Výsledky vyhledávání - conventional denoising autoencoder ((dae OR dane))

State of charge estimation of lithium-ion battery using denoising autoencoder and gated recurrent unit recurrent neural network Autor Chen, Junxiong, Feng, Xiong, Jiang, Lin, Zhu, Qiao

“… processing method with the conventional gated recurrent unit recurrent neural network (GRU-RNN) method. First, a denoising autoencoder neural network…”
Získat plný text

Correlation distance skip connection denoising autoencoder (CDSK-DAE) for speech feature enhancement Autor Badi, Alzahra, Park, Sangwook, Han, David K., Ko, Hanseok

“… This work focuses on a feature enhancement for noise robust end-to-end ASR system by introducing a novel variant of denoising autoencoder (DAE…”
Získat plný text

Noise reduction in the spectral domain of hyperspectral images using denoising autoencoder methods Autor Zhang, Chu, Zhou, Lei, Zhao, Yiying, Zhu, Susu, Liu, Fei, He, Yong

“…), Savitzky-Golay smoothing (SGS), wavelet transform (WT) and empirical mode decomposition (EMD). The basic denoising autoencoder…”
Získat plný text

Nonlinear Dynamic Process Monitoring Based on Discriminative Denoising Autoencoder and Canonical Variate Analysis Autor Liang, Jun, Liu, Daoguang, Zhan, Yinxiao, Fan, Jiayu

“… In this article, we present a novel process monitoring approach, CVA-DisDAE, which integrates an improved Denoising Autoencoder (DAE…”
Získat plný text

Real-Time Motion Artifact Removal in fNIRS with Denoising Autoencoder at the Edge Autor Li, Jinchen, Xia, Yunjia, Lei, Jingyu, Cooper, Robert J., Zhao, Hubin

“…), which can obscure physiological information. Herein, we propose to deploy a denoising autoencoder (DAE…”
Získat plný text

Defective wafer detection using a denoising autoencoder for semiconductor manufacturing processes Autor Fan, Shu-Kai S., Hsu, Chia-Yu, Jen, Chih-Hung, Chen, Kuan-Lung, Juan, Li-Ting

“… However, conventional methods of observing equipment sensor readings directly often cannot identify the critical features or statistics…”
Získat plný text

Poster: A Simple Deep Learning Based V2X Channel Estimation Scheme Using Denoising Autoencoder Autor Oh, Kang-Hyun, Kim, Chang Hyun, Lim, Sungmook, Song, Changick

“… In this recent result paper, we propose a denoising autoencoder (DAE) based channel estimation scheme…”
Získat plný text

Multi-Layered Model Approach (MLMA) For Heart Vein Blockage Detection Using Gated Recurrent Unit (GRU) and Denoising Autoencoders (DAES) Autor G.V. Rajya Lakshmi

“…Cardiovascular diseases (CVD) continue to be the leading cause of death worldwide, and sophisticated diagnostic techniques must be developed to detect and…”
Získat plný text

Weak ultrasonic guided wave signal recognition based on one-dimensional convolutional neural network denoising autoencoder and its application to small defect detection in pipelines Autor Wu, Jing, Yang, Yingfeng, Lin, Zeyu, Lin, Yizhou, Wang, Yan, Zhang, Weiwei, Ma, Hongwei

“…•The denoising autoencoder integrated with convolutional neural network has good signal denoising ability…”
Získat plný text

Robust and Fast Temperature Extraction for Brillouin Optical Time-Domain Analyzer by Using Denoising Autoencoder-Based Deep Neural Networks Autor Wang, Biwei, Guo, Nan, Wang, Liang, Yu, Changyuan, Lu, Chao

“…) sensing systems using the denoising autoencoder (DAE) based deep neural networks (DNN) is demonstrated. After appropriate training, the DAE suppresses the noise on the measured Brillouin gain spectrum…”
Získat plný text

Sparsity‐based autoencoders for denoising cluttered radar signatures Autor Ram, Shobha Sundar, Vishwakarma, Shelly, Sneh, Akanksha, Yasmeen, Kainat

“…‐dependent and target‐independent static and dynamic clutter arising from walls. A stacked and sparse denoising autoencoder (StackedSDAE…”
Získat plný text

Exploring multi-channel features for denoising-autoencoder-based speech enhancement Autor Araki, Shoko, Hayashi, Tomoki, Delcroix, Marc, Fujimoto, Masakiyo, Takeda, Kazuya, Nakatani, Tomohiro

“…This paper investigates a multi-channel denoising autoencoder (DAE)-based speech enhancement approach…”
Získat plný text

Denoising-Autoencoder-Aided Euclidean Distance Matrix Reconstruction for Connectivity-Based Localization: A Low-Rank Perspective Autor Lee, Woong-Hee, Ozger, Mustafa, Challita, Ursula, Song, Taewon

“…In contrast to conventional localization methods, connectivity-based localization is a promising approach that leverages wireless links among network nodes…”
Získat plný text

Investigation of the effectiveness of a classification method based on improved DAE feature extraction for hepatitis C prediction Autor Zhang, Lin, Wang, Jixin, Chang, Rui, Wang, Weigang

“…) and applies it to hepatitis C disease detection. Conventional denoising autoencoder introduces random noise at the input layer of the encoder…”
Získat plný text

A Study on Denoising Autoencoder Noise Selection for Improving the Fault Diagnosis Rate of Vibration Time Series Data Autor Jang, Jun-gyo, Lee, Soon-sup, Hwang, Se-Yun, Lee, Jae-chul

“…This study analyzes the impact of different types of random noise applied in Denoising Autoencoder (DAE…”
Získat plný text

A Data-Driven Soft Sensor Modeling Method Based on Deep Learning and its Application Autor Yan, Weiwu, Tang, Di, Lin, Yujun

“… This paper introduces deep learning to soft sensor modeling and proposes a novel soft sensor modeling method based on a deep learning network that integrates denoising autoencoders with a neural network (DAE-NN…”
Získat plný text

Environment-dependent denoising autoencoder for distant-talking speech recognition Autor Ueda, Yuma, Wang, Longbiao, Kai, Atsuhiko, Ren, Bo

“…In this paper, we propose an environment-dependent denoising autoencoder (DAE) and automatic environment identification based on a deep neural network (DNN…”
Získat plný text

Ultrasound image denoising autoencoder model based on lightweight attention mechanism Autor Shi, Liuliu, Di, Wentao, Liu, Jinlong

“… The convolutional neural network-denoising autoencoder (CNN-DAE) model extracts feature information by stacking regularly sized kernels…”
Zjistit podrobnosti o přístupu

An improved long short-term memory with denoising autoencoder for solving text classification problems Autor Alija, Amani Saleh, Yahaya, Nor Adnan

“…, weak, and chaotic components. This paper proposes a new model referred to as DAE-LSTM for reducing data dimension through the use of a denoising autoencoder…”
Získat plný text

An improved long short-term memory with denoising autoencoder for solving text classification problems Autor Alija, Amani Saleh, Yahaya, Nor Adnan

“…, weak, and chaotic components. This paper proposes a new model referred to as DAE-LSTM for reducing data dimension through the use of a denoising autoencoder…”
Získat plný text