Photonics for artificial intelligence and neuromorphic computing

30 October 2020

Papers citing "Photonics for artificial intelligence and neuromorphic computing"

37 / 37 papers shown

Title
Blending Optimal Control and Biologically Plausible Learning for Noise-Robust Physical Neural Networks S. Sunada T. Niiyama Kazutaka Kanno Rin Nogami André Röhm Takato Awano Atsushi Uchida AI4CE 71 1 0 26 Feb 2025
A Quarter of a Century of Neuromorphic Architectures on FPGAs -- an Overview Wiktor J. Szczerek Artur Podobas GNN 42 0 0 23 Feb 2025
A Mathematical Framework for the Problem of Security for Cognition in Neurotechnology B. Bagley Claudia K Petritsch 66 0 0 28 Jan 2025
Leveraging Continuously Differentiable Activation Functions for Learning in Quantized Noisy Environments Vivswan Shah Nathan Youngblood 41 2 0 04 Feb 2024
Weak Kerr Nonlinearity Boosts the Performance of Frequency-Multiplexed Photonic Extreme Learning Machines: A Multifaceted Approach Marina Zajnulina Alessandro Lupo Serge Massar 23 3 0 19 Dec 2023
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 29 5 0 09 Nov 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 29 11 0 05 Oct 2023
Advanced Computing and Related Applications Leveraging Brain-inspired Spiking Neural Networks Lyuyang Sima Joseph Bucukovski Erwan Carlson Nicole L. Yien 24 1 0 08 Sep 2023
Noise-Resilient Designs for Optical Neural Networks Gianluca Kosmella R. Stabile J. Sanders 33 0 0 11 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 17 11 0 07 Aug 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
High-Speed and Energy-Efficient Non-Binary Computing with Polymorphic Electro-Optic Circuits and Architectures Ishan G. Thakkar Sairam Sri Vatsavai Venkata Sai Praneeth Karempudi 36 1 0 15 Apr 2023
High-Speed and Energy-Efficient Non-Volatile Silicon Photonic Memory Based on Heterogeneously Integrated Memresonator B. Tossoun D. Liang S. Cheung Zhuoran Fang X. Sheng J. Strachan R. Beausoleil 25 32 0 10 Mar 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
Constraints on the design of neuromorphic circuits set by the properties of neural population codes S. Panzeri Ella Janotte Alejandro Pequeño-Zurro Jacopo Bonato Chiara Bartolozzi 21 2 0 08 Dec 2022
Data-efficient Modeling of Optical Matrix Multipliers Using Transfer Learning A. Cem O. Jovanovic Siqi Yan Yunhong Ding D. Zibar Francesco Da Ros 11 3 0 29 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 27 117 0 21 Nov 2022
Phenomenological Model of Superconducting Optoelectronic Loop Neurons J. Shainline Bryce Primavera Saeed A. Khan 19 6 0 18 Oct 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
Spiking SiamFC++: Deep Spiking Neural Network for Object Tracking S. Xiang Tao Zhang Shuqing Jiang Yanan Han Yahui Zhang Chenyang Du Xingxing Guo Licun Yu Yue-chun Shi Yue Hao 10 9 0 24 Sep 2022
NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation Jiaqi Gu Zhengqi Gao Chenghao Feng Hanqing Zhu Ray T. Chen Duane S. Boning David Z. Pan 19 16 0 19 Sep 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 22 2 0 05 Aug 2022
Inverse design of nano-photonic wavelength demultiplexer with a deep neural network approach Mengwei Yuan Gang Yang Shijie Song Luping Zhou R. Minasian X. Yi 10 10 0 15 May 2022
Spiking Neural Network Equalization for IM/DD Optical Communication E. Arnold Georg Böcherer Eric Müller Philipp Spilger Johannes Schemmel S. Calabrò M. Kuschnerov 16 6 0 09 May 2022
$Polarization Multiplexed Diffractive Computing: All-Optical Implementation of a Group of Linear Transformations Through a Polarization-Encoded Diffractive Network$ Polarization Multiplexed Diffractive Computing: All-Optical Implementation of a Group of Linear Transformations Through a Polarization-Encoded Diffractive Network Jingxi Li Yi-Chun Hung Onur Kulce Deniz Mengu Aydogan Ozcan 30 66 0 25 Mar 2022
Hybrid training of optical neural networks J. Spall Xianxin Guo A. Lvovsky 36 38 0 20 Mar 2022
Comparison of Models for Training Optical Matrix Multipliers in Neuromorphic PICs A. Cem Siqi Yan U. Moura Yunhong Ding D. Zibar Francesco Da Ros 12 6 0 23 Nov 2021
Silicon Photonic Architecture for Training Deep Neural Networks with Direct Feedback Alignment M. Filipovich Zhimu Guo M. Al-Qadasi Bicky A. Marquez Hugh Morison V. Sorger Paul R. Prucnal S. Shekhar B. Shastri 28 52 0 12 Nov 2021
O-HAS: Optical Hardware Accelerator Search for Boosting Both Acceleration Performance and Development Speed Mengquan Li Zhongzhi Yu Yongan Zhang Yonggan Fu Yingyan Lin 16 10 0 17 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 27 6 0 23 Jul 2021
An optical neural network using less than 1 photon per multiplication Tianyu Wang Shifan Ma Logan G. Wright Tatsuhiro Onodera Brian C. Richard Peter L. McMahon 46 177 0 27 Apr 2021
Demonstrating Analog Inference on the BrainScaleS-2 Mobile System Yannik Stradmann Sebastian Billaudelle O. Breitwieser F. Ebert Arne Emmel ... Joscha Ilmberger Eric Müller Philipp Spilger Johannes Weis Johannes Schemmel 33 12 0 29 Mar 2021
Dynamic Precision Analog Computing for Neural Networks Sahaj Garg Joe Lou Anirudh Jain Mitchell Nahmias 37 33 0 12 Feb 2021
Optoelectronic Intelligence J. Shainline GNN 25 24 0 17 Oct 2020
Fast inference of deep neural networks in FPGAs for particle physics Javier Mauricio Duarte Song Han Philip C. Harris S. Jindariani E. Kreinar ... J. Ngadiuba M. Pierini R. Rivera N. Tran Zhenbin Wu AI4CE 77 387 0 16 Apr 2018
$All-Optical Machine Learning Using Diffractive Deep Neural Networks$ All-Optical Machine Learning Using Diffractive Deep Neural Networks Xing Lin Y. Rivenson N. Yardimci Muhammed Veli Mona Jarrahi Aydogan Ozcan 76 1,628 0 14 Apr 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016