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

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
Nonlinear Processing with Linear Optics Mustafa Yildirim Niyazi Ulaş Dinç Ilker Oguz D. Psaltis C. Moser 40 35 0 17 Jul 2023
Intelligent Multi-channel Meta-imagers for Accelerating Machine Vision Hanyu Zheng Quan Liu I. Kravchenko Xiaomeng Zhang Yuankai Huo Jason G Valentine 11 3 0 12 Jun 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 11 14 0 30 May 2023
Photonic Advantage of Optical Encoders Luocheng Huang Quentin A. A. Tanguy Johannes E. Froch Saswata Mukherjee K. Böhringer A. Majumdar 29 21 0 02 May 2023
Rubik's Optical Neural Networks: Multi-task Learning with Physics-aware Rotation Architecture Yingjie Li Weilu Gao Cunxi Yu 25 3 0 25 Apr 2023
Backpropagation-free Training of Deep Physical Neural Networks Ali Momeni Babak Rahmani M. Malléjac Philipp del Hougne Romain Fleury AI4CE PINN 22 54 0 20 Apr 2023
$Learning Diffractive Optical Communication Around Arbitrary Opaque Occlusions$ Learning Diffractive Optical Communication Around Arbitrary Opaque Occlusions Md. Sadman Sakib Rahman Tianyi Gan Emir Arda Deger Çaǧatay Işıl Mona Jarrahi Aydogan Ozcan 20 18 0 20 Apr 2023
Physics-inspired Neuroacoustic Computing Based on Tunable Nonlinear Multiple-scattering Ali Momeni Xinxin Guo Hervé Lissek Romain Fleury 16 5 0 17 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 25 2 0 04 Apr 2023
The Need for Inherently Privacy-Preserving Vision in Trustworthy Autonomous Systems A. Taras Niko Sünderhauf Peter Corke D. Dansereau 14 0 0 29 Mar 2023
Noise impact on recurrent neural network with linear activation function V. Moskvitin N. Semenova 22 2 0 23 Mar 2023
$Universal Linear Intensity Transformations Using Spatially-Incoherent Diffractive Processors$ Universal Linear Intensity Transformations Using Spatially-Incoherent Diffractive Processors Md. Sadman Sakib Rahman Xilin Yang Jingxi Li Bijie Bai Aydogan Ozcan 29 46 0 23 Mar 2023
Optical Transformers Maxwell G. Anderson Shifan Ma Tianyu Wang Logan G. Wright Peter L. McMahon 12 20 0 20 Feb 2023
Ultrafast single-channel machine vision based on neuro-inspired photonic computing Tomoya Yamaguchi Kohei Arai T. Niiyama Atsushi Uchida S. Sunada 13 9 0 15 Feb 2023
SCONNA: A Stochastic Computing Based Optical Accelerator for Ultra-Fast, Energy-Efficient Inference of Integer-Quantized CNNs Sairam Sri Vatsavai Venkata Sai Praneeth Karempudi Ishan G. Thakkar S. A. Salehi J. Hastings 21 8 0 14 Feb 2023
$Scientific Computing with Diffractive Optical Neural Networks$ Scientific Computing with Diffractive Optical Neural Networks Ruiyang Chen Yingheng Tang Jian Ma Weilu Gao 13 6 0 12 Feb 2023
An Optical XNOR-Bitcount Based Accelerator for Efficient Inference of Binary Neural Networks Sairam Sri Vatsavai Venkata Sai Praneeth Karempudi Ishan G. Thakkar MQ 21 4 0 03 Feb 2023
Analog, In-memory Compute Architectures for Artificial Intelligence Patrick Bowen G. Regev Nir Regev Bruno U. Pedroni Edward Hanson Yiran Chen 17 3 0 13 Jan 2023
$Decision-making and control with diffractive optical networks$ Decision-making and control with diffractive optical networks Jumin Qiu Shuyuan Xiao Lujun Huang A. Miroshnichenko Dejian Zhang Tingting Liu Tianbao Yu 20 4 0 21 Dec 2022
Walking Noise: On Layer-Specific Robustness of Neural Architectures against Noisy Computations and Associated Characteristic Learning Dynamics Hendrik Borras Bernhard Klein Holger Fröning AAML 18 1 0 20 Dec 2022
$Sophisticated deep learning with on-chip optical diffractive tensor processing$ Sophisticated deep learning with on-chip optical diffractive tensor processing Yuyao Huang Tingzhao Fu Honghao Huang Sigang Yang Hong-wei Chen BDL 11 12 0 20 Dec 2022
$Snapshot Multispectral Imaging Using a Diffractive Optical Network$ Snapshot Multispectral Imaging Using a Diffractive Optical Network Deniz Mengu Anika Tabassum Mona Jarrahi Aydogan Ozcan 27 60 0 10 Dec 2022
$EEG Opto-processor: epileptic seizure detection using diffractive photonic computing units$ 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 19 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
Unidirectional Imaging using Deep Learning-Designed Materials Jingxi Li Tianyi Gan Yifan Zhao Bijie Bai Chentianfei Shen Songyu Sun Mona Jarrahi Aydogan Ozcan MedIm 26 34 0 05 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 19 39 0 30 Nov 2022
Privacy-Enhancing Optical Embeddings for Lensless Classification Eric Bezzam M. Vetterli Matthieu Simeoni 14 5 0 23 Nov 2022
Intelligent Computing: The Latest Advances, Challenges and Future Shiqiang Zhu Ting Yu Tao Xu Hongyang Chen Schahram Dustdar ... Tariq S. Durrani Huaimin Wang Jiangxing Wu Tongyi Zhang Yunhe Pan AI4CE 25 117 0 21 Nov 2022
Deep-Learning-Empowered Inverse Design for Freeform Reconfigurable Metasurfaces Changhao Liu Fan Yang Maokun Li Shenheng Xu AI4CE 11 4 0 11 Nov 2022
DAD vision: opto-electronic co-designed computer vision with division adjoint method Zihan Zang Hao Wang Yunpeng Xu 21 0 0 04 Nov 2022
FatNet: High Resolution Kernels for Classification Using Fully Convolutional Optical Neural Networks Riad Ibadulla Thomas M. Chen C. Reyes-Aldasoro 6 8 0 30 Oct 2022
AnalogVNN: A fully modular framework for modeling and optimizing photonic neural networks Vivswan Shah Nathan Youngblood 24 3 0 14 Oct 2022
Misaligned orientations of 4f optical neural network for image classification accuracy on various datasets Yanbing Liu Wei Li Kun Cheng Xun Liu Wei Yang 19 0 0 05 Oct 2022
$Physics-aware Differentiable Discrete Codesign for Diffractive Optical Neural Networks$ Physics-aware Differentiable Discrete Codesign for Diffractive Optical Neural Networks Yingjie Li Ruiyang Chen Weilu Gao Cunxi Yu 22 11 0 28 Sep 2022
$Time-lapse image classification using a diffractive neural network$ Time-lapse image classification using a diffractive neural network Md. Sadman Sakib Rahman Aydogan Ozcan 26 15 0 23 Aug 2022
Physical Computing for Materials Acceleration Platforms Erik J Peterson Alexander Lavin 11 3 0 17 Aug 2022
$Massively Parallel Universal Linear Transformations using a Wavelength-Multiplexed Diffractive Optical Network$ Massively Parallel Universal Linear Transformations using a Wavelength-Multiplexed Diffractive Optical Network Jingxi Li Bijie Bai Yilin Luo Aydogan Ozcan 27 48 0 13 Aug 2022
$All-optical image classification through unknown random diffusers using a single-pixel diffractive network$ All-optical image classification through unknown random diffusers using a single-pixel diffractive network Yilin Luo Bijie Bai Yuhang Li Ege Cetintas Aydogan Ozcan DiffM 28 43 0 08 Aug 2022
NeuCASL: From Logic Design to System Simulation of Neuromorphic Engines Dharanidhar Dang Amitash Nanda Bill Lin D. Sahoo 14 1 0 06 Aug 2022
Conflict-free joint sampling for preference satisfaction through quantum interference Hiroaki Shinkawa N. Chauvet André Röhm Takatomo Mihana R. Horisaki G. Bachelier Makoto Naruse 17 2 0 05 Aug 2022
Image sensing with multilayer, nonlinear optical neural networks Tianyu Wang Mandar M. Sohoni Logan G. Wright Martin M. Stein Shifan Ma Tatsuhiro Onodera Maxwell G. Anderson Peter L. McMahon 18 144 0 27 Jul 2022
Photonic Reconfigurable Accelerators for Efficient Inference of CNNs with Mixed-Sized Tensors Sairam Sri Vatsavai Ishan G. Thakkar 19 9 0 12 Jul 2022
LiteCON: An All-Photonic Neuromorphic Accelerator for Energy-efficient Deep Learning (Preprint) Dharanidhar Dang Bill Lin D. Sahoo 20 5 0 28 Jun 2022
Deep Optical Coding Design in Computational Imaging Henry Arguello Jorge Bacca Hasindu Kariyawasam Edwin Vargas M. Márquez ... Udith Haputhanthri B. Ahluwalia Peter T. C. So D. Wadduwage Chamira U. S. Edussooriya 3DV 13 28 0 27 Jun 2022
$Diffractive Interconnects: All-Optical Permutation Operation Using Diffractive Networks$ Diffractive Interconnects: All-Optical Permutation Operation Using Diffractive Networks Deniz Mengu Yifan Zhao Anika Tabassum Mona Jarrahi Aydogan Ozcan 26 21 0 21 Jun 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 25 35 0 15 Jun 2022
Learning-Based Data Storage [Vision] (Technical Report) Xiang Lian Xiaofei Zhang 28 0 0 12 Jun 2022
Single-Shot Optical Neural Network Liane Bernstein Alexander Sludds C. Panuski Sivan Trajtenberg‐Mills R. Hamerly Dirk Englund BDL 29 44 0 18 May 2022
$Analysis of Diffractive Neural Networks for Seeing Through Random Diffusers$ Analysis of Diffractive Neural Networks for Seeing Through Random Diffusers Yuhang Li Yilin Luo Bijie Bai Aydogan Ozcan DiffM 11 11 0 01 May 2022
Adversarial attacks on an optical neural network Shuming Jiao Z. Song S. Xiang AAML 19 2 0 29 Apr 2022