Výsledky vyhledávání - sparse convolutional autoencoder (same)~

Sparse deep encoded features with enhanced sinogramic red deer optimization for fault inspection in wafer maps.

Autoři: Altantawy, Doaa A. Yakout, Mohamed A.

Zdroj: Journal of Intelligent Manufacturing. Jun2025, Vol. 36 Issue 5, p3359-3397. 39p.

Témata: *MANUFACTURING processes, *INFORMATION processing, CONVOLUTIONAL neural networks, OPTIMIZATION algorithms, AUTOENCODERS

Feature extraction of fields of fluid dynamics data using sparse convolutional autoencoder

Autoři: Wataru Obayashi Hikaru Aono Tomoaki Tatsukawa a další

Zdroj: AIP Advances, Vol 11, Iss 10, Pp 105211-105211-6 (2021)

Témata: Physics, QC1-999

Popis souboru: electronic resource

Relation: https://doaj.org/toc/2158-3226

Přístupová URL adresa: https://doaj.org/article/7d4dc31e6e08442fba36ddd862379ce8

Feature extraction of fields of fluid dynamics data using sparse convolutional autoencoder.

Autoři: Obayashi, Wataru Aono, Hikaru Tatsukawa, Tomoaki a další

Zdroj: AIP Advances; Oct2021, Vol. 11 Issue 10, p1-6, 6p

Témata: FLUID dynamics, FEATURE extraction, PROPER orthogonal decomposition, NAVIER-Stokes equations, CONVOLUTIONAL neural networks, UNSTEADY flow, COMPRESSIBLE flow

Sparse convolutional autoencoder‐based fault location for drive circuits in nuclear reactors.

Autoři: Yang, Cheng Yuan, Yannan Wang, Fu a další

Zdroj: Quality & Reliability Engineering International; Mar2024, Vol. 40 Issue 2, p819-837, 19p

Témata: FAULT location (Engineering), NUCLEAR reactors, NUCLEAR reactor control, FAULT diagnosis, ELECTRONIC equipment, LINE drivers (Integrated circuits)

A Cylindrical Near-Field Acoustical Holography Method Based on Cylindrical Translation Window Expansion and an Autoencoder Stacked with 3D-CNN Layers.

Autoři: Wang, Jiaxuan Zhang, Weihan Zhang, Zhifu a další

Zdroj: Sensors (14248220). Apr2023, Vol. 23 Issue 8, p4146. 22p.

Témata: *HOLOGRAPHY, *CONVOLUTIONAL neural networks, *ERROR rates, *INTERPOLATION algorithms

Convolutional autoencoder-based deep learning for intracerebral hemorrhage classification using brain CT images.

Autoři: Nageswara Rao, B. Acharya, U. Rajendra Tan, Ru-San a další

Zdroj: Cognitive Neurodynamics; 5/19/2025, Vol. 19 Issue 1, p1-13, 13p

A 3D Sparse Autoencoder for Fully Automated Quality Control of Affine Registrations in Big Data Brain MRI Studies.

Autoři: Thadikemalla, Venkata Sainath Gupta Focke, Niels K. Tummala, Sudhakar

Zdroj: Journal of Digital Imaging; Feb2024, Vol. 37 Issue 1, p412-427, 16p

Témata: RECEIVER operating characteristic curves, MAGNETIC resonance imaging, QUALITY control, DATA analytics, DESCRIPTIVE statistics, DIAGNOSIS of brain abnormalities

DSCAE: a denoising sparse convolutional autoencoder defense against adversarial examples.

Autoři: Ye, Hongwei Liu, Xiaozhang Li, Chunlai

Zdroj: Journal of Ambient Intelligence & Humanized Computing; Mar2022, Vol. 13 Issue 3, p1419-1429, 11p

Enhanced heart sound anomaly detection via WCOS: a semi-supervised framework integrating wavelet, autoencoder and SVM.

Autoři: Zeng, Peipei Kang, Shuimiao Fan, Fan a další

Zdroj: Frontiers in Neuroinformatics; 2025, p1-15, 15p

Témata: ANOMALY detection (Computer security), HEART murmurs, SUPPORT vector machines, CONGENITAL heart disease, AUTOENCODERS

3D Segmentation of Perivascular Spaces on T1-Weighted 3 Tesla MR Images With a Convolutional Autoencoder and a U-Shaped Neural Network.

Autoři: Boutinaud, Philippe Tsuchida, Ami Laurent, Alexandre a další

Zdroj: Frontiers in Neuroinformatics; 6/18/2021, Vol. 15, p1-21, 21p

Témata: MAGNETIC resonance imaging, DEEP learning, ALGORITHMS, BASAL ganglia, YOUNG adults, VOXEL-based morphometry

Investigating Beta-Variational Convolutional Autoencoders for the Unsupervised Classification of Chest Pneumonia.

Autoři: Akila, Serag Mohamed Imanov, Elbrus Almezhghwi, Khaled

Zdroj: Diagnostics (2075-4418); Jul2023, Vol. 13 Issue 13, p2199, 14p

Témata: MACHINE learning, PNEUMONIA, ANOMALY detection (Computer security), LUNG infections, DIAGNOSIS, KLEBSIELLA infections

Multi-scale asynchronous correlation and 2D convolutional autoencoder for adolescent health risk prediction with limited fMRI data.

Autoři: Di Gao Guanghao Yang Jiarun Shen a další

Zdroj: Frontiers in Computational Neuroscience; 2024, p01-12, 12p

Témata: HEALTH risk assessment, FUNCTIONAL magnetic resonance imaging, VALUE engineering, EXTRACTION techniques, DATA mining

Deep spectral unmixing framework via 3D denoising convolutional autoencoder.

Autoři: Jia, Peiyuan Zhang, Miao Shen, Yi

Zdroj: IET Image Processing (Wiley-Blackwell); May2021, Vol. 15 Issue 7, p1399-1409, 11p

Témata: HYPERSPECTRAL imaging systems, IMAGE denoising, IMAGE processing, PIXELS, GEOMETRIC analysis, DATA

Human Activity Recognition Using Convolutional Autoencoder and Advanced Preprocessing.

Autoři: Zaoui, Chaimae Benabbou, Faouzia Ettaoufik, Abdelaziz a další

Zdroj: International Journal of Online & Biomedical Engineering; 2024, Vol. 20 Issue 4, p144-159, 16p

Classification of Atypical White Blood Cells in Acute Myeloid Leukemia Using a Two-Stage Hybrid Model Based on Deep Convolutional Autoencoder and Deep Convolutional Neural Network.

Autoři: Elhassan, Tusneem A. Mohd Rahim, Mohd Shafry Siti Zaiton, Mohd Hashim a další

Zdroj: Diagnostics (2075-4418); Jan2023, Vol. 13 Issue 2, p196, 20p

Témata: LEUKOCYTES, ACUTE myeloid leukemia, CONVOLUTIONAL neural networks, MYELOID cells, MORPHOLOGY

Multi-frequency and multi-domain human activity recognition based on SFCW radar using deep learning.

Autoři: Jia, Yong Guo, Yong Wang, Gang a další

Zdroj: Neurocomputing. Jul2021, Vol. 444, p274-287. 14p.

Témata: *HUMAN activity recognition, *DEEP learning, *CONVOLUTIONAL neural networks, *RADAR, *VIDEO coding, *SPECTROGRAMS, *SURVEILLANCE radar

Electroencephalogram Emotion Recognition Based on 3D Feature Fusion and Convolutional Autoencoder.

Autoři: An, Yanling Hu, Shaohai Duan, Xiaoying a další

Zdroj: Frontiers in Computational Neuroscience; 10/18/2021, Vol. 15, p1-13, 13p

Témata: EMOTION recognition, BRAIN-computer interfaces, SIGNAL convolution, DIFFERENTIAL entropy, CONVOLUTIONAL neural networks, ELECTROENCEPHALOGRAPHY, EMOTIONS, FEATURE extraction

Compression of Vehicle Trajectories with a Variational Autoencoder.

Autoři: Rákos, Olivér Aradi, Szilárd Bécsi, Tamás a další

Zdroj: Applied Sciences (2076-3417); Oct2020, Vol. 10 Issue 19, p6739, 17p

Témata: BEHAVIOR, SUPPORT vector machines, INTELLIGENT transportation systems, LANE changing, DATA compression, LOSSY data compression

Attention model based on one-dimensional residual convolutional autoencoder and GRU for knowledge tracing.

Autoři: Ai, Lingmei Zhang, Xiaoying

Zdroj: Multimedia Tools & Applications; Jun2025, Vol. 84 Issue 21, p23725-23743, 19p

Témata: AUTOENCODERS, DEEP learning, ONLINE education, ATTENTION, PROBABILITY theory

Automatic Baseline Correction of 1D Signals Using a Parameter-Free Deep Convolutional Autoencoder Algorithm.

Autoři: Górski, Łukasz Jakubowska, Małgorzata

Zdroj: Applied Sciences (2076-3417); Nov2025, Vol. 15 Issue 22, p12069, 18p

Témata: AUTOENCODERS, ANALYTICAL chemistry, DEEP learning, ALGORITHMS, SIGNAL processing