Results 131 to 140 of about 222,396 (351)

A Novel GAN-based Fault Diagnosis Approach for Imbalanced Industrial Time Series

, 2019
This paper proposes a novel fault diagnosis approach based on generative adversarial networks (GAN) for imbalanced industrial time series where normal samples are much larger than failure cases.
Cheng, Cheng, Jiang, Wenqian, Ma, Guijun, Yuan, Ye, Zhou, Beitong   +4 more
core  

Data augmentation using conditional generative adversarial network (cGAN): Application for prediction of corrosion pit depth and testing using neural network

, 2022
Haile Woldesellasse, Solomon Tesfamariam
openalex   +1 more source

LRFID-Net: A Local-Region-Based Fake-Iris Detection Network for Fake Iris Images Synthesized by a Generative Adversarial Network [PDF]

, 2023
Jung Soo Kim, Young Won Lee, Jin Seong Hong, Seung Gu Kim, Ganbayar Batchuluun, Kang Ryoung Park   +5 more
openalex   +1 more source

Artificial Intelligence Revolution in Transcriptomics: From Single Cells to Spatial Atlases

Advanced Science, EarlyView.
Single‐cell RNA sequencing and spatial transcriptomics have unveiled cellular heterogeneity and tissue organization with unprecedented resolution. Artificial intelligence (AI) now plays a pivotal role in interpreting these complex data. This review systematically surveys AI applications across the entire analytic workflow and offers practical guidance ...
Shixin Li, Tianxiang Xiao, Yuanyuan Lan, Chengxiao Wu, Zhouying Li, Rong Liu, Qing Fang, Chao Zhang   +7 more
wiley   +1 more source

InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets

, 2016
This paper describes InfoGAN, an information-theoretic extension to the Generative Adversarial Network that is able to learn disentangled representations in a completely unsupervised manner. InfoGAN is a generative adversarial network that also maximizes
Abbeel, Pieter, Chen, Xi, Duan, Yan, Houthooft, Rein, Schulman, John, Sutskever, Ilya   +5 more
core  

A Generative Adversarial Network Model for Disease Gene Prediction With RNA-seq Data [PDF]

, 2020
Xue Jiang, Jingjing Zhao, Wei Qian, Weichen Song, Guan Ning Lin   +4 more
openalex   +1 more source

Generative adversarial network: An overview of theory and applications

Int. J. Inf. Manag. Data Insights, 2021
Alankrita Aggarwal, Mamta Mittal, G. Battineni   +2 more
semanticscholar   +1 more source

Nanozymes Integrated Biochips Toward Smart Detection System

Advanced Science, EarlyView.
This review systematically outlines the integration of nanozymes, biochips, and artificial intelligence (AI) for intelligent biosensing. It details how their convergence enhances signal amplification, enables portable detection, and improves data interpretation.
Dongyu Chen, Wang Zheng, Zhihui Zhang, Shenping Yu, Xinxin Hang, Han Wu, Xiao‐Wei Xiang, Wei Mu, Yanli Jiao, Zaizai Dong, Lingqian Chang   +10 more
wiley   +1 more source

Ferroelectric HZO Thin Films for FEFETs: Crystal Structure‐Device Performance Relationship

Advanced Electronic Materials, EarlyView.
Crystal Structure of HZO Thin Films Methods of Thin Film Deposition 1T‐FeFET Design Influence on Ferroelectric Properties FeFET Applications Recent Advances and Challenges ORTHORHOMBIC HEARTBEAT. Abstract The rapid development of hafnium zirconium oxide (HZO) thin films has established ferroelectric field‐effect transistors (FeFETs) as strong ...
Harsha Ragini Aturi, Ramana Murthy Gajula, Deepshikha Rathore   +2 more
wiley   +1 more source

Specific Emitter Identification with Limited Labelled Signals Based on Variational Autoencoder Embedded in Information‐Maximising Generative Adversarial Network and Gradient Penalty [PDF]

, 2022
CunXiang Xie, Limin Zhang, Zhaogen Zhong
openalex   +1 more source