Searchneural networkreturned 331 results

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1

Remain useful life prediction method of rolling bearings based on s-mclstm and dann

基于S-MCLSTM和DANN的滚动轴承剩余寿命预测方法

Dong Zhimin

Dong Jiechao

rolling bearing

remain useful life prediction

siamese multi convolutional long short-term memory

domain adversarial neural network

Accepted Paper No. 9, 2024 : doi:10.19734/j.issn.1001-3695.2023.12.0624

2

Lightweight image super-resolution reconstruction with multi-frequency feature and texture enhancement

基于多频特征和纹理增强的轻量化图像超分辨率重建

Liu Yuanyuan

Zhang Yuxin

Wang Xiaoyan

Zhu Lu

image super-resolution reconstruction

convolutional neural network

lightweight

multi-frequency feature extraction

local binary patterns algorithm

Accepted Paper No. 8, 2024 : doi:10.19734/j.issn.1001-3695.2023.09.0561

3

Polarization imaging camouflage target detection based on focused attention receptive field network

基于集中注意力接受场网络的偏振成像伪装目标检测

Xu Guoming

Chen Qizhi

Liu Qi

Ma Jian

Wang Feng

polarization image

camouflaged object segmentation

machine vision

convolutional neural networks

dataset

Accepted Paper No. 8, 2024 : doi:10.19734/j.issn.1001-3695.2023.10.0574

4

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 units

deep neural networks

Accepted Paper No. 8, 2024 : doi:10.19734/j.issn.1001-3695.2023.11.0581

5

Knowledge graph recommendation model with integrated meta-graph neighborhoods

融合元图邻域的知识图谱推荐模型

Zhang Bin

Hao Lixin

Zhang Guofang

recommendation model

knowledge graph

meta-graph

convolutional neural network

attention mechanism

Accepted Paper No. 8, 2024 : doi:10.19734/j.issn.1001-3695.2023.12.0610

6

Online-updating monocular visual odometry

一种在线更新的单目视觉里程计

Wang Mingmin

Dian Songyi

Zhong Yuzhong

visual odometry

monocular visual

online update

self-supervised deep learning

transformer neural network

Accepted Paper No. 7, 2024 : doi:10.19734/j.issn.1001-3695.2023.09.0512

7

Deep spiking neural network training method across spiking propagation

跨脉冲传播的深度脉冲神经网络训练方法

Zeng Jianxin

Chen Yunhua

Li Weiqi

Chen Pinghua

spiking neural networks

spike time dependency

error backpropagation

spiking neural network training algorithm

Accepted Paper No. 7, 2024 : doi:10.19734/j.issn.1001-3695.2023.11.0562

8

Intersection decision model based on ga-td3 algorithm

基于GA-TD3算法的交叉路口决策模型

Jiang Anni

Du Yu

Yuan Ying

Zhang Hao

Zhao Shixin

deep reinforcement learning

autonomous driving decision

intersection scenarios

recurrent neural network

attention mechanism

Accepted Paper No. 7, 2024 : doi:10.19734/j.issn.1001-3695.2023.10.0570

9

3d unext: lightweight and efficient network for effective brain extraction

3DUNeXt: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

Accepted Paper No. 6, 2024 : doi:10.19734/j.issn.1001-3695.2023.09.0405

10

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.

Accepted Paper No. 6, 2024 : doi:10.19734/j.issn.1001-3695.2023.09.0406

11

Building change detection in remote sensing images based on local-global feature coupling and boundary guidance

基于局部-全局特征耦合与边界引导的遥感图像建筑物变化检测

Zheng Jian

Chai Lankang

Yu Xiangchun

remote sensing images

change detection

convolutional neural network

transformer

feature coupling

boundary guidance

Accepted Paper No. 6, 2024 : doi:10.19734/j.issn.1001-3695.2023.09.0407

12

Watermarking for neural radiation fields by invertible neural network

基于可逆神经网络的神经辐射场水印

Sun Wenquan

Liu Jia

Dong Weina

Chen Lifeng

Niu Ke

invertible neural network

digital watermarking

neural radiation field

rendering

Accepted Paper No. 6, 2024 : doi:10.19734/j.issn.1001-3695.2023.10.0433

13

Multi-turn emotion dialogue generation model based on dual-decoder

基于双层解码的多轮情感对话生成模型

Luo Hong

Lu Haijun

Chen Juanjuan

Shen Yujie

Wang Dan

graph neural network encoder

attention mechanism

dual-decoder

dialogue generation

Accepted Paper No. 6, 2024 : doi:10.19734/j.issn.1001-3695.2023.10.0519

14

Improved neighborhood search algorithm based on graph neural network

一种基于图神经网络的改进邻域搜索算法

Wu Kang

Xia Wei

Wang Ziyuan

combinatorial optimization

CVRP

neighborhood search

graph attention network(GAT)

deep reinforcement learning(DRL)

No. 5, 2024 : 1402-1408 doi:10.19734/j.issn.1001-3695.2023.08.0410

15

Survey on regularization methods for convolutional neural network

卷积神经网络的正则化方法综述

Chen Kun

Wang Anzhi

convolutional neural network

regularization method

overfitting

generalization

No. 4, 2024 : 961-969 doi:10.19734/j.issn.1001-3695.2023.06.0347

16

Remaining useful life prediction of turbofan engines based on feature enhancement and spatio-temporal information embedding

基于特征增强与时空信息嵌入的涡扇发动机剩余寿命预测

Li Yongcheng

Li Wenxiao

Lei Yinjie

remaining useful life prediction

feature enhancement

spatio-temporal information embedding

convolutional neural network

No. 4, 2024 : 1001-1007 doi:10.19734/j.issn.1001-3695.2023.08.0364

17

Method for inhomogeneous multi-task reinforcement learning based on morphological information encoding by graph embedding

基于图嵌入编码形态信息的非均匀多任务强化学习方法

He Xiao

Wang Wenxue

multi-task reinforcement learning

graph neural network

variational graph autoencoder

morphology information encoding

transfer learning

No. 4, 2024 : 1022-1028 doi:10.19734/j.issn.1001-3695.2023.07.0373

18

CNN data quantization method based on reconfigurable array

基于可重构阵列的CNN数据量化方法

Zhu Jiayang

Jiang Lin

Li Yuancheng

Song Jia

Liu Shuai

convolutional neural network(CNN)

data quantization

reconfigurable structure

parallel mapping

acceleration ratio

No. 4, 2024 : 1070-1076 doi:10.19734/j.issn.1001-3695.2023.07.0378

19

Research on extrapolation of radar echo prediction sequence for rainfall prediction

面向降雨预报的雷达回波预测序列外推方法

Luo Jianwen

Zou Maoyang

Yang Hao

Chen Min

Yang Kangquan

radar echo extrapolation

deep learning

recurrent neural network(RNN)

No. 4, 2024 : 1138-1142 doi:10.19734/j.issn.1001-3695.2023.07.0377

20

Medical CT images inter-slice super-resolution algorithm based on deformation estimation and motion compensation

基于形变估计与运动补偿的医学CT图像层间超分辨率算法

Zheng Zhizhen

Zheng Qianying

Yu Jinling

inter-slice super-resolution

convolutional neural network

3D-medical images

deformation estimation

No. 4, 2024 : 1234-1238 doi:10.19734/j.issn.1001-3695.2023.07.0345

21

Visual-based reinforcement learning for digital chip global placement

基于视觉强化学习的数字芯片全局布局方法

Xu Fanfeng

Tong Minglei

global placement

deep reinforcement learning

computer vision

graph convolutional neural network

digital chip

No. 4, 2024 : 1270-1274 doi:10.19734/j.issn.1001-3695.2023.08.0385

22

Invertible grayscale method based on color coding and image steganography

基于颜色编码和图像隐写术的可逆灰度方法

Lin Huanran

Zhu Shanshan

Peng Lingxi

Peng Shaohu

Lin Yutong

Xie Xiang

invertible grayscale

color coding

image steganography

invertible neural network

No. 4, 2024 : 1275-1280 doi:10.19734/j.issn.1001-3695.2023.06.0384

23

Knowledge graph completion method for disentangled neighborhood information aggregation

解纠缠邻域信息聚合的知识图谱补全方法

Ma Haokai

Qi Yunsong

Wu Yubin

knowledge graph completion

graph neural network

disentangled neighborhood information

attention mechanism

No. 3, 2024 : 772-778 doi:10.19734/j.issn.1001-3695.2023.07.0294

24

XLNet-Transformer optimization method for Chinese-Malay low-resource neural machine translation based on deep coded attention

基于深度编码注意力的XLNet-Transformer汉-马低资源神经机器翻译优化方法

Zhan Siqi

Xu Zhizhan

Yang Wei

Xie Qianglai

neural network

Chinese-Malay machine translation

low resource

progressive unfreezing

pre-training

No. 3, 2024 : 799-804,810 doi:10.19734/j.issn.1001-3695.2023.08.0331

25

Design of depthwise separable neural network models and hardware accelerator for small-scale edge computing

面向小型边缘计算的深度可分离神经网络模型与硬件加速器设计

Meng Qunkang

Li Qiang

Zhao Feng

Zhuang Li

Wang Qiulin

Chen Kai

Luo Jun

Chang Sheng

edge computing

depthwise separable convolution

pipelined deployment

hardware accelerator

FPGA

No. 3, 2024 : 861-865,879 doi:10.19734/j.issn.1001-3695.2023.07.0335

26

Combining adversarial training and feature mixing for siamese network defense models

结合对抗训练和特征混合的孪生网络防御模型

Zhang Xinjun

Cheng Yuqing

siamese neural network

image classification

adversarial examples

adversarial train

attention mechanism

feature blending

No. 3, 2024 : 905-910 doi:10.19734/j.issn.1001-3695.2023.07.0318

27

Overview of oriented object detection based on deep learning in remote sensing

基于深度学习的遥感图像旋转目标检测研究综述

Chen Tianpeng

Hu Jianwen

convolutional neural network

deep learning

remote sensing image

rotated object detection

No. 2, 2024 : 329-340 doi:10.19734/j.issn.1001-3695.2023.06.0255

28

Review of deep learning-based multi-core cache prefetching research

深度学习在多核缓存预取中的应用研究综述

Zhang Jianxun

Qiao Xinyu

Lin Binghui

deep learning

data prefetching

multi-core architecture

cache optimization

neural network

research review

No. 2, 2024 : 341-347 doi:10.19734/j.issn.1001-3695.2023.05.0231

29

Interpretive subgraph generation model for knowledge graph link prediction task

面向知识图谱链接预测任务的解释子图生成模型

Yao Junping

Yuan Cong

Li Xiaojun

Guo Yi

Wang Hao

Zhou Zhijie

interpretability

knowledge graph(KG)

knowledge reasoning

graph neural network(GNN)

model-agnostic explanatory methods

No. 2, 2024 : 375-380 doi:10.19734/j.issn.1001-3695.2023.06.0260

30

Adaptive graph convolutional recommendation algorithm integrating user social relationships

融合用户社交关系的自适应图卷积推荐算法

Wang Guang

Yin Kai

graph convolutional neural network

attention mechanism

social relationships

recommendation system

No. 2, 2024 : 482-487 doi:10.19734/j.issn.1001-3695.2023.06.0249

31

Semi-supervised dynamic deep fusion neural network based soft sensor

基于半监督动态深度融合神经网络的软测量

Guo Xiaoping

Chong Jialin

Li Yuan

AutoEncoder

soft sensor

semi-supervised feature extraction

spatiotemporal information

gating neuron

No. 2, 2024 : 521-526 doi:10.19734/j.issn.1001-3695.2023.07.0276

32

Session-based recommendation algorithm based on hypergraph convolution network and target multi-intention perception

基于超图卷积网络和目标多意图感知的会话推荐算法

Wang Lunkang

Gao Maoting

graph neural network

session-based recommendation

intent disentanglement

attention mechanism

selfsupervised learning

No. 1, 2024 : 32-38,44 doi:10.19734/j.issn.1001-3695.2023.05.0199

33

Improved adaptive threshold algorithm for double threshold spiking neural network

用于双阈值脉冲神经网络的改进自适应阈值算法

Wang Haojie

Liu Chuang

spiking neural network

high precision conversion

dual-threshold memory neuron

adaptive threshold

No. 1, 2024 : 177-182,187 doi:10.19734/j.issn.1001-3695.2023.05.0210

34

Lightweight image steganography scheme based on invertible neural network

基于可逆网络的轻量化图像隐写方案

Sun Wenquan

Liu Jia

Niu Ke

Dong Weina

Chen Lifeng

invertible neural network

conceal

recover

steganography efficiency

No. 1, 2024 : 266-271 doi:10.19734/j.issn.1001-3695.2023.05.0215

35

Protein function prediction based on coevolutionary information and deep learning

基于协同进化信息和深度学习的蛋白质功能预测

Wang Jinlei

Ding Xueming

Qin Qiqi

Peng Boya

protein function

deep learning

coevolutionary information

language model

graph convolutional neural network

No. 12, 2023 : 3572-3577 doi:10.19734/j.issn.1001-3695.2023.04.0166

36

Speaker verification based on graph neural networks and multi-feature fusion

基于图神经网络与多特征融合的说话人验证模型

Cao Jialing

Chen Ning

speaker verification(SV)

graph neural network

pretraining

feature fusion

No. 12, 2023 : 3678-3682,3689 doi:10.19734/j.issn.1001-3695.2022.09.0544

37

Aspect-level multimodal sentiment analysis based on interaction graph neural network

基于交互图神经网络的方面级多模态情感分析

Li Li

Li Ping

aspect-level multimodal sentiment analysis

modal interaction graph neural network

graph attention network

No. 12, 2023 : 3683-3689 doi:10.19734/j.issn.1001-3695.2022.10.0532

38

Multi-action deep reinforcement learning based scheduling method for spinning machine manufacturing shop floor

基于多动作深度强化学习的纺机制造车间调度方法

Ji Zhiyong

Yuan Yiping

Ba Zhiyong

Fan Panpan

Tian Fang

spinning machine manufacturing shop scheduling

sequence-dependent setup time

deep reinforcement learning

graph neural network

multi-proximal policy optimization

maximum completion time

No. 11, 2023 : 3247-3253 doi:10.19734/j.issn.1001-3695.2023.03.0134

39

Research on house price forecasting model based on graph neural network and short-term memory model

基于图神经网络和长短期记忆模型的房价预测方法

Liu Xin

Du Hongli

Wen Daozhou

house price forecasting

graph convolutional networks

long short-term memory

spatiotemporal attention

No. 11, 2023 : 3282-3288 doi:10.19734/j.issn.1001-3695.2023.03.0104

40

Session recommendation method based on global graph diffusion and spatio-temporal awareness disentanglement

基于全局图扩散和时空感知的解缠绕会话推荐方法

Gao Rong

Zhou Hao

Shao Xiongkai

Wu Xinyun

recommendation system

deep learning

graph neural network

temporal pattern

user intention

No. 11, 2023 : 3294-3302 doi:10.19734/j.issn.1001-3695.2023.04.0126

41

Graph attention-based dual-branch method for social relationship recognition

一种基于图注意力的双分支社会关系识别方法

Li Huan

Chen Niannian

graph attention network

social relationship recognition

relationship reasoning

graph neural network

No. 11, 2023 : 3315-3320 doi:10.19734/j.issn.1001-3695.2023.03.0102

42

Stereo matching network based on multilevel cascaded recurrent

基于多层级联循环的立体匹配网络

Yang Xiuze

Pan Mingzhang

Li Jing

Liao Xiaolan

Wang Shuo

Liang Ke

stereo matching

depth estimation

attention

Transformer

convolutional neural network

No. 11, 2023 : 3462-3466 doi:10.19734/j.issn.1001-3695.2023.02.0043

43

Lightweight edge detection neural network with thinning edges

一种细化边缘的轻量级边缘检测神经网络

Pu Yingkai

Zhang Duzhen

local feature connection

MLP

edge detection

lightweight

No. 11, 2023 : 3485-3489 doi:10.19734/j.issn.1001-3695.2023.02.0122

44

Underwater image enhancement networks incorporating self-calibrated illumination frame

融合自校准照明框架的水下图像增强网络

Jiang Liubing

Mou Yujie

Che Li

Wu Yongman

underwater image enhancement

convolutional neural network

self-calibrated illumination

feature transformation

No. 11, 2023 : 3490-3495 doi:10.19734/j.issn.1001-3695.2023.04.0124

45

Millimeter wave sparse imaging algorithm based on depth expansion model

基于深度展开模型的毫米波稀疏成像算法

Che Li

Wu Yongman

Jiang Liubing

Mou Yujie

millimeter wave radar

sparse imaging

compressed sensing(CS)

depth expansion model

convolutional neural network(CNN)

No. 11, 2023 : 3496-3502 doi:10.19734/j.issn.1001-3695.2023.03.0121

46

Parallel deep convolution neural network optimization algorithm based on Spark and AMPSO

基于Spark和AMPSO的并行深度卷积神经网络优化算法

Liu Weiming

Luo Quancheng

Mao Yimin

Peng Zhe

parallel DCNN algorithm

Spark

PDCNN-SAMPSO algorithm

load balancing

No. 10, 2023 : 2957-2966 doi:10.19734/j.issn.1001-3695.2023.03.0083

47

GAT based heterogeneous graph neural network for social recommendation

基于图注意力的异构图社交推荐网络

Wu Xiangshuai

Sun Fuzhen

Zhang Wenlong

Zhang Zhiwei

Wang Shaoqing

recommendation system

graph attention neural network

social recommendation

influence diffusion

No. 10, 2023 : 3076-3081,3106 doi:10.19734/j.issn.1001-3695.2023.03.0085

48

Processing in memory deployment optimization algorithm based on deep reinforcement learning

基于深度强化学习的存内计算部署优化算法

Hu Yidi

Xia Yinshui

processing in memory

deep reinforce learning

neural network deployment

proximal policy optimization

intrinsic reward

No. 9, 2023 : 2616-2620 doi:10.19734/j.issn.1001-3695.2023.02.0047

49

Detection of new malicious users in social networks based on adaptive differential graph convolution

基于自适应差异化图卷积的社交网络新增恶意用户检测

Wu Zhenghao

Zeng Guosun

social network

user classification

machine learning

graph neural network

malicious user

No. 9, 2023 : 2820-2825 doi:10.19734/j.issn.1001-3695.2022.12.0835

50

Dual-metric siamese neural network for few-shot learning

面向小样本学习的双重度量孪生神经网络

Sun Tongfeng

Wang Kang

Hao Xu

few-shot learning

siamese network

double measures

feature extraction

local descriptors

No. 9, 2023 : 2851-2855 doi:10.19734/j.issn.1001-3695.2022.11.0807