Issue 8/2023
Content (72 Articles)
Dunhuang Mural Line Drawing Based on Multi-scale Feature Fusion and Sharp Edge Learning
Jianhua Wang, Jiacheng Li, Wenjie Liu, Shiqiang Du, Shengxia Gao
Gait Recognition in Different Terrains with IMUs Based on Attention Mechanism Feature Fusion Method
Mengxue Yan, Ming Guo, Jianqiang Sun, Jianlong Qiu, Xiangyong Chen
Joint Self-supervised Depth and Optical Flow Estimation towards Dynamic Objects
Zhengyang Lu, Ying Chen
Echo State Network Optimization: A Systematic Literature Review
Rebh Soltani, Emna Benmohamed, Hela Ltifi
Neural Network Inverse Optimal Control of Ground Vehicles
Riccardo Cespi, Stefano Di Gennaro, Bernardino Castillo-Toledo, Jorge Carlos Romero-Aragon, Ricardo Ambrocio Ramírez-Mendoza
Adversarial-Based Ensemble Feature Knowledge Distillation
Mingwen Shao, Shunhang Li, Zilu Peng, Yuantao Sun
Self-coloring-Driven Plume Source Localization Strategy for Multiple Robots Using Dirichlet Process Gaussian Mixture Model and Mutation Random Salp Swarm Algorithm
Zhenyu Guo, Jie Yuan, Shengshan Ma, Zhonghua Li, Qiong Wu
An Efficient Hybrid Graph Network Model for Traveling Salesman Problem with Drone
Yang Wang, Xiaoxiao Yang, Zhibin Chen
Adaptive Neural Network Fault-Tolerant Consensus Control for Multi-agent Systems with Time-Delay and Asymmetric Error Constraint
Fei Li, Fang Wang, Lirong Fan, Chao Zhou, Qun Zong
Weighting Approaches in Data Mining and Knowledge Discovery: A Review
Zahra Hajirahimi, Mehdi Khashei
EfficientU-Net: A Novel Deep Learning Method for Breast Tumor Segmentation and Classification in Ultrasound Images
Mohsin Furkh Dar, Avatharam Ganivada
CAM R-CNN: End-to-End Object Detection with Class Activation Maps
Shengchuan Zhang, Songlin Yu, Haixin Ding, Jie Hu, Liujuan Cao
Utilizing the Neural Renderer for Accurate 3D Face Reconstruction from a Single Image
Wei Wei, Danni Zhang, Huichen Wang, Xiaodong Duan, Chen Guo
Data-Free Quantization with Accurate Activation Clipping and Adaptive Batch Normalization
Yefei He, Luoming Zhang, Weijia Wu, Hong Zhou
Mixed Radial Basis Function Neural Network Training Using Genetic Algorithm
Taoufyq Elansari, Mohammed Ouanan, Hamid Bourray
A Robust Extreme Learning Machine Based on Adaptive Loss Function for Regression Modeling
Fangkun Zhang, Shuobo Chen, Zhenqu Hong, Baoming Shan, Qilei Xu
Self-training and Multi-level Adversarial Network for Domain Adaptive Remote Sensing Image Segmentation
Yilin Zheng, Lingmin He, Xiangping Wu, Chen Pan
On the Performance of new Higher Order Transformation Functions for Highly Efficient Dense Layers
Atharva Gundawar, Srishti Lodha, V. Vijayarajan, Balaji Iyer, V. B. Surya Prasath
A Neurodynamic Approach for Solving Robust Linear Programming under the Polyhedral Uncertainty Set
Jin Hu, Li He, Yiheng Peng, Chunna Zeng
Exponential Synchronization for Discrete-Time Delayed Neural Networks via Memory-Based Saturated Controller
Yonggang Chen, Nannan Zhang, Jiawei Yang, Xue Jiao
Normal Spatio-Temporal Information Enhance for Unsupervised Video Anomaly Detection
Jun Wang, Di Jia, Ziqing Huang, Miaohui Zhang, Xing Ren
Supervised Learning Strategy for Spiking Neurons Based on Their Segmental Running Characteristics
Xingjian Gu, Xin Shu, Jing Yang, Yan Xu, Haiyan Jiang, Xiangbo Shu
Order-Dependent Sampling Control of Uncertain Fractional-Order Neural Networks System
Chao Ge, Qi Zhang, Ruonan Zhang, Li Yang
General Decay Synchronization of Fuzzy Inertial Memristive Neural Networks with Discontinuous Activation Function
Huihui Chen, Minghui Jiang, Junhao Hu, Jin Yang
Hierarchical Task-Incremental Learning with Feature-Space Initialization Inspired by Neural Collapse
Qinhao Zhou, Xiang Xiang, Jing Ma
Window-Adjusted Common Spatial Pattern for Detecting Error-Related Potentials in P300 BCI
Zhihua Huang, Minghong Li, Wenming Zheng, Yingjie Wu, Kun Jiang, Huiru Zheng
A Hybrid Machine Learning Technique for Multiple Soft Biometric Based Dynamic Keystroke Pattern Recognition System
V. Shanmugavalli, S. Suresh Kumar, S. Nithya Kalyani
Edge-Aware Spatial Propagation Network for Multi-view Depth Estimation
Siyuan Xu, Qingshan Xu, Wanjuan Su, Wenbing Tao
An Efficient Hybrid Mine Blast Algorithm for Tackling Software Fault Prediction Problem
Mohammed Alweshah, Sofian Kassaymeh, Saleh Alkhalaileh, Mohammad Almseidin, Ibrahim Altarawni
Extreme Learning Machine Combining Hidden-Layer Feature Weighting and Batch Training for Classification
Chao Wu, Yu Sang, Yakun Gao
Image Denoising Network Based on Subband Information Sharing Using Dual-Tree Complex Wavelet
Kui Liu, Yiping Guo, Benyue Su
T-ADAF: Adaptive Data Augmentation Framework for Image Classification Network Based on Tensor T-product Operator
Feiyang Han, Yun Miao, Zhaoyi Sun, Yimin Wei
A Prompt Learning Based Intent Recognition Method on a Chinese Implicit Intent Dataset CIID
Shuhua Liu, Lanting Li, Ming Fang, Chih-Cheng Hung, Shihao Yang
Influence of Review Properties in the Usefulness Analysis of Consumer Reviews: A Review-Based Recommender System for Rating Prediction
Jingsheng Lei, Chensicong Zhu, Shengying Yang, Junxia Wang, YunXiang Yu
Analysis of Markovian Jump Stochastic Cohen–Grossberg BAM Neural Networks with Time Delays for Exponential Input-to-State Stability
T. Radhika, A. Chandrasekar, V. Vijayakumar, Quanxin Zhu
RGBT Tracking via Multi-stage Matching Guidance and Context integration
Kaixiang Yan, Changcheng Wang, Dongming Zhou, Ziwei Zhou
ContourNet: Research on Contour Based Nighttime Semantic Segmentation
Yang Yang, Changjiang Liu, Hao Li
Swin-Fusion: Swin-Transformer with Feature Fusion for Human Action Recognition
Tiansheng Chen, Lingfei Mo
Further Research on the Problems of Synchronization for Fractional-Order BAM Neural Networks in Octonion-Valued Domain
Jianying Xiao, Xiao Guo, Yongtao Li, Shiping Wen
Synchronization of Coupled Memristive Neural Network Based on Edge-Event Triggered Control
Letian An, Yongqing Yang, Rixu Hao, Li Li
Some New Gronwall-Type Integral Inequalities and their Applications to Finite-Time Stability of Fractional-Order Neural Networks with Hybrid Delays
Zhanying Yang, Jie Zhang, Junhao Hu, Jun Mei
Global Results on Exponential Stability of Neutral Cohen–Grossberg Neural Networks Involving Multiple Neutral and Discrete Time-Varying Delays: A Method Based on System Solutions
Xian Zhang, Zhongjie Zhang, Tingting Yu, Xin Wang
Vision-Aware Language Reasoning for Referring Image Segmentation
Fayou Xu, Bing Luo, Chao Zhang, Li Xu, Mingxing Pu, Bo Li
GSA4FDA: Deep Geometric and Statistic Alignment for Fewer Labeled Domain Adaptation
Yuying Cai, Baodi Liu, Xinghao Yang, Xiaoping Lu, Dapeng Tao, Weifeng Liu
Ehsinet: Efficient High-Order Spatial Interaction Multi-task Network for Adaptive Autonomous Driving Perception
Jianjun Yao, Yingzhao Li, Chongjun Liu, Ruizhuo Tang
Hybrid Impulsive Control Based Synchronization of Leakage and Multiple Delayed Fractional-Order Neural Networks with Parameter Mismatch
Xueqi Yao, Shouming Zhong, Yuanhua Du
Smaller World Models for Reinforcement Learning
Jan Robine, Tobias Uelwer, Stefan Harmeling
Modeling Character–Word Interaction via a Novel Mesh Transformer for Chinese Event Detection
Lu Dai, Bang Wang, Wei Xiang, Yijun Mo
MSARN: A Multi-scale Attention Residual Network for End-to-End Environmental Sound Classification
Fucai Hu, Peng Song, Ruhan He, Zhaoli Yan, Yongsheng Yu
LCDA-Net: Efficient Image Dehazing with Contrast-Regularized and Dilated Attention
Xun Luo, Shuo Cao, Zizheng Wang, Yiyang Chen
A Novel Spatio-Temporal Network of Multi-channel CNN and GCN for Human Activity Recognition Based on BAN
Jianning Wu, Qianghui Liu
Video Captioning Based on Cascaded Attention-Guided Visual Feature Fusion
Shuqin Chen, Li Yang, Yikang Hu
1T Spiking Neuron Using Ferroelectric Junctionless FET with Ultra-Low Energy Consumption of 24 aJ/Spike
Mudasir A. Khanday, Shazia Rashid, Farooq A. Khanday
A Robust Fixed-Time Piecewise Dynamic Network for Convex Programming
Dan Wang, Huiyun Li, Xin-Wei Liu
Dynamic Goal Tracking for Differential Drive Robot Using Deep Reinforcement Learning
Mahrukh Shahid, Semab Naimat Khan, Khawaja Fahad Iqbal, Sara Ali, Yasar Ayaz
Genetic Algorithm Optimized Grey-Box Modelling and Fuzzy Logic Controller for Tail-Actuated Robotic Fish
Palmani Duraisamy, Manigandan Nagarajan Santhanakrishnan, Rengarajan Amirtharajan
Exploring the Impact of Delay on Hopf Bifurcation of a Type of BAM Neural Network Models Concerning Three Nonidentical Delays
Peiluan Li, Rong Gao, Changjin Xu, Jianwei Shen, Shabir Ahmad, Ying Li
A Modified Convergence DDPG Algorithm for Robotic Manipulation
Seyed Reza Afzali, Maryam Shoaran, Ghader Karimian
Spiral Aquila Optimizer Based on Dynamic Gaussian Mutation: Applications in Global Optimization and Engineering
Liang Zeng, Ming Li, Junyang Shi, Shanshan Wang
Multi-scale Deep Feature Transfer for Automatic Video Object Segmentation
Zhen Yang, Qingxuan Shi, Yichuan Fang
Word-Context Attention for Text Representation
Chengkai Piao, Yuchen Wang, Yapeng Zhu, Jin-Mao Wei, Jian Liu
Def-Grasp: A Robot Grasping Detection Method for Deformable Objects Without Force Sensor
Xinyi Yu, Rui Huang, Chongliang Zhao, Libo Zhou, Linlin Ou