Ausgabe 2/2020
Special Issue: Deep Learning for Multimodal Data Understanding and Application
Inhalt (40 Artikel)
Refocused Attention: Long Short-Term Rewards Guided Video Captioning
Jiarong Dong, Ke Gao, Xiaokai Chen, Juan Cao
An Abstract Painting Generation Method Based on Deep Generative Model
Mao Li, Jiancheng Lv, Jian Wang, Yongsheng Sang
Unsupervised Learning Approach for Abnormal Event Detection in Surveillance Video by Hybrid Autoencoder
Fuqiang Zhou, Lin Wang, Zuoxin Li, Wangxia Zuo, Haishu Tan
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
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
Construction of Retinal Vessel Segmentation Models Based on Convolutional Neural Network
Qiangguo Jin, Qi Chen, Zhaopeng Meng, Bing Wang, Ran Su
3D Model Retrieval Using Bipartite Graph Matching Based on Attention
Shanlin Sun, Yun Li, Yunfeng Xie, Zhicheng Tan, Xing Yao, Rongyao Zhang
Approximately Optimal Control of Discrete-Time Nonlinear Switched Systems Using Globalized Dual Heuristic Programming
Chaoxu Mu, Kaiju Liao, Ling Ren, Zhongke Gao
Radical and Stroke-Enhanced Chinese Word Embeddings Based on Neural Networks
Shirui Wang, Wenan Zhou, Qiang Zhou
An Analysis of Activation Function Saturation in Particle Swarm Optimization Trained Neural Networks
Cody Dennis, Andries P. Engelbrecht, Beatrice M. Ombuki-Berman
Bifurcation Mechanisation of a Fractional-Order Neural Network with Unequal Delays
Chengdai Huang, Jinde Cao
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
Synchronization of Stochastic Complex Dynamical Networks with Mixed Time-Varying Coupling Delays
M. Syed Ali, M. Usha, Ahmed Alsaedi, Bashir Ahmad
Conditional Generative Adversarial Networks with Multi-scale Discriminators for Prostate MRI Segmentation
Jun He, Xinke Li, Ninghui Liu, Shu Zhan
Fixed-Time Synchronization of Complex-Valued Memristor-Based Neural Networks with Impulsive Effects
Yanlin Zhang, Shengfu Deng
Feature Selection Method Based on Differential Correlation Information Entropy
Xiujuan Wang, Yixuan Yan, Xiaoyue Ma
Finite/Fixed-Time Bipartite Synchronization of Coupled Delayed Neural Networks Under a Unified Discontinuous Controller
Haocong Wu, Xia Wang, Xiaoyang Liu, Jinde Cao
Exponential Synchronization of Complex-Valued Neural Networks Via Average Impulsive Interval Strategy
Mei Liu, Zhanfeng Li, Haijun Jiang, Cheng Hu, Zhiyong Yu
SNRNet: A Deep Learning-Based Network for Banknote Serial Number Recognition
Zhijie Lin, Zhaoshui He, Peitao Wang, Beihai Tan, Jun Lu, Yulei Bai
Partial Pinning Control for the Synchronization of Fractional-Order Directed Complex Networks
Fengyi Liu, Yongqing Yang, Aihua Hu, Li Li
Content-Based Bipartite User-Image Correlation for Image Recommendation
Meng Jian, Ting Jia, Lifang Wu, Lei Zhang, Dong Wang
Flight Delay Prediction Using Deep Convolutional Neural Network Based on Fusion of Meteorological Data
Jingyi Qu, Ting Zhao, Meng Ye, Jiayi Li, Chao Liu
Time Series Prediction Method Based on Variant LSTM Recurrent Neural Network
Jiaojiao Hu, Xiaofeng Wang, Ying Zhang, Depeng Zhang, Meng Zhang, Jianru Xue
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
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
Semi-supervised Weighted Ternary Decision Structure for Multi-category Classification
Pooja Saigal, Reshma Rastogi, Suresh Chandra
Logic Negation with Spiking Neural P Systems
Daniel Rodríguez-Chavarría, Miguel A. Gutiérrez-Naranjo, Joaquín Borrego-Díaz
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
A Dynamic Programming Framework for Large-Scale Online Clustering on Graphs
Yantao Li, Xiang Zhao, Zehui Qu
Pathological lung segmentation based on random forest combined with deep model and multi-scale superpixels
Caixia Liu, Ruibin Zhao, Wangli Xie, Mingyong Pang
Spiking Neural Networks: Background, Recent Development and the NeuCube Architecture
Clarence Tan, Marko Šarlija, Nikola Kasabov