Ausgabe 6/2023
Inhalt (77 Artikel)
NV2P-RCNN: Feature Aggregation Based on Voxel Neighborhood for 3D Object Detection
Weile Huo, Tao Jing, Shuang Ren
Designing Efficient and Lightweight Deep Learning Models for Healthcare Analysis
Mereke Baltabay, Adnan Yazici, Mark Sterling, Enver Ever
Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction
Ali Samadzadeh, Fatemeh Sadat Tabatabaei Far, Ali Javadi, Ahmad Nickabadi, Morteza Haghir Chehreghani
Single SiGe Transistor Based Energy-Efficient Leaky Integrate-and-Fire Neuron for Neuromorphic Computing
Mudasir A. Khanday, Farooq A. Khanday, Faisal Bashir
A Novel Regularization Paradigm for the Extreme Learning Machine
Yuao Zhang, Yunwei Dai, Qingbiao Wu
Multi-view Representation Induced Kernel Ensemble Support Vector Machine
Ebenezer Quayson, Ernest Domanaanmwi Ganaa, Qian Zhu, Xiang-Jun Shen
Cascaded Network Based on EfficientNet and Transformer for Deepfake Video Detection
Liwei Deng, Jiandong Wang, Zhen Liu
Mixture of Experts Residual Learning for Hamming Hashing
Jinyu Xu, Qing Xie, Jiachen Li, Yanchun Ma, Yuhan Liu
A Collaborative Filtering Recommendation Algorithm Based on Community Detection and Graph Neural Network
Jinfang Sheng, Qingqing Liu, Zhengang Hou, Bin Wang
An Innovative Information-Based Strategy for Epileptic EEG Classification
Atefeh Goshvarpour, Ateke Goshvarpour
Solving Emden–Fowler Equations Using Improved Extreme Learning Machine Algorithm Based on Block Legendre Basis Neural Network
Yunlei Yang, Yang Wu, Muzhou Hou, Jianshu Luo, Xiaoliang Xie
Hardware Spiking Neural Networks with Pair-Based STDP Using Stochastic Computing
Junxiu Liu, Yanhu Wang, Yuling Luo, Shunsheng Zhang, Dong Jiang, Yifan Hua, Sheng Qin, Su Yang
Adaptive Guidance and Attention-Refined Network for Fast Video Object Segmentation
Yaqian Li, Moran Li, Cunjun Xiao, Haibin Li
Adaptive Prompt Learning-Based Few-Shot Sentiment Analysis
Pengfei Zhang, Tingting Chai, Yongdong Xu
Semi-supervised Multi-view Clustering Based on Non-negative Matrix Factorization and Low-Rank Tensor Representation
Yao Yu, Baokai Liu, Shiqiang Du, Jinmei Song, Kaiwu Zhang
CCA-Based Fusion of Camera and Radar Features for Target Classification Under Adverse Weather Conditions
Fahad Jibrin Abdu, Yixiong Zhang, Zhenmiao Deng
Error Graph Regularized Nonnegative Matrix Factorization for Data Representation
Qiang Zhu, Meijun Zhou, Junping Liu
Sequential POI Recommend Based on Personalized Federated Learning
Qian Dong, Baisong Liu, Xueyuan Zhang, Jiangcheng Qin, Bingyuan Wang
Geometrically Preserved Dual Projections Learning for Multi-label Classification
Zhi-Feng Liu, Rui-Hang Cai, Timothy Apasiba Abeo, Cong-Hua Zhou, Xiang-Jun Shen
An Improved Fixed-Time Stability Theorem and its Application to the Synchronization of Stochastic Impulsive Neural Networks
Qingjie Wang, Hui Zhao, Aidi Liu, Sijie Niu, Xizhan Gao, Xiju Zong, Lixiang Li
Quasi-projective Synchronization Analysis of Delayed Caputo-Type BAM Neural Networks in the Complex Field
Xinbin Chen, Hai Zhang, Renyu Ye, Qinyun Lu, Jinde Cao
GSoANet: Group Second-Order Aggregation Network for Video Action Recognition
Zhenwei Wang, Wei Dong, Bingbing Zhang, Jianxin Zhang, Xiangdong Liu, Bin Liu, Qiang Zhang
Real-Time Traffic Sign Detection Based on Weighted Attention and Model Refinement
Zihao Jia, Shengkun Sun, Guangcan Liu
SATFace: Subject Agnostic Talking Face Generation with Natural Head Movement
Shuai Yang, Kai Qiao, Shuhao Shi, Jie Yang, Dekui Ma, Guoen Hu, Bin Yan, Jian Chen
Feature Correlation Transformer for Estimating Ambiguous Optical Flow
Guibiao Fang, Junhong Chen, Dayong Liang, Muhammad Asim, Frank Van Reeth, Luc Claesen, Zhenguo Yang, Wenyin Liu
Spiking Equilibrium Convolutional Neural Network for Spatial Urban Ontology
Palaniappan Sambandam, D. Yuvaraj, P. Padmakumari, Subbiah Swaminathan
Histo-Quartic Graph and Stack Entropy-Based Deep Neural Network Method for Brain and Tumor Segmentation
Kotagiri Srividya, B. Anilkumar, A. Mary Sowjanya
Learning Target Point Seeking Weights Spatial–Temporal Regularized Correlation Filters for Visual Tracking
Wen-Tao Jiang, Zi-Min Wang, Sheng-Chong Zhang, Zi-Qi Zhou
Enriching Word Information Representation for Chinese Cybersecurity Named Entity Recognition
Dongying Yang, Tao Lian, Wen Zheng, Cai Zhao
Natural Language Generation Using Sequential Models: A Survey
Abhishek Kumar Pandey, Sanjiban Sekhar Roy
A Linear Implementation of the Hodgkin–Huxley Neuron Model on FPGA Considering Its Dynamics
Yosef Khakipoor, Farnaz Khani, Ghader Karimian
Finite-Time Synchronization for Coupled Heterogeneous Complex Networks via Differential Inequality Way
Huaying Liao, Zhengqiu Zhang
Combined Finite-Time State Feedback Design for Discrete-Time Neural Networks with Time-Varying Delays and Disturbances
Yinghao Tong, Zhengyun Ren, Dongbing Tong, Zhiping Fan, Xue Feng
SiamADT: Siamese Attention and Deformable Features Fusion Network for Visual Object Tracking
Fasheng Wang, Ping Cao, Xing Wang, Bing He, Fuming Sun
Improving PLMs for Graph-to-Text Generation by Relational Orientation Attention
Tao Wang, Bo Shen, Jinglin Zhang, Yu Zhong
Improving Regularization in Deep Neural Networks by Co-adaptation Trace Detection
Hojjat Moayed, Eghbal G. Mansoori
Dual-Level Information Transfer for Visible-Thermal Person Re-identification
Junyu Song, Xile Wang, Kaifang Li, Miaohui Zhang
Aspect-Based Sentiment Analysis Using Adversarial BERT with Capsule Networks
Peng Yang, Penghui Zhang, Bing Li, Shunhang Ji, Meng Yi
Aggregating Deep Features of Multi-CNN Models for Image Retrieval
Yu-Wei Wang, Guang-Hai Liu, Qi-Lie Deng
Dynamic Feature Attention Network for Remote Sensing Image Dehazing
Yang Hao, Wenzong Jiang, Weifeng Liu, Weijia Cao, Baodi Liu
Hopf Bifurcation of General Fractional Delayed TdBAM Neural Networks
M. Rakshana, P. Balasubramaniam
Flow Learning Based Dual Networks for Low-Light Image Enhancement
Siyu Wang, Changhui Hu, Weilin Yi, Ziyun Cai, Mingliang Zhai, Wankou Yang
AMGAN: An Attribute-Matched Generative Adversarial Network for UAV Virtual Sample Generation
Zhigang Yang, Xinbo Jia, Yahui Shen, Yuanlan Yang, Huiyang Li, Wei Emma Zhang
Using Hamiltonian Neural Networks to Model Two Coupled Duffing Oscillators
Gordei Pribõtkin, Stefania Tomasiello
Fixed/Preassigned-Time Synchronization of Complex Variable BAM Neural Networks with Time-Varying Delays
Zhanheng Chen, Kailong Xiong, Cheng Hu
ACR-GNN: Adaptive Cluster Reinforcement Graph Neural Network Based on Contrastive Learning
Jianpeng Hu, Shengfu Ning, Meng Yan, Yifan Cao, Zhishen Nie, Ying Lin
Neighbor-Augmented Knowledge Graph Attention Network for Recommendation
Qi Wang, Hao Cui, Jiapeng Zhang, Yan Du, Yuan Zhou, Xiaojun Lu
An Unsupervised End-to-End Recursive Cascaded Parallel Network for Image Registration
Longjian Wang, Haijian Shao, Xing Deng
Hierarchical Neural Network with Serial Attention Mechanism for Review Sentiment Classifification
Hua Xiang, Zhang Jinjin, Zhao Peng, Mu Xiaodong
Partial-Neurons-Based State Estimation for Time-Varying Neural Networks Subject to Randomly Occurring Time Delays under Variance Constraint
Jun Hu, Yan Gao, Cai Chen, Junhua Du, Chaoqing Jia
A New Hybrid Cuckoo Quantum-Behavior Particle Swarm Optimization Algorithm and its Application in Muskingum Model
Xiongfa Mai, Han-Bin Liu, Li-Bin Liu
Data Augmentation Generated by Generative Adversarial Network for Small Sample Datasets Clustering
Hui Yu, Qiao Feng Wang, Jian Yu Shi
Unsupervised Saliency Detection via kNN Mechanism and Object-Biased Prior
Xin Zhou, Zhaohui Ren, Shihua Zhou, Tianzhuang Yu, Zeyu Jiang
Prototype Representation Expansion in Incremental Learning
Keming Mao, Yong Luo, Yitao Ren, Ruixiang Wang
Real-World Semantic Grasp Detection Using Ontology Features: Learning to Concentrate on Object Features
Mingshuai Dong, Yuxuan Bai, Shimin Wei, Xiuli Yu
Time Series Classification Based on Adaptive Feature Adjustment and Multi-scale AGRes2Net
Di Wu, Fei Peng, Chaozhi Cai, Xinbao Du
Fixed-Time Synchronization of Stochastic Complex-Valued Fuzzy Neural Networks with Memristor and Proportional Delays
Pan Wang, Xuechen Li, Jianquan Lu, Jungang Lou