Volume 53, Number 6, December 2021
Correction to: An Energy-Aware Trust and Opportunity Based Routing Algorithm in Wireless Sensor Networks Using Multipath Routes Technique.

Maryam Hajiee Mehdi Fartash Nafiseh Osati Eraghi

A Survey of Encoding Techniques for Signal Processing in Spiking Neural Networks.

Daniel Auge Julian Hille Etienne Mueller Alois C. Knoll

Residual Spatiotemporal Autoencoder with Skip Connected and Memory Guided Network for Detecting Video Anomalies.

S. Chandrakala V. Srinivas K. Deepak

Multilevel Attention Models for Drug Target Binding Affinity Prediction.

Nassima Aleb

Fuzzy Coefficient of Impulsive Intensity in a Nonlinear Impulsive Control System.

Babatunde Oluwaseun Onasanya Shiping Wen Yuming Feng Wei Zhang Jiong Xiong

Adaboost-based Integration Framework Coupled Two-stage Feature Extraction with Deep Learning for Multivariate Exchange Rate Prediction.

Jujie Wang Yu Chen

PSO Based Neuro-fuzzy Model for Secondary Structure Prediction of Protein.

Sana Akbar Kamal Raj Pardasani Nihar Ranjan Panda

Stability and Hopf Bifurcation Analysis of a General Tri-diagonal BAM Neural Network with Delays.

Tianshun Wang Yu Wang Zunshui Cheng

Neural Network for a Novel Disturbance Optimal Control Model for Inventory and Production Planning in a Four-Echelon Supply Chain with Reverse Logistic.

Alireza Pooya Amin Mansoori Mohammad Eshaghnezhad Shila Monazam Ebrahimpour

Multi-stage Genetic Algorithm and Deep Neural Network for Robot Execution Failure Detection.

Mohamed Elhadi Rahmani Abdelmalek Amine José Eduardo Fernandes

Time Analysis in Human Activity Recognition.

Manuel Gil-Martín Rubén San Segundo Fernando Fernández Martínez Javier Ferreiros López

Self-supervised Monocular Trained Depth Estimation Using Triplet Attention and Funnel Activation.

Xuezhi Xiang Xiangdong Kong Yujian Qiu Kaixu Zhang Ning Lv

Salp Swarm Optimizer for Modeling Software Reliability Prediction Problems.

Sofian Kassaymeh Salwani Abdullah Mohamad Al-Laham Mohammed Alweshah Mohammed Azmi Al-Betar Zalinda Othman

BSS Method Based on Wavelet Transform and Improved EASI Algorithm and Its Application in EMI.

Hongyi Li Wei Lin Di Zhao

Stack-based Scale-recurrent Network for Face Image Deblurring.

Yanqiu Wu Chaoqun Hong Xuebai Zhang Yifan He

Short Term Solar Power and Temperature Forecast Using Recurrent Neural Networks.

Venkateswarlu Gundu Sishaj P. Simon

Input-to-State Stability for Stochastic Delay Neural Networks with Markovian Switching.

Yumei Fan Huabin Chen

Subspace Clustering via Integrating Sparse Representation and Adaptive Graph Learning.

Zhiyang Gu Zhenghong Deng Yijie Huang De Liu Zhan Zhang

A New Result on Stability Analysis of Recurrent Neural Networks with Time-Varying Delay Based on an Extended Delay-Dependent Integral Inequality.

Guoqiang Tan Zhanshan Wang

Synchronization of Coupled Memristor Neural Networks with Time Delay: Positive Effects of Stochastic Delayed Impulses.

Lulu Li Yifan Sun Mengmeng Wang Wei Huang

Gradient-Based Training of Gaussian Mixture Models for High-Dimensional Streaming Data.

Alexander Gepperth Benedikt Pfülb

H∞ State Estimation for Round-Robin Protocol-Based Markovian Jumping Neural Networks with Mixed Time Delays.

Cong Zou Bing Li Shishi Du Xiaofeng Chen

Subspace Clustering with Block Diagonal Sparse Representation.

Xian Fang Ruixun Zhang Zhengxin Li Xiuli Shao

Finger Vein De-noising Algorithm Based on Custom Sample-Texture Conditional Generative Adversarial Nets.

Bifeng He Lei Shen Huaxia Wang Yudong Yao Guodong Zhao

CT-UNet: Context-Transfer-UNet for Building Segmentation in Remote Sensing Images.

Sheng Liu Huanran Ye Kun Jin Haohao Cheng

A Two-Step Classification Method Based on Collaborative Representation for Positive and Unlabeled Learning.

Yijin Wang Yali Peng Kai He Shigang Liu Jun Li

SRCNN-PIL: Side Road Convolution Neural Network Based on Pseudoinverse Learning Algorithm.

Mohammed A. B. Mahmoud Ping Guo Ahmed Fathy Kan Li

BERT Based Semi-Supervised Hybrid Approach for Aspect and Sentiment Classification.

Avinash Kumar Pranjal Gupta Raghunathan Balan Lalita Bhanu Murthy Neti Aruna Malapati

GAN Based Three-Stage-Training Algorithm for Multi-view Facial Expression Recognition.

Ziyang Han He Huang

Refine for Semantic Segmentation Based on Parallel Convolutional Network with Attention Model.

Gang Peng Shiqi Yang Hao Wang

Exposing DeepFake Videos Using Attention Based Convolutional LSTM Network.

Yishan Su Huawei Xia Qi Liang Weizhi Nie

Siamese Pre-Trained Transformer Encoder for Knowledge Base Completion.

Mengyao Li Bo Wang Jing Jiang

Poisonous Label Attack: Black-Box Data Poisoning Attack with Enhanced Conditional DCGAN.

Haiqing Liu Daoxing Li Yuancheng Li

BLSTM and CNN Stacking Architecture for Speech Emotion Recognition.

Dongdong Li Linyu Sun Xinlei Xu Zhe Wang Jing Zhang Wenli Du

Identification of Influential Nodes for Drone Swarm Based on Graph Neural Networks.

Qiang Wang Dongye Zhuang Haibin Xie

Two-Objective Filtering for Takagi-Sugeno Fuzzy Hopfield Neural Networks with Time-Variant Delay.

Qi Hu Lezhu Chen Jianping Zhou Zhen Wang

CCCIH: Content-consistency Coverless Information Hiding Method Based on Generative Models.

Qi Li Xingyuan Wang Xiaoyu Wang Yunqing Shi

Synchronization in Fixed Time for Reaction-Diffusion Quaternion-Valued NNs with Nonlinear Interconnected Protocol and Its Application.

Jingtao Man Xiaona Song Shuai Song

øverline pin-TSVM: A Robust Transductive Support Vector Machine and its Application to the Detection of COVID-19 Infected Patients.

Manisha Singla Debdas Ghosh K. K. Shukla

Intermittent Control Based Exponential Synchronization of Inertial Neural Networks with Mixed Delays.

Jiaojiao Hui Cheng Hu Juan Yu Haijun Jiang

New Results on Global Exponential Stability of Genetic Regulatory Networks with Diffusion Effect and Time-Varying Hybrid Delays.

Yinping Xie Ling Xiao Ming-Feng Ge Leimin Wang Gaohua Wang

Study on Neural Network Integration Method Based on Morphological Associative Memory Framework.

Naiqin Feng Xiuqin Geng Bin Sun

Correlation Projection for Analytic Learning of a Classification Network.

Huiping Zhuang Zhiping Lin Kar-Ann Toh

A Phase Control Method for the Dynamical Attractor of the HR Neuron Model: The Rotation-Transition Process and Its Experimental Realization.

Nimet Korkmaz

Self-Supervised Convolutional Subspace Clustering Network with the Block Diagonal Regularizer.

Maoshan Liu Yan Wang Zhicheng Ji

ParsBERT: Transformer-based Model for Persian Language Understanding.

Mehrdad Farahani Mohammad Gharachorloo Marzieh Farahani Mohammad Manthouri


Volume 53, Number 5, October 2021
Correction to: Recent Deep Learning Techniques, Challenges and Its Applications for Medical Healthcare System: A Review.

Saroj Kumar Pandey Rekh Ram Janghel

Correction to: Modeling Axonal Plasticity in Artificial Neural Networks.

James Ryland

Filippov FitzHugh-Nagumo Neuron Model with Membrane Potential Threshold Control Policy.

Tao Dong Huiyun Zhu

Online GBDT with Chunk Dynamic Weighted Majority Learners for Noisy and Drifting Data Streams.

Senlin Luo Weixiao Zhao Limin Pan

Observer-Based Adaptive NN Tracking Control for Nonstrict-Feedback Systems with Input Saturation.

Xiang Liu Dongbing Tong Qiaoyu Chen Wuneng Zhou Kaili Liao

Synchronization Control for Chaotic Neural Networks with Mixed Delays Under Input Saturations.

Liuyuan Chen Yonggang Chen Nannan Zhang

An advanced Hybrid Algorithm for Engineering Design Optimization.

Pooja Verma Raghav Prasad Parouha

A Novel Architecture with Separate Comparison and Interaction Modules for Chinese Semantic Sentence Matching.

Qidong Chen Jun Sun Yuan Zhao

Progressive Transfer Learning Approach for Identifying the Leaf Type by Optimizing Network Parameters.

Deepa Joshi Vidyanand Mishra Honey Srivastav Diksha Goel

PU Active Learning for Recommender Systems.

Jia-Lue Chen Jia-Jia Cai Yuan Jiang Sheng-Jun Huang

Common Spatial Pattern with L21-Norm.

Jingyu Gu Mengting Wei Yiyun Guo Haixian Wang

Finite Time Synchronization of Delayed Quaternion Valued Neural Networks with Fractional Order.

Weiwei Zhang Hongyong Zhao Chunlin Sha Yuan Wang

A faster and better robustness zeroing neural network for solving dynamic Sylvester equation.

Jianqiang Gong Jie Jin

Continuous-Time Varying Complex QR Decomposition via Zeroing Neural Dynamics.

Vasilios N. Katsikis Spyridon D. Mourtas Predrag S. Stanimirovic Yunong Zhang

Semi-Supervised Clustering for Financial Risk Analysis.

Yihan Han Tao Wang

Convolutional Feature Frequency Adaptive Fusion Object Detection Network.

Lin Mao Xuemeng Li Dawei Yang Rubo Zhang

Finite/Fixed-Time Synchronization of Delayed Inertial Memristive Neural Networks with Discontinuous Activations and Disturbances.

Haibin He Xiaoyang Liu Jinde Cao Nan Jiang

CSCNN: Cost-Sensitive Convolutional Neural Network for Encrypted Traffic Classification.

Shiva Soleymanpour Hossein Sadr Mojdeh Nazari Solimandarabi

ℋ∞ Synchronization and Robust ℋ∞ Synchronization of Coupled Neural Networks with Non-identical Nodes.

Yan-Li Huang Shanrong Lin Xiwei Liu

Anfis-Based Defect Severity Prediction on a Multi-Stage Gearbox Operating Under Fluctuating Speeds.

Inturi Vamsi Shreyas N G. R. Sabareesh

Improve Semi-supervised Learning with Metric Learning Clusters and Auxiliary Fake Samples.

Wei Zhou Cheng Lian Zhigang Zeng Bingrong Xu Yixin Su

Interval Neutrosophic Einstein Prioritized Normalized Weighted Geometric Bonferroni Mean Operator and its Application to Multicriteria Decision making.

Pankaj Kakati

Existence, Uniqueness and Stability of Mild Solutions to a Stochastic Nonlocal Delayed Reaction-Diffusion Equation.

Wenjie Hu Quanxin Zhu

Jacobi Neural Network Method for Solving Linear Differential-Algebraic Equations with Variable Coefficients.

Hongliang Liu Huini Liu Jie Xu Lijuan Li Jingwen Song

Named Entity Recognition by Using XLNet-BiLSTM-CRF.

Rongen Yan Xue Jiang Depeng Dang

An Optimization Technique for Solving a Class of Ridge Fuzzy Regression Problems.

Delara Karbasi Alireza Nazemi Mohammad Reza Rabiei

Improving Open Information Extraction with Distant Supervision Learning.

Jiabao Han Hongzhi Wang

Trajectory Association for Person Re-identification.

Dongyang Li Ruimin Hu Wenxin Huang Dengshi Li Xiaochen Wang Chenhao Hu

The Study of Sailors' Brain Activity Difference Before and After Sailing Using Activated Functional Connectivity Pattern.

Yuhu Shi Weiming Zeng Jin Deng Ying Li Jia Lu

Online Speech Enhancement by Retraining of LSTM Using SURE Loss and Policy Iteration.

Sriharsha Koundinya Abhijit Karmakar

A Neural Network Based System for Efficient Semantic Segmentation of Radar Point Clouds.

Alessandro Cennamo Florian Kästner Anton Kummert

Cross-Domain Polarity Models to Evaluate User eXperience in E-learning.

Rosario Sanchis-Font María José Castro Bleda José-Ángel González Ferran Pla Lluís-F. Hurtado

Opportunistic Activity Recognition in IoT Sensor Ecosystems via Multimodal Transfer Learning.

Oresti Banos Alberto Calatroni Miguel Damas Héctor Pomares Daniel Roggen Ignacio Rojas Claudia Villalonga

Knowledge Acquisition and Design Using Semantics and Perception: A Case Study for Autonomous Robots.

Cristiano Russo Kurosh Madani Antonio M. Rinaldi

Combining Embeddings of Input Data for Text Classification.

Zuzanna Parcheta Germán Sanchis-Trilles Francisco Casacuberta Robin Rendahl

Multimodal Machine Learning for Natural Language Processing: Disambiguating Prepositional Phrase Attachments with Images.

Sebastien Delecraz Leonor Becerra-Bonache Benoît Favre Alexis Nasr Frédéric Béchet

A Convolutional Neural Network Framework for Accurate Skin Cancer Detection.

Karl Thurnhofer-Hemsi Enrique Domínguez

Integrating Machine Learning Techniques in Semantic Fake News Detection.

Adrian M. P. Brasoveanu Razvan Andonie

Advanced neural network systems for solving complex real problems.

Olga Valenzuela Fernando Rojas Ignacio Rojas


Volume 53, Number 4, August 2021
Event-Based Projective Synchronization for Different Dimensional Complex Dynamical Networks with Unknown Dynamics by Using Data-Driven Scheme.

Wenjie Hu Luli Gao Tao Dong

Research on Robot Motion Planning Based on RRT Algorithm with Nonholonomic Constraints.

Yi Gan Bin Zhang Chao Ke Xiaofeng Zhu Weiming He Tohru Ihara

Grading of Knee Osteoarthritis Using Convolutional Neural Networks.

D. R. Sarvamangala Raghavendra V. Kulkarni

Finite-Time Synchronization for a Coupled Fuzzy Neutral-Type Rayleigh System.

Famei Zheng

A Robust Segmentation Method Based on Improved U-Net.

Gang Sha Junsheng Wu Bin Yu

Why Does Regularization Help with Mitigating Poisoning Attacks?

Farhad Farokhi

Deep Learning with ConvNet Predicts Imagery Tasks Through EEG.

Gokhan Altan Apdullah Yayik Yakup Kutlu

A Hybrid Multi-gene Genetic Programming with Capuchin Search Algorithm for Modeling a Nonlinear Challenge Problem: Modeling Industrial Winding Process, Case Study.

Malik Braik

Attention Refined Network for Human Pose Estimation.

Xiangyang Wang Jiangwei Tong Rui Wang

An Energy-Aware Trust and Opportunity Based Routing Algorithm in Wireless Sensor Networks Using Multipath Routes Technique.

Maryam Hajiee Mehdi Fartash Naiseh Osati Eraghi

Boundary Adjusted Network Based on Cosine Similarity for Temporal Action Proposal Generation.

Jingye Zheng Dihu Chen Haifeng Hu

An Effective Principal Singular Triplets Extracting Neural Network Algorithm.

Xiaowei Feng Xiangyu Kong Zhongying Xu Boyang Du

Application of Coupled LDA-KPCA and BO-MKRVM Model to Predict Coal and Gas Outbursts.

Xuning Liu Guoying Zhang Zixian Zhang Genshan Zhang Zhixiang Li Hongqiang Hu

Multi-object Tracking Method Based on Efficient Channel Attention and Switchable Atrous Convolution.

Xuezhi Xiang Wenkai Ren Yujian Qiu Kaixu Zhang Ning Lv

Adaptive Synchronization Control and Parameters Identification for Chaotic Fractional Neural Networks with Time-Varying Delays.

Yeguo Sun Yihong Liu

CloudU-Netv2: A Cloud Segmentation Method for Ground-Based Cloud Images Based on Deep Learning.

Chaojun Shi Yatong Zhou Bo Qiu

Spatio-Temporal Learning for Video Deblurring based on Two-Stream Generative Adversarial Network.

Liyao Song Quan Wang Haiwei Li Jiancun Fan Bingliang Hu

Numerical Solution of Fractional Order Advection Reaction Diffusion Equation with Fibonacci Neural Network.

Kushal Dhar Dwivedi Rajeev

DDV: A Taxonomy for Deep Learning Methods in Detecting Prostate Cancer.

Abeer Alsadoon Ghazi Al-Naymat Omar Hisham Alsadoon P. W. C. Prasad

Classification of Alzheimer's Disease Using Deep Convolutional Spiking Neural Network.

Regina Esi Turkson Hong Qu Cobbinah Bernard Mawuli Moses J. Eghan

The Kuramoto Model: The Stability Conditions in the Presence of Phase Shift.

Reza Farhangi Mohammad Taghi Hamidi Beheshti

Lung Cancer Prediction Using Stochastic Diffusion Search (SDS) Based Feature Selection and Machine Learning Methods.

S. Shanthi N. Rajkumar

A Safe Semi-supervised Classification Algorithm Using Multiple Classifiers Ensemble.

Jianhua Zhao Ning Liu

Application of Meta-learning Framework Based on Multiple-Capsule Intelligent Neural Systems in Image Classification.

Qingjun Wang Gang Wang Guangjie Kou Mujun Zang Harry Wang

Cerebrum Tumor Segmentation of High Resolution Magnetic Resonance Images Using 2D-Convolutional Network with Skull Stripping.

R. Pitchai Ch Madhu Babu P. Supraja Mahesh Kumar Challa

Fault Diagnosis of Fuel System Based on Improved Extreme Learning Machine.

Hairui Wang Wanting Jing Ya Li Hongwei Yang

Multimedia Imaging Model of Information System Based on Self-Organizing Capsule Neural Network and Game Theory.

Daming Li Lianbing Deng Qinglang Su

Brain Tumor Segmentation Using Deep Learning and Fuzzy K-Means Clustering for Magnetic Resonance Images.

R. Pitchai P. Supraja A. Helen Victoria M. Madhavi

A City Monitoring System Based on Real-Time Communication Interaction Module and Intelligent Visual Information Collection System.

Daming Li Bin Qin Wenjian Liu Lianbing Deng

Intelligent Crime Prevention and Control Big Data Analysis System Based on Imaging and Capsule Network Model.

Yijun Cai Dian Li Yuyue Wang

An Efficient Mammogram Image Retrieval System Using an Optimized Classifier.

Sonia Jenifer Rayen R. Subhashini

VR Design of Public Facilities in Historical Blocks Based on BP Neural Network.

Linying Kang Wenyao Zhu Gab-Geun Yoon

Burn Image Recognition of Medical Images Based on Deep Learning: From CNNs to Advanced Networks.

Xianjun Wu Heming Chen Xiaoli Wu Shunjun Wu Jinbo Huang

Urban Landscape Ecological Design and Stereo Vision Based on 3D Mesh Simplification Algorithm and Artificial Intelligence.

Xi Fan Bo Zhou Harry Haoxiang Wang

Introducing the Visual Imaging Feature to the Text Analysis: High Efficient Soft Computing Models with Bayesian Network.

Yiping Du

Canonical Correlation Analysis Based Hyper Basis Feedforward Neural Network Classification for Urban Sustainability.

Anandakumar Haldorai Arulmurugan Ramu

Special Issue: Capsule Networks and Imaging Science (CNIS).

P. Karuppusmay Fuqian Shi Yong Shi


Volume 53, Number 3, June 2021
Editorial Expression of Concern: No-Reference Video Quality Assessment Based on the Temporal Pooling of Deep Features.

Domonkos Varga

A Survey of Algorithmic and Hardware Optimization Techniques for Vision Convolutional Neural Networks on FPGAs.

Arish Sateesan Sharad Sinha Smitha K. G. A. P. Vinod

Wasserstein Distance-Based Auto-Encoder Tracking.

Long Xu Ying Wei Chenhe Dong Chuaqiao Xu Zhaofu Diao

NRIC: A Noise Removal Approach for Nonlinear Isomap Method.

Mahwish Yousaf Muhammad Saadat Shakoor Khan Tanzeel U. Rehman Shamsher Ullah Jing Li

Related Study Based on Otsu Watershed Algorithm and New Squeeze-and-Excitation Networks for Segmentation and Level Classification of Tea Buds.

Fang Qi Zuoqi Xie Zhe Tang Huarong Chen

A New Method for Separating EMI Signal Based on CEEMDAN and ICA.

Di Zhao Kunchang Li Hongyi Li

Performance of Genetic Algorithm and Levenberg Marquardt Method on Multi-Mother Wavelet Neural Network Training for 3D Huge Meshes Deformation: A Comparative Study.

Naziha Dhibi Chokri Ben Amar

Multi-Objective Memetic Algorithms with Tree-Based Genetic Programming and Local Search for Symbolic Regression.

Jiayu Liang Yu Xue

Exponential Synchronization of Stochastic Neural Networks with Time-Varying Delays and Lévy Noises via Event-Triggered Control.

Danni Lu Dongbing Tong Qiaoyu Chen Wuneng Zhou Jun Zhou Shigen Shen

Multi-residual Connection Network for Edge Detection.

Yin Wang Lide Wang Ji Qiu Yu Hen Hu

Approximate Analytic Solution of Burger Huxley Equation Using Feed-Forward Artificial Neural Network.

Shagun Panghal Manoj Kumar

A Comprehensive Study on VLAD.

Xin Li Lei Zhang Zhiping Jian Liyun Zuo

Feature Extraction via Sparse Fuzzy Difference Embedding (SFDE) for Robust Subspace Learning.

Minghua Wan Xichen Wang Guowei Yang Hao Zheng Wei Huang

User's Review Habits Enhanced Hierarchical Neural Network for Document-Level Sentiment Classification.

Jie Chen Jingying Yu Shu Zhao Yanping Zhang

Sampling Active Learning Based on Non-parallel Support Vector Machines.

Xijiong Xie

Global convergence of Negative Correlation Extreme Learning Machine.

Carlos Perales-González

Weighted Discriminative Sparse Representation for Image Classification.

Zhen Liu Xiao-Jun Wu Zhenqiu Shu Hefeng Yin Zhe Chen

Estimation of the Domain of Attraction of Discrete-Time Impulsive Cohen-Grossberg Neural Networks Model With Impulse Input Saturation.

Zixiang Shen Chuandong Li Yi Li

Attention-Based Deep Gated Fully Convolutional End-to-End Architectures for Time Series Classification.

Mehak Khan Hongzhi Wang Alladoumbaye Ngueilbaye

Extraction of Competitive Factors in a Competitor Analysis Using an Explainable Neural Network.

Younghoon Lee

Formal Derivation of Mesh Neural Networks with Their Forward-Only Gradient Propagation.

Federico A. Galatolo Mario G. C. A. Cimino Gigliola Vaglini

Pre-Training Acquisition Functions by Deep Reinforcement Learning for Fixed Budget Active Learning.

Yusuke Taguchi Hideitsu Hino Keisuke Kameyama

Detection-Oriented Backbone Trained from Near Scratch and Local Feature Refinement for Small Object Detection.

Zhiwei Yan Huicheng Zheng Ye Li Lvran Chen

Enhanced Non-parametric Sequence-based Learning Algorithm for Outlier Detection in the Internet of Things.

Abel Efetobor Edje Shaffie Muhammad Abd Latiff Weng Howe Chan

Enhancing Top-N Recommendation Using Stacked Autoencoder in Context-Aware Recommender System.

Shanmugasundaram Abinaya M. K. Kavitha Devi

Exponential Synchronization of Delayed Switching Genetic Oscillator Networks via Mode-Dependent Partial Impulsive Control.

Guang Ling Ming-Feng Ge Yu-Han Tong Qingju Fan

Balanced Gradient Training of Feed Forward Networks.

Son Nguyen Michael T. Manry

Multi-object Spatial-Temporal Anomaly Detection Using an LSTM-Based Framework.

Jin Ning Leiting Chen Chuan Zhou Defu Liu

Human Activity Recognition by Using Different Deep Learning Approaches for Wearable Sensors.

Çagatay Berke Erdas Selda Güney

A Wiener Causality Defined by Divergence.

Junya Chen Jianfeng Feng Wenlian Lu

N2SkyC: User Friendly and Efficient Neural Network Simulation Fostering Cloud Containers.

Aliaksandr Adamenko Andrii Fedorenko Benjamin Nussbaum Erich Schikuta

Analysis of Effect of Weight Variation on SNN Chip with PCM-Refresh Method.

Akiyo Nomura Megumi Ito Atsuya Okazaki Masatoshi Ishii SangBum Kim Junka Okazawa Kohji Hosokawa Wilfried Haensch

An Effective Microscopic Detection Method for Automated Silicon-Substrate Ultra-microtome (ASUM).

Long Cheng Weizhou Liu

Integrating Classical Control into Reinforcement Learning Policy.

Ye Huang Chaochen Gu Xinping Guan

Two Matrix-Type Projection Neural Networks for Matrix-Valued Optimization with Application to Image Restoration.

Lingmei Huang Youshen Xia Liqing Huang Songchuan Zhang

Global Optimization of Binary Quadratic Programming: A Neural Network Based Algorithm and Its FPGA Implementation.

Shenshen Gu Xinyi Chen Lin Wang


Volume 53, Number 2, April 2021
Meta-Heuristic Algorithms-Tuned Elman vs. Jordan Recurrent Neural Networks for Modeling of Electron Beam Welding Process.

Debasish Das Amit Kumar Das Abhishek Rudra Pal Sanjib Jaypuria Dilip Kumar Pratihar Gour Gopal Roy

Deep Neural Network to Predict Answer Votes on Community Question Answering Sites.

Pradeep Kumar Roy

Prescribed-Time Synchronization of Coupled Memristive Neural Networks with Heterogeneous Impulsive Effects.

Yuangui Bao Yijun Zhang Baoyong Zhang Yu Guo

Kernelized Linear Autoencoder.

Angshul Majumdar

New Results for Prediction of Chaotic Systems Using Deep Recurrent Neural Networks.

José de Jesús Serrano-Pérez Guillermo Fernández-Anaya Salvador Carrillo-Moreno Wen Yu

Symbolic Regression Based Extreme Learning Machine Models for System Identification.

Basak Esin Köktürk Güzel Selami Beyhan

Generalized Twin Support Vector Machines.

Hossein Moosaei Saeed Ketabchi Mohamad Razzaghi Muhammad Tanveer

Compact Deep Color Features for Remote Sensing Scene Classification.

Rao Muhammad Anwer Fahad Shahbaz Khan Jorma Laaksonen

Beetle Antennae Search Strategy for Neural Network Model Optimization with Application to Glomerular Filtration Rate Estimation.

Qing Wu Zeyu Chen Dechao Chen Shuai Li

Stability of Fractional Order Fuzzy Cellular Neural Networks with Distributed Delays via Hybrid Feedback Controllers.

Ajendra Singh Jitendra Nath Rai

Multitask Classification Method Based on Label Correction for Breast Tumor Ultrasound Images.

Zhantao Cao Guowu Yang Xiaoyu Li Qin Chen Jinzhao Wu

Global Exponential Dissipativity of Impulsive Recurrent Neural Networks with Multi-proportional Delays.

Liqun Zhou

Multi-layer Representation Learning and Its Application to Electronic Health Records.

Shan Yang Xiangwei Zheng Cun Ji Xuanchi Chen

Person Re-Identification Based on Graph Relation Learning.

Hao Wang Xiao-Jun Bi

Information Bottleneck Theory on Convolutional Neural Networks.

Junjie Li Ding Liu

Deep Learning Guided Double Hidden Layer Neural Synchronization Through Mutual Learning.

Arindam Sarkar

Spatial Rough Intuitionistic Fuzzy C-Means Clustering for MRI Segmentation.

R. Kala P. Deepa

A Vary-Parameter Convergence-Accelerated Recurrent Neural Network for Online Solving Dynamic Matrix Pseudoinverse and its Robot Application.

Xiaoxiao Li Shuai Li Zhihao Xu Xuefeng Zhou

Smart Animal Detection and Counting Framework for Monitoring Livestock in an Autonomous Unmanned Ground Vehicle Using Restricted Supervised Learning and Image Fusion.

Sundaram Divya Meena Loganathan Agilandeeswari

aiTPR: Attribute Interaction-Tensor Product Representation for Image Caption.

Chiranjib Sur

Perceptual Monocular Depth Estimation.

Janice Pan Alan C. Bovik

Emotion Analysis on Text Using Multiple Kernel Gaussian...

Angel Deborah S T. T. Mirnalinee S. Milton Rajendram

Augmented Online Sequential Quaternion Extreme Learning Machine.

Shuai Zhu Hui Wang Hui Lv Huisheng Zhang

KTBoost: Combined Kernel and Tree Boosting.

Fabio Sigrist

Modeling Axonal Plasticity in Artificial Neural Networks.

James Ryland

Image Captioning with Dense Fusion Connection and Improved Stacked Attention Module.

Hegui Zhu Ru Wang Xiangde Zhang

Multi-objective Optimization Based Recursive Feature Elimination for Process Monitoring.

Shivendra Singh Anubha Agrawal Hariprasad Kodamana Manojkumar Ramteke

Infrared Handprint Classification Using Deep Convolution Neural Network.

Zijie Zhou Baofeng Zhang Yu Xiao

Exponential Synchronization of Nonlinear Multi-weighted Complex Dynamic Networks with Hybrid Time Varying Delays.

S. Aadhithiyan Ramachandran Raja Quanxin Zhu Jehad O. Alzabut Michal Niezabitowski C. P. Lim

Estimating the Optimal Number of Clusters Via Internal Validity Index.

Shibing Zhou Fei Liu Wei Song

Illustrative Discussion of MC-Dropout in General Dataset: Uncertainty Estimation in Bitcoin.

Ismail Alarab Simant Prakoonwit Mohamed Ikbal Nacer

Quantized Sampled-Data Control for Exponential Stabilization of Delayed Complex-Valued Neural Networks.

Xiaohong Wang Zhen Wang Jianwei Xia Qian Ma

Robust Discriminant Projection Via Joint Margin and Locality Structure Preservation.

Min Meng Yu Liu Jigang Wu

Synchronization of Fractional Order Neutral Type Fuzzy Cellular Neural Networks with Discrete and Distributed Delays via State Feedback Control.

M. Syed Ali M. Hymavathi

Mutated Cleavages of Images for Stealth Disclosure: A Hopfield Neural Network Attractor (HNNA) Approach.

Lakshmi Chandrasekaran Karuppusamy Thenmozhi C. Venkatesan A. Seshadhri John Bosco Balaguru Rayappan Rengarajan Amirtharajan

State Estimation for Markovian Coupled Neural Networks with Multiple Time Delays Via Event-Triggered Mechanism.

Yangling Wang Jinde Cao Haijun Wang

Quasi-Synchronization of Fractional-Order Complex-Valued Memristive Recurrent Neural Networks with Switching Jumps Mismatch.

Shuai Zhang Yongqing Yang Li Li Dinghui Wu


Volume 53, Number 1, February 2021
Correction to: Fukunaga-Koontz Convolutional Network with Applications on Character Classification.

Bernardo B. Gatto Eulanda Miranda dos Santos Kazuhiro Fukui Waldir S. S. Junior Kenny V. dos Santos

Online Social Network Security: A Comparative Review Using Machine Learning and Deep Learning.

Chanchal Kumar Taran Singh Bharati Shiv Prakash

Mean Square Stabilization of Neural Networks with Weighted Try once Discard Protocol and State Observer.

Linxiang Qi Kaibo Shi Chengdong Yang Shiping Wen

(μ , ν )-Pseudo Almost Automorphic Solutions of Neutral Type Clifford-Valued High-Order Hopfield Neural Networks with D Operator.

Chaouki Aouiti Farah Dridi Qing Hui Emmanuel Moulay

Complete Stacked Denoising Auto-Encoders for Regression.

María-Elena Fernández-García José-Luis Sancho-Gómez Antonio Ros-Ros Aníbal R. Figueiras-Vidal

An Improved Finite Time Convergence Recurrent Neural Network with Application to Time-Varying Linear Complex Matrix Equation Solution.

Jie Jin

Network-Based H∞ Filtering for Descriptor Markovian Jump Systems with a Novel Neural Network Event-Triggered Scheme.

Yuzhong Wang Tie Zhang Si Chen Junchao Ren

Use of Neural Network Based Prediction Algorithms for Powering Up Smart Portable Accessories.

Zakria Qadir Enver Ever Canras Batunlu

Deep Neural Networks Regularization Using a Combination of Sparsity Inducing Feature Selection Methods.

Fatemeh Farokhmanesh Mohammad Taghi Sadeghi

Deep CNN for Brain Tumor Classification.

Wadhah Ayadi Wajdi Elhamzi Imen Charfi Mohamed Atri

Object Reconstruction Based on Attentive Recurrent Network from Single and Multiple Images.

Zishu Gao En Li Zhe Wang Guodong Yang Jiwu Lu Bo Ouyang Dawei Xu Zize Liang

Bifurcations Induced by Self-connection Delay in High-Order Fractional Neural Networks.

Chengdai Huang Jinde Cao

Manifold Preserving CNN for Pixel-Based Object Labelling in Images for High Dimensional Feature spaces.

Vishal Srivastava Bhaskar Biswas

Robust Passivity and Stability Analysis of Uncertain Complex-Valued Impulsive Neural Networks with Time-Varying Delays.

Grienggrai Rajchakit Ramalingam Sriraman

The Future of Human Activity Recognition: Deep Learning or Feature Engineering?

Ria Kanjilal Ismail Uysal

Computation of CNN's Sensitivity to Input Perturbation.

Lin Xiang Xiaoqin Zeng Shengli Wu Yanjun Liu Baohua Yuan

Multi-class support vector machine based on the minimization of class variance.

Zhiqiang Zhang Zeqian Xu Junyan Tan Hui Zou

On Regularization Based Twin Support Vector Regression with Huber Loss.

Umesh Gupta Deepak Gupta

Political Optimizer Based Feedforward Neural Network for Classification and Function Approximation.

Qamar Askari Irfan Younas

Online Support Vector Regression Based Adaptive NARMA-L2 Controller for Nonlinear Systems.

Kemal Uçak Gülay Öke Günel

Design of Stochastic Passivity and Passification for Delayed BAM Neural Networks with Markov Jump Parameters via Non-uniform Sampled-Data Control.

Nallappan Gunasekaran M. Syed Ali

Label-Embedding Bi-directional Attentive Model for Multi-label Text Classification.

Naiyin Liu Qianlong Wang Jiangtao Ren

Identification of Nonlinear Dynamical System Based on Raised-Cosine Radial Basis Function Neural Networks.

Guo Luo Zhi Yang Choujun Zhan Qizhi Zhang

Stick-Breaking Dependent Beta Processes with Variational Inference.

Zehui Cao Jing Zhao Shiliang Sun

Densemask RCNN: A Hybrid Model for Skin Burn Image Classification and Severity Grading.

C. Pabitha B. Vanathi

Finite-Time Stabilization of Memristive Neural Networks with Time Delays.

Leimin Wang Jie Wu Xinmei Wang

Leader-Following Mean Square Consensus of Stochastic Multi-agent Systems via Periodically Intermittent Event-Triggered Control.

Xiaoying Liu Hongbo Fu Lei Liu

Joint Spectral Clustering based on Optimal Graph and Feature Selection.

Jinting Zhu Julian Jang-Jaccard Tong Liu Jukai Zhou

Real-Time Lossy Audio Signal Reconstruction Using Novel Sliding Based Multi-instance Linear Regression/Random Forest and Enhanced CGPANN.

Nadia Masood Khan Gul Muhammad Khan

Context Module Based Multi-patch Hierarchical Network for Motion Deblurring.

Kang Tang Dahong Xu Hong Liu Zhixin Zeng

A Novel Enhanced Naïve Bayes Posterior Probability (ENBPP) Using Machine Learning: Cyber Threat Analysis.

Ayan Sentuna Abeer Alsadoon P. W. C. Prasad Maha Saadeh Omar Hisham Alsadoon

Estimating the Depth of Anesthesia During the Induction by a Novel Adaptive Neuro-Fuzzy Inference System: A Case Study.

Najmeh Jamali Ahmad Sadegheih M. M. Lotfi Lincoln C. Wood Javad Mohammad Ebadi

A New Varying-Parameter Design Formula for Solving Time-Varying Problems.

Predrag S. Stanimirovic Vasilios N. Katsikis Dimitrios Gerontitis

Evolved Fuzzy Min-Max Neural Network for Unknown Labeled Data and its Application on Defect Recognition in Depth.

Yanjuan Ma Jinhai Liu Yan Zhao

Leader-Following Consensus of Non-linear Multi-agent Systems with Interval Time-Varying Delay via Impulsive Control.

M. Syed Ali R. Agalya Zeynep Orman Sabri Arik

Delay-Dependent Criteria for Global Exponential Stability of Time-Varying Delayed Fuzzy Inertial Neural Networks.

Dengdi Chen Fanchao Kong

On the Selection of the Regularization Parameter in Stacking.

Tadayoshi Fushiki

Systematic Homonym Detection and Replacement Based on Contextual Word Embedding.

Younghoon Lee

Exploring Implicit and Explicit Geometrical Structure of Data for Deep Embedded Clustering.

Xiaofei Zhu Khoi Duy Do Jiafeng Guo Jun Xu Stefan Dietze