SearchRNNreturned 10 results

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1

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

2

Multi-sensor fusion indoor localization method based on RNN

基于RNN的多传感器融合室内定位方法

Wang Gannan

Tian Xin

Wei Guoliang

Zhou Jun

indoor localization

recurrent neural network

particle filter

Wi-Fi fingerprint method

No. 12, 2021 : 3725-3729 doi:10.19734/j.issn.1001-3695.2021.04.0172

3

Dual-channel word vectors based ACRNN for text classification

基于双通道词向量的ACRNN文本分类

Xing Xin

Sun Guozi

text classification

bidirectional long short term memory network(Bi-LSTM)

convolutional neural network(CNN)

attention mechanism

dual-channel

word vector

No. 4, 2021 : 1033-1037 doi:10.19734/j.issn.1001-3695.2020.05.0127

4

3D reconstruction network based on multi-scale CNN-RNN

基于多尺度CNN-RNN的单图三维重建网络

Zhang Ji

Zheng Chuanzhe

3D reconstruction

deep learning

multiscale features

RNN

No. 11, 2020 : 3487-3491 doi:10.19734/j.issn.1001-3695.2019.08.0251

5

Multi-category text information classification with Text-CRNN+attention architecture

Text-CRNN+attention架构下的多类别文本信息分类

Lu Jian

Ma Chengxian

Yang Tengfei

Zhou Yanran

text classification

convolutional neural network(CNN)

recurrent neural network(RNN)

convolutional recurrent neural network(CRNN)

attention mechanism

No. 6, 2020 : 1693-1696,1701 doi:10.19734/j.issn.1001-3695.2018.12.0858

6

Sematic relation classification model via hierarchical recurrent neural network

基于叠层循环神经网络的语义关系分类模型

Hao Zhifeng

Chen Peihui

Cai Ruichu

Wen Wen

Wang Lijuan

H-RNN

multi-syntactic structure

Bi-Tree-LSTM

attention mechanism

relation classification

No. 1, 2020 : 135-139,157 doi:10.19734/j.issn.1001-3695.2018.06.0461

7

Generation of fuzzing test case based on recurrent neural networks

基于循环神经网络的模糊测试用例生成

Xu Peng

Liu Jiayong

Lin Bo

Sun Huiying

Lei Bin

deep learning

recurrent neural networks(RNN)

fuzzing test

long short-term memory(LSTM)

gate recurrent unit(GRU)

No. 9, 2019 : 2679-2685 doi:10.19734/j.issn.1001-3695.2018.03.0222

8

Rapid pedestrian detection based on generic object generation

基于似物目标的快速行人检测算法

Liu Qian

Li Ce

Yang Feng

Liu Libo

generic object proposal generation

histogram of oriented gradient(HOG)

binarized normed gradients(BING)

extreme learnng machine(ELM)

No. 7, 2019 : 2219-2222 doi:10.19734/j.issn.1001-3695.2018.01.0115

9

WLAN heterogeneous terminal location method based on DBSCAN-GRNN-LSSVR algorithm

基于DBSCAN-GRNN-LSSVR算法的WLAN异构终端定位方法

Zhang Yong

Fan Heng

Wang Yujie

WLAN indoor localization

heterogeneous terminal

LSSVR

DBSCAN

GRNN

No. 4, 2019 : 1174-1177 doi:10.19734/j.issn.1001-3695.2017.10.1007

10

Research and application of deep recurrent neural networks based voiceprint recognition

基于深度循环网络的声纹识别方法研究及应用

Yu Lingfei

Liu Qiang

voiceprint recognition

deep RNN

convolutional neural network(CNN)

spectrogram

No. 1, 2019 : 153-158 doi:10.19734/j.issn.1001-3695.2017.07.0661