Search长短期记忆网络returned 19 results

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1

Cross-subject and cross-session EEG-based approach to emotion recognition

基于跨被试和跨会话的脑电信号情感识别方法

Shi Pengcheng

Wang Hailong

Liu Lin

EEG signals

domain-adaptive methods

multi-pronged self-attention mechanism

long short‑term memory network

emotion recognition

Accepted Paper No. 10, 2025 : doi:10.19734/j.issn.1001-3695.2025.03.0062

2

Remaining useful life prediction method of aero-engine based on auto-expandable LSTM model

基于可自动扩展的LSTM模型的航空发动机剩余寿命预测方法

Hu Likun

He Xujie

Yin Linfei

remaining useful life prediction

automatic expansion

aero-engines

long-short term memory network

submodule cascade

No. 8, 2023 : 2311-2322 doi:10.19734/j.issn.1001-3695.2023.01.0010

3

Public environment image caption generation based on Se-ResNet-50 feature encoder

基于Se-ResNet50特征编码器的公共环境图像描述生成

Tang Yu

He Zhiqin

Zhou Yuhui

Wu Qinmu

Wang Xiao

image caption of public environment

SeNet

ResNet-50

long short-term memory network

No. 6, 2023 : 1864-1869 doi:10.19734/j.issn.1001-3695.2022.09.0490

4

Multi-granularity relation detection incorporating global-local features

融合全局—局部特征的多粒度关系检测模型

Qiu Wanchun

Xu Jian

relation detection

attention mechanism

Bi-LSTM

KBQA

No. 2, 2023 : 476-480 doi:10.19734/j.issn.1001-3695.2022.07.0330

5

State prediction based deep reinforcement learning for traffic signal control

结合状态预测的深度强化学习交通信号控制

Tang Muyao

Zhou Dake

Li Tao

traffic signal control

state prediction

deep reinforcement learning

deep Q network

long short-term memory

No. 8, 2022 : 2311-2315 doi:10.19734/j.issn.1001-3695.2021.12.0704

6

Multi-dimensional time series data anomaly detection fusing statistical methods and bidirectional convolutional LSTM

融合统计方法和双向卷积LSTM的多维时序数据异常检测

Xia Ying

Han Xingyu

multi-dimensional time series data

anomaly detection

long short-term memory network

median filter

No. 5, 2022 : 1362-1367,1409 doi:10.19734/j.issn.1001-3695.2021.10.0451

7

Aspect level sentiment analysis based on distance and graph convolution network

基于距离与图卷积网络的方面级情感分析

Wu Haosheng

Miao Yuqing

Zhang Wanzhen

Zhou Ming

Wen Yimin

aspect level sentiment analysis

graph convolutional network

syntactic dependence

bidirectional long-short-term memory network

distance

No. 11, 2021 : 3274-3278,3321 doi:10.19734/j.issn.1001-3695.2021.04.0150

8

Novel multiclass classification framework with multi-branch LSTM and attention mechanism for mental workload evaluation

基于注意力机制的多分支LSTM心理负荷评估模型

Feng Yuan

Li Yanlei

Li Yifan

Zhang Bo

Ding Jinhong

Xia Likun

electroencephalogram(EEG)

mental workload

attention mechanism

long short-term memory(LSTM)

No. 11, 2021 : 3371-3375 doi:10.19734/j.issn.1001-3695.2021.04.0142

9

Prediction of bearing remaining useful life based on parallel CNN-SE-Bi-LSTM

基于并联CNN-SE-Bi-LSTM的轴承剩余使用寿命预测

Cao Zhengzhi

Ye Chunming

remaining useful life prediction

deep learning

bi-directional long-short term memory network

squeeze and excitation operations(SE-Net)

No. 7, 2021 : 2103-2107 doi:10.19734/j.issn.1001-3695.2020.08.0224

10

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

11

Method to solve Job-Shop scheduling problem using deep recurrent neural network model with embedded pointer network

嵌入指针网络的深度循环神经网络模型求解作业车间调度问题

Ren Jianfeng

Ye Chunming

long short-term memory(LSTM)

pointer network

attention mechanism

Job-Shop scheduling

No. 1, 2021 : 120-124,128 doi:10.19734/j.issn.1001-3695.2019.10.0602

12

Prediction of community evolution based on long-short term memory network

基于长短期记忆网络的社区演化预测

Jiang Lele

Liu Houquan

Zhang Nan

dynamic network

community evolution prediction

long-short term memory

No. 12, 2020 : 3599-3602,3617 doi:10.19734/j.issn.1001-3695.2019.09.0543

13

Automatic evaluation method for open domain dialogue systems

基于开放域对话系统的自动化评测方法研究

Wang Chunliu

Yang Yonghui

Lai Huiyuan

Deng Fei

dialogue system

open domain

automatic evaluate

long short term memory(LSTM)

attention mechanism

No. 5, 2020 : 1456-1459 doi:10.19734/j.issn.1001-3695.2018.10.0819

14

Research on speech recognition based on hybrid attention mechanism

基于混合式注意力机制的语音识别研究

Li Yeliang

Zhang Erhua

Tang Zhenmin

convolution

attention mechanism

global average pooling

LSTM

LAS model

No. 1, 2020 : 131-134 doi:10.19734/j.issn.1001-3695.2018.06.0492

15

TCM text relationship extraction model based on bidirectional LSTM and GBDT

基于双向LSTM和GBDT的中医文本关系抽取模型

Luo Jigen

Du Jianqiang

Nie Bin

Xiong Wangping

Liu Lei

He Jia

relationship extraction

LSTM

GBDT

attention mechanism

Chinese medicine text

No. 12, 2019 : 3744-3747 doi:10.19734/j.issn.1001-3695.2018.07.0420

16

Research on human fall behavior using CNN and LSTM-based hybrid model

基于CNN和LSTM混合模型的人体跌倒行为研究

She Xiangyang

Su Xuewei

falling behavior recognition

CNN

LSTM

time dimension

No. 12, 2019 : 3857-3859,3868 doi:10.19734/j.issn.1001-3695.2018.06.0424

17

Driver state detection framework based on temporal facial action information

基于时序性面部动作信息的驾驶员状态检测框架

Cui Ziyan

Wang Jianming

Jin Guanghao

abnormal driving

temporal information

facial action detection

LSTM network

No. 11, 2019 : 3476-3480 doi:10.19734/j.issn.1001-3695.2018.05.0356

18

Study of EEG signal classification based on deep learning for ADHD children and normal children

基于深度学习的ADHD儿童和正常儿童脑电信号分类研究

Tian Bofan

Yan Hanying

Wang Suhong

Zou Ling

interference control task experiment

ADHD

LSTM

No. 2, 2019 : 347-350 doi:10.19734/j.issn.1001-3695.2017.08.0870

19

Tree-structured networks based on polarity shifting and LSTM for sentences classification

基于极性转移和LSTM的树结构网络与句子分类

Wang Ran

Jin Zhong

neural networks

LSTM

tree-structure network

polarity shifting

sentence classification

No. 1, 2019 : 64-67 doi:10.19734/j.issn.1001-3695.2017.07.0669