Searchdeep neural networkreturned 20 results

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1

Chinese adversarial example generation method based on multi-disturbance strategy

基于多扰动策略的中文对抗样本生成方法

Wang Chundong

Zhu Wenying

Lin Hao

deep neural network

natural language processing(NLP)

Chinese adversarial example

multi-disturbance

No. 6, 2025 : 1852-1858 doi:10.19734/j.issn.1001-3695.2024.07.0376

2

Low signal-to-noise ratio automatic modulation recognition method based on CGDNN

基于CGDNN的低信噪比自动调制识别方法

Zhou Shunyong

Lu Huan

Hu Qin

Peng Ziyang

Zhang Hangling

automatic modulation recognition

wavelet threshold denoising

convolutional neural networks

gated recurrent unit

deep neural network

No. 8, 2024 : 2489-2495 doi:10.19734/j.issn.1001-3695.2023.11.0581

3

3D UNeXt: lightweight and efficient network for effective brain extraction

3D UNeXt:轻量级快速脑提取网络

Shen Hualei

Wang Qi

Shangguan Guoqing

Liu Dong

brain extraction

deep neural network

U-Net

multi-scale feature fusion

3D MLP

No. 6, 2024 : 1876-1881 doi:10.19734/j.issn.1001-3695.2023.09.0405

4

Deep neural network inpainting method based on optimized receptive field strategy

基于优化感受野策略的图像修复方法

Liu Enze

Liu Huaming

Wang Xiuyou

Bi Xuehui

autoencoder network

semantic consistency

receptive field

attention

coarse-fine inpainting

No. 6, 2024 : 1893-1900 doi:10.19734/j.issn.1001-3695.2023.09.0406

5

Distributed denial of service attack detection based on programming protocol-independent packet processors

基于可编程协议无关报文处理的分布式拒绝服务攻击检测

Liu Xiangju

Shang Linsong

Fang Xianjin

Lu Xiaobao

software defined network(SDN)

programmable data plane

programming protocol-independent packet processors(P4)

distributed denial of service(DDoS) attack

attack detection

deep neural network(DNN)

No. 7, 2022 : 2149-2155 doi:10.19734/j.issn.1001-3695.2021.12.0661

6

Vessel wall image segmentation based on dense connection and adaptive weighted loss

融合密集连接与自适应加权损失的血管壁图像分割

Gao Hongxia

Gao Wei

vessel wall image segmentation

deep neural network

dense connection module

adaptive weighted loss

boun-dary compactness constraint

No. 6, 2022 : 1905-1910 doi:10.19734/j.issn.1001-3695.2021.09.0440

7

Algorithm for simulating cardiac rhythm based on deep learning and its application

基于深度学习的心律模拟算法及其应用

Long Po

Chen Hao

He Jing

He Kun

heartbeat model

heartbeat control

numerical simulation

Van der Pol equation

deep neural networks

deep learning

No. 4, 2022 : 1162-1167 doi:10.19734/j.issn.1001-3695.2021.10.0420

8

Research on collective activity analysis model based on multilevel deep neural network architecture

基于多级深度网络架构的群体行为分析模型研究

Pei Lishen

Zhao Xuezhuan

Zhang Guohua

crowd activity recognition

deep neural network

transfer learning

long-short term memory neural network

temporal consistency detection

No. 3, 2022 : 931-937 doi:10.19734/j.issn.1001-3695.2021.06.0284

9

Recommendation model of deep neural network combining rating matrix and review text

融合评分矩阵和评论文本的深度神经网络推荐模型

Zhou Chuanhua

Yu Cai

Lu Yong

rating matrix

review text

convolutional neural network

multi-layer perceptron

data sparse

No. 4, 2021 : 1058-1061,1068 doi:10.19734/j.issn.1001-3695.2020.04.0089

10

Algorithm for defense adversarial example based on adaptive noise addition

基于自适应噪声添加的防御对抗样本算法

Liu Ye

Huang Xianying

Liu Wenxing

Zhu Xiaofei

Li Zhaoping

deep neural networks

image classification

adversarial example

adaptive noise

No. 3, 2021 : 764-769 doi:10.19734/j.issn.1001-3695.2020.03.0055

11

Improved learning resource recommendation algorithm of deep neural network based on MLP

基于MLP改进型深度神经网络学习资源推荐算法

Fan Haiwei

Shi Shuang

Zhang Bomin

Zhang Yanping

Lin Qi

Sun Huan

recommendation of learning resources

deep learning

convolutional neural network

word2vec

multi-layer perceptron(MLP)

No. 9, 2020 : 2629-2633 doi:10.19734/j.issn.1001-3695.2019.04.0109

12

Survey of few-shot learning based on deep neural network

基于深度神经网络的少样本学习综述

Li Xinye

Long Shenpeng

Zhu Jing

few-shot learning

data enhancement

migration learning

metric learning

meta learning

No. 8, 2020 : 2241-2247 doi:10.19734/j.issn.1001-3695.2019.03.0036

13

Anti-interference channel coding algorithm based on dynamic learning rate deep neural network

基于动态学习率深度神经网络的抗干扰信道编码算法

Xu Jianye

Yang Xiaopeng

Li Wei

Wang Honglin

channel coding

deep learning

AutoEncoder

learning rate

No. 7, 2020 : 2171-2174 doi:10.19734/j.issn.1001-3695.2018.12.0948

14

Uyghur sentiment classification based on multi-features and deep neural network

基于多特征和深度神经网络的维吾尔文情感分类

Maimaitiayifu

Wushouer Silamu

Aisikaer Aimudoula

Yang Wenzhong

Palidan Muhetaer

sentiment classification

bidirectional long short-term memory network(BiLSTM)

convolutional neural network(CNN)

attention mechanism

Uyghur

No. 5, 2020 : 1368-1374,1379 doi:10.19734/j.issn.1001-3695.2018.10.0809

15

Sensitive image detection method based on deep neural network and sparse semantics

利用稀疏语义结合双层深度卷积神经网络的敏感图像检测方法

Ruxianguli·Abudurexiti

Yasen·Aizezi

Sun Guozi

sensitive image detection

double-layer artificial neural network

deep learning algorithm

sparse semantic representation

bag of visual word(BoVW)

skin detector

No. 5, 2020 : 1557-1560,1565 doi:10.19734/j.issn.1001-3695.2018.11.0851

16

Hierarchical target detection and human body attitude estimation based on structured SVM and CNN

利用结构化SVM结合CNN的层次化目标检测与人体姿态估计方法

Sun Xinling

Zhang Hao

Zhao Li

human pose estimation

appearance model

deep neural network(DNN)

convolutional layer

structured SVM

No. 5, 2020 : 1566-1569,1581 doi:10.19734/j.issn.1001-3695.2018.11.0855

17

Image classification method based on D-MobileNet model

基于局部感受野扩张D-MobileNet模型的图像分类方法

Wang Wei

Zou Ting

Wang Xin

image classification

deep neural network

MobileNet

dilated convolution

D-MobileNet

No. 4, 2020 : 1261-1264,1270 doi:10.19734/j.issn.1001-3695.2018.10.0781

18

Study on classification algorithm of arrhythmia signals based on machine learning

基于机器学习的心律失常信号分类算法研究

Liu Teng

Tang Hong

Zhang Shibing

arrhythmia signal

classification and identification

wavelet transform

softmax regression

deep neural network

No. 3, 2020 : 940-943 doi:10.19734/j.issn.1001-3695.2018.07.0545

19

Uyghur text detection in natural scene based on improved single deep neural network

基于改进单深层神经网络的自然场景中维吾尔文检测

Peng Yong

Halidan·Abudureyimu

Ding Weichao

Uyghur text detection

single deep neural network

multi-scale features

No. 9, 2019 : 2876-2880 doi:10.19734/j.issn.1001-3695.2018.02.0187

20

Salient object detection algorithm based on structure-sensitive deep neural network

基于结构感知深度神经网络的显著性对象检测算法

Li Xin

Chen Leiting

Cai Hongbin

salient object detection

deep learning

saliency map

convolutional neural network(CNN)

object skeleton detection

No. 7, 2019 : 2195-2199 doi:10.19734/j.issn.1001-3695.2018.01.0064