16 0 0 09 Dec 2022
$Optical multi-task learning using multi-wavelength diffractive deep neural networks$ Optical multi-task learning using multi-wavelength diffractive deep neural networks Zhengyang Duan Hang Chen Xing Lin 12 38 0 30 Nov 2022
Photonic Reconfigurable Accelerators for Efficient Inference of CNNs with Mixed-Sized Tensors Sairam Sri Vatsavai Ishan G. Thakkar 16 9 0 12 Jul 2022
$Super-resolution image display using diffractive decoders$ Super-resolution image display using diffractive decoders Çaǧatay Işıl Deniz Mengu Yifan Zhao Anika Tabassum Jingxi Li Yilin Luo Mona Jarrahi Aydogan Ozcan SupR 19 34 0 15 Jun 2022
Learning-Based Data Storage [Vision] (Technical Report) Xiang Lian Xiaofei Zhang 15 0 0 12 Jun 2022
Adversarial attacks on an optical neural network Shuming Jiao Z. Song S. Xiang AAML 13 2 0 29 Apr 2022
Hybrid training of optical neural networks J. Spall Xianxin Guo A. Lvovsky 25 38 0 20 Mar 2022
A photonic chip-based machine learning approach for the prediction of molecular properties Hui Zhang Jonathan Wei Zhong Lau Lingxiao Wan Liang Shi H. Cai Xianshu Luo Guo-qiang Lo Chee-Kong Lee L. Kwek A. Liu 29 9 0 03 Mar 2022
An extended physics informed neural network for preliminary analysis of parametric optimal control problems N. Demo M. Strazzullo G. Rozza PINN 8 33 0 26 Oct 2021
Optical secret sharing with cascaded metasurface holography P. Georgi Qunshuo Wei B. Sain C. Schlickriede Yongtian Wang Lingling Huang T. Zentgraf 10 187 0 07 Oct 2021
Acceleration Method for Learning Fine-Layered Optical Neural Networks K. Aoyama H. Sawada 19 1 0 01 Sep 2021
$All-Optical Synthesis of an Arbitrary Linear Transformation Using Diffractive Surfaces$ All-Optical Synthesis of an Arbitrary Linear Transformation Using Diffractive Surfaces Onur Kulce Deniz Mengu Y. Rivenson Aydogan Ozcan 6 85 0 22 Aug 2021
Training a neural network with exciton-polariton optical nonlinearity A. Opala R. Panico V. Ardizzone B. Piętka J. Szczytko D. Sanvitto M. Matuszewski D. Ballarini 17 6 0 23 Jul 2021
The Hardware Lottery Sara Hooker 22 202 0 14 Sep 2020
$Misalignment Resilient Diffractive Optical Networks$ Misalignment Resilient Diffractive Optical Networks Deniz Mengu Yifan Zhao N. Yardimci Y. Rivenson Mona Jarrahi Aydogan Ozcan 18 97 0 23 May 2020
Theory of neuromorphic computing by waves: machine learning by rogue waves, dispersive shocks, and solitons G. Marcucci D. Pierangeli Claudio Conti 13 106 0 15 Dec 2019
Electro-optical Neural Networks based on Time-stretch Method Yubin Zang Minghua Chen Sigang Yang Hong-wei Chen 37 18 0 13 Sep 2019
Wave Physics as an Analog Recurrent Neural Network Tyler W. Hughes Ian A. D. Williamson M. Minkov S. Fan 6 275 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 10 98 0 24 Apr 2019
An Optical Frontend for a Convolutional Neural Network S. Colburn Yiren Chu Eli Shlizerman A. Majumdar 13 86 0 23 Dec 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 278 10,544 0 19 Feb 2017