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Zeitschrift

Neural Processing Letters

Neural Processing Letters 2/2020

Ausgabe 2/2020

Special Issue: Deep Learning for Multimodal Data Understanding and Application

Inhaltsverzeichnis ( 40 Artikel )

08.04.2019 | Ausgabe 2/2020

Refocused Attention: Long Short-Term Rewards Guided Video Captioning

Jiarong Dong, Ke Gao, Xiaokai Chen, Juan Cao

15.06.2019 | Ausgabe 2/2020

An Abstract Painting Generation Method Based on Deep Generative Model

Mao Li, Jiancheng Lv, Jian Wang, Yongsheng Sang

04.10.2019 | Ausgabe 2/2020

Unsupervised Learning Approach for Abnormal Event Detection in Surveillance Video by Hybrid Autoencoder

Fuqiang Zhou, Lin Wang, Zuoxin Li, Wangxia Zuo, Haishu Tan

07.02.2019 | Ausgabe 2/2020

A Multi-modality Sensor System for Unmanned Surface Vehicle

Hao Liu, Jie Nie, Yingjian Liu, Yingying Wu, Hanxing Wang, Fangchao Qu, Wei Liu, Yangyang Li

13.02.2019 | Ausgabe 2/2020

Hierarchical Temporal Fusion of Multi-grained Attention Features for Video Question Answering

Shaoning Xiao, Yimeng Li, Yunan Ye, Long Chen, Shiliang Pu, Zhou Zhao, Jian Shao, Jun Xiao

04.03.2019 | Ausgabe 2/2020

Construction of Retinal Vessel Segmentation Models Based on Convolutional Neural Network

Qiangguo Jin, Qi Chen, Zhaopeng Meng, Bing Wang, Ran Su

16.04.2019 | Ausgabe 2/2020

Pairwise Generalization Network for Cross-Domain Image Recognition

Y. B. Liu, T. T. Han, Z. Gao

08.01.2020 | Ausgabe 2/2020

3D Model Retrieval Using Bipartite Graph Matching Based on Attention

Shanlin Sun, Yun Li, Yunfeng Xie, Zhicheng Tan, Xing Yao, Rongyao Zhang

18.02.2019 | Ausgabe 2/2020

Hierarchical Deep Neural Network for Image Captioning

Yuting Su, Yuqian Li, Ning Xu, An-An Liu

07.01.2020 | Ausgabe 2/2020

State Estimation of Static Neural Networks with Mixed Delay

Shuchen Wu, Xiuping Han, Xiaodi Li

30.07.2020 | Ausgabe 2/2020

Approximately Optimal Control of Discrete-Time Nonlinear Switched Systems Using Globalized Dual Heuristic Programming

Chaoxu Mu, Kaiju Liao, Ling Ren, Zhongke Gao

04.07.2020 | Ausgabe 2/2020

Radical and Stroke-Enhanced Chinese Word Embeddings Based on Neural Networks

Shirui Wang, Wenan Zhou, Qiang Zhou

25.07.2020 | Ausgabe 2/2020

An Analysis of Activation Function Saturation in Particle Swarm Optimization Trained Neural Networks

Cody Dennis, Andries P. Engelbrecht, Beatrice M. Ombuki-Berman

01.07.2020 | Ausgabe 2/2020

Super-Resolution Based Automatic Diagnosis of Retinal Disease Detection for Clinical Applications

V. Anoop, P. R. Bipin

02.07.2020 | Ausgabe 2/2020

Bifurcation Mechanisation of a Fractional-Order Neural Network with Unequal Delays

Chengdai Huang, Jinde Cao

06.07.2020 | Ausgabe 2/2020

Improved Stabilization Results for Markovian Switching CVNNs with Partly Unknown Transition Rates

Qiang Li, Jinling Liang

20.07.2020 | Ausgabe 2/2020

A Novel Combined Model for Short-Term Electric Load Forecasting Based on Whale Optimization Algorithm

Zhihao Shang, Zhaoshuang He, Yanru Song, Yi Yang, Lian Li, Yanhua Chen

12.07.2020 | Ausgabe 2/2020

Synchronization of Stochastic Complex Dynamical Networks with Mixed Time-Varying Coupling Delays

M. Syed Ali, M. Usha, Ahmed Alsaedi, Bashir Ahmad

02.09.2020 | Ausgabe 2/2020

Conditional Generative Adversarial Networks with Multi-scale Discriminators for Prostate MRI Segmentation

Jun He, Xinke Li, Ninghui Liu, Shu Zhan

22.07.2020 | Ausgabe 2/2020

Fixed-Time Synchronization of Complex-Valued Memristor-Based Neural Networks with Impulsive Effects

Yanlin Zhang, Shengfu Deng

22.07.2020 | Ausgabe 2/2020

A New Fixed-Time Stability Criterion and Its Application to Synchronization Control of Memristor-Based Fuzzy Inertial Neural Networks with Proportional Delay

Yadan Zhang, Minghui Jiang, Xue Fang

27.07.2020 | Ausgabe 2/2020

Robust Subspace Clustering via Latent Smooth Representation Clustering

Xiaobo Xiao, Lai Wei

01.08.2020 | Ausgabe 2/2020

Feature Selection Method Based on Differential Correlation Information Entropy

Xiujuan Wang, Yixuan Yan, Xiaoyue Ma

27.07.2020 | Ausgabe 2/2020

Finite/Fixed-Time Bipartite Synchronization of Coupled Delayed Neural Networks Under a Unified Discontinuous Controller

Haocong Wu, Xia Wang, Xiaoyang Liu, Jinde Cao

01.08.2020 | Ausgabe 2/2020

Exponential Synchronization of Complex-Valued Neural Networks Via Average Impulsive Interval Strategy

Mei Liu, Zhanfeng Li, Haijun Jiang, Cheng Hu, Zhiyong Yu

31.07.2020 | Ausgabe 2/2020

Hyper Autoencoders

Derya Soydaner

26.07.2020 | Ausgabe 2/2020

SNRNet: A Deep Learning-Based Network for Banknote Serial Number Recognition

Zhijie Lin, Zhaoshui He, Peitao Wang, Beihai Tan, Jun Lu, Yulei Bai

27.07.2020 | Ausgabe 2/2020

Partial Pinning Control for the Synchronization of Fractional-Order Directed Complex Networks

Fengyi Liu, Yongqing Yang, Aihua Hu, Li Li

01.08.2020 | Ausgabe 2/2020

Content-Based Bipartite User-Image Correlation for Image Recommendation

Meng Jian, Ting Jia, Lifang Wu, Lei Zhang, Dong Wang

31.07.2020 | Ausgabe 2/2020

Flight Delay Prediction Using Deep Convolutional Neural Network Based on Fusion of Meteorological Data

Jingyi Qu, Ting Zhao, Meng Ye, Jiayi Li, Chao Liu

30.07.2020 | Ausgabe 2/2020

Time Series Prediction Method Based on Variant LSTM Recurrent Neural Network

Jiaojiao Hu, Xiaofeng Wang, Ying Zhang, Depeng Zhang, Meng Zhang, Jianru Xue

30.07.2020 | Ausgabe 2/2020

A Review of Dynamic Maps for 3D Human Motion Recognition Using ConvNets and Its Improvement

Zhimin Gao, Pichao Wang, Huogen Wang, Mingliang Xu, Wanqing Li

06.08.2020 | Ausgabe 2/2020

A Novel Solution of Using Deep Learning for White Blood Cells Classification: Enhanced Loss Function with Regularization and Weighted Loss (ELFRWL)

Jaya Basnet, Abeer Alsadoon, P. W. C. Prasad, Sarmad Al Aloussi, Omar Hisham Alsadoon

07.08.2020 | Ausgabe 2/2020

Semi-supervised Weighted Ternary Decision Structure for Multi-category Classification

Pooja Saigal, Reshma Rastogi, Suresh Chandra

31.07.2020 | Ausgabe 2/2020

Logic Negation with Spiking Neural P Systems

Daniel Rodríguez-Chavarría, Miguel A. Gutiérrez-Naranjo, Joaquín Borrego-Díaz

05.08.2020 | Ausgabe 2/2020

Unsupervised Optical Flow Estimation Based on Improved Feature Pyramid

Bo Yang, Huan Xie, Hongbin Li, Nuohan Li, Anchang Liu, Zhigang Ren, Kuan Ye, Rong Zhu, Xuezhi Xiang

09.08.2020 | Ausgabe 2/2020

A Dynamic Programming Framework for Large-Scale Online Clustering on Graphs

Yantao Li, Xiang Zhao, Zehui Qu

07.08.2020 | Ausgabe 2/2020

Pathological lung segmentation based on random forest combined with deep model and multi-scale superpixels

Caixia Liu, Ruibin Zhao, Wangli Xie, Mingyong Pang

17.08.2020 | Ausgabe 2/2020

Label Embedding for Multi-label Classification Via Dependence Maximization

Yachong Li, Youlong Yang

13.08.2020 | Ausgabe 2/2020

Spiking Neural Networks: Background, Recent Development and the NeuCube Architecture

Clarence Tan, Marko Šarlija, Nikola Kasabov

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