Volume 54, Number 1, February 2022
An Improved Attention and Hybrid Optimization Technique for Visual Question Answering.

Himanshu Sharma Anand Singh Jalal

Synchronization in Quaternion-Valued Neural Networks with Delay and Stochastic Impulses.

Chengsheng Li Jinde Cao Ardak Kashkynbayev

One-Dimensional Deep Convolutional Neural Network for Mineral Classification from Raman Spectroscopy.

Xiancheng Sang Ri-Gui Zhou Yaochong Li Shengjun Xiong

Competitive Non-negative Representation with Image Gradient Orientations for Face Recognition.

He-Feng Yin Xiao-Jun Wu Xiaoning Song

Ownership Recommendation via Iterative Adversarial Training.

Agyemang Paul Xunming Zhao Luping Fang Zhefu Wu

Further Results on Input-to-State Stability of Stochastic Cohen-Grossberg BAM Neural Networks with Probabilistic Time-Varying Delays.

A. Chandrasekar T. Radhika Quanxin Zhu

The Boundedness and the Global Mittag-Leffler Synchronization of Fractional-Order Inertial Cohen-Grossberg Neural Networks with Time Delays.

Zhiying Li Yuehong Zhang

Scale-Insensitive Object Detection via Attention Feature Pyramid Transformer Network.

Lingling Li Changwen Zheng Cunli Mao Haibo Deng Taisong Jin

Complex Valued Deep Neural Networks for Nonlinear System Modeling.

Mario Lopez-Pacheco Wen Yu

An Improved U-Net for Human Sperm Head Segmentation.

Qixian Lv Xinrong Yuan Jinzhao Qian Xinke Li Haiyan Zhang Shu Zhan

Tweet Retweet Prediction Based on Deep Multitask Learning.

Jing Wang Yue Yang

Model-Free Optimal Consensus Control for Multi-agent Systems Based on DHP Algorithm.

Haoen Shi Yanghe Feng Chaoxu Mu Yunkai Wu

Laplacian Generalized Eigenvalues Extreme Learning Machine.

Xue Wang Liming Yang

A Maximum Consensus Improvement Method for Group Decision Making Under Social Network with Probabilistic Linguistic Information.

Zhen Hua Huifeng Xue

Truncation: A New Approach to Neural Network Reduction.

Alexey A. Nevzorov Sergey V. Perchenko Dmitry A. Stankevich

Mapping and Consolidation of VMs Using Locust-Inspired Algorithms for Green Cloud Computing.

Mohammed Ala'Anzy Mohamed Othman

Meaningful Learning for Deep Facial Emotional Features.

Hajar Filali Jamal Riffi Ilyasse Aboussaleh Adnane Mohamed Mahraz Hamid Tairi

A Neurodynamic Algorithm for Energy Scheduling Game in Microgrid Distribution Networks.

Shifan Wen Xing He

PCA Dimensionality Reduction Method for Image Classification.

Baiting Zhao Xiao Dong Yongcun Guo Xiaofen Jia Yourui Huang

State Estimation for Genetic Regulatory Networks with Two Delay Components by Using Second-Order Reciprocally Convex Approach.

A. Chandrasekar T. Radhika Quanxin Zhu

A Privacy Preserving Based Multi-Biometric System for Secure Identification in Cloud Environment.

R. Megiba Jasmine J. Jasper

A New Convolutional Neural Network Architecture for Automatic Segmentation of Overlapping Human Chromosomes.

Sifan Song Tianming Bai Yanxin Zhao Wenbo Zhang Chunxiao Yang Jia Meng Fei Ma Jionglong Su

Multi-view Clustering Based on Low-rank Representation and Adaptive Graph Learning.

Yixuan Huang Qingjiang Xiao Shiqiang Du Yao Yu

Pseudo-State Estimation for Fractional Order Neural Networks.

Fengxian Wang Xinge Liu

SynSeq4ED: A Novel Event-Aware Text Representation Learning for Event Detection.

Tham Vo

Solving Mixed Variational Inequalities Via a Proximal Neurodynamic Network with Applications.

Xingxing Ju Hangjun Che Chuandong Li Xing He

Graph-Theoretic Method on Topology Identification of Stochastic Multi-weighted Complex Networks with Time-Varying Delayed Coupling Based on Adaptive Synchronization.

Huiling Chen Chunmei Zhang Qin Xu Yuli Feng

Synchronization of Discrete-Time Switched 2-D Systems with Markovian Topology via Fault Quantized Output Control.

Xue Qin Lei Shi Yi Zou Zhengwen Tu Xiaolin Xiong Xinsong Yang

A Novel Fast Fixed-Time Control Strategy and Its Application to Fixed-Time Synchronization Control of Delayed Neural Networks.

Xin Wang Jinde Cao Jiangtao Wang Jinshan Qi Qingying Sun

A Finite-Time Convergent Neural Network for Solving Time-Varying Linear Equations with Inequality Constraints Applied to Redundant Manipulator.

Ying Kong Tanglong Hu Jingsheng Lei Renji Han

Proposal-Based Graph Attention Networks for Workflow Detection.

Min Zhang Haiyang Hu Zhongjin Li Jie Chen

Detection of Copy-Move Forgery in Digital Image Using Multi-scale, Multi-stage Deep Learning Model.

Ankit Kumar Jaiswal Rajeev Srivastava

Mixed Time-Delayed Nonlinear Multi-agent Dynamic Systems for Asymptotic Stability and Non-fragile Synchronization Criteria.

A. Stephen Ramachandran Raja Jehad O. Alzabut Quanxin Zhu Michal Niezabitowski Ovidiu Bagdasar

EarNet: Biometric Embeddings for End to End Person Authentication System Using Transient Evoked Otoacoustic Emission Signals.

Akshath Varugeese A. Shahina Khadar Nawas A. Nayeemulla Khan

A Hybrid Modeling Method Based on Linear AR and Nonlinear DBN-AR Model for Time Series Forecasting.

Wenquan Xu Hui Peng Xiaoyong Zeng Feng Zhou Xiaoying Tian Xiaoyan Peng