Understanding and mitigating noise in trained deep neural networks

Understanding and mitigating noise in trained deep neural networks

12 March 2021

Papers citing "Understanding and mitigating noise in trained deep neural networks"

14 / 14 papers shown

Title
Impact of internal noise on convolutional neural networks Ivan Kolesnikov Nadezhda Semenova 23 0 0 10 May 2025
Internal noise in hardware deep and recurrent neural networks helps with learning Ivan Kolesnikov Nadezhda Semenova 29 0 0 18 Apr 2025
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
On Learnable Parameters of Optimal and Suboptimal Deep Learning Models Ziwei Zheng Huizhi Liang V. Snás̃el Vito Latora Panos Pardalos Giuseppe Nicosia Varun Ojha 19 0 0 21 Aug 2024
Impact of white Gaussian internal noise on analog echo-state neural networks Nadezhda Semenova 28 2 0 13 May 2024
Learning Galaxy Intrinsic Alignment Correlations Sneh Pandya Yuanyuan Yang N. V. Alfen Jonathan Blazek Robin Walters 37 0 0 21 Apr 2024
Hybrid Quantum-inspired Resnet and Densenet for Pattern Recognition with Completeness Analysis Andi Chen Hua‐Lei Yin Zeng-Bing Chen Shengjun Wu 34 0 0 09 Mar 2024
An Empirical Study on Fault Detection and Root Cause Analysis of Indium Tin Oxide Electrodes by Processing S-parameter Patterns Tae Yeob Kang Haebom Lee S. Suh 38 0 0 16 Aug 2023
Noise-Resilient Designs for Optical Neural Networks Gianluca Kosmella R. Stabile J. Sanders 33 0 0 11 Aug 2023
The physics of optical computing Peter L. McMahon 11 142 0 31 Jul 2023
Noise impact on recurrent neural network with linear activation function V. Moskvitin N. Semenova 22 2 0 23 Mar 2023
Noise mitigation strategies in physical feedforward neural networks N. Semenova Daniel Brunner 19 13 0 20 Apr 2022
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
$All-Optical Machine Learning Using Diffractive Deep Neural Networks$ 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