Journal: Neural Processing Letters

Volume 53, Issue 6

3831 -- 3847Mehrdad Farahani, Mohammad Gharachorloo, Marzieh Farahani, Mohammad Manthouri. ParsBERT: Transformer-based Model for Persian Language Understanding
3849 -- 3875Maoshan Liu, Yan Wang 0049, Zhicheng Ji. Self-Supervised Convolutional Subspace Clustering Network with the Block Diagonal Regularizer
3877 -- 3892Nimet Korkmaz. A Phase Control Method for the Dynamical Attractor of the HR Neuron Model: The Rotation-Transition Process and Its Experimental Realization
3893 -- 3914Huiping Zhuang, Zhiping Lin, Kar-Ann Toh. Correlation Projection for Analytic Learning of a Classification Network
3915 -- 3945Naiqin Feng, Xiuqin Geng, Bin Sun. Study on Neural Network Integration Method Based on Morphological Associative Memory Framework
3947 -- 3963Yinping Xie, Ling Xiao, Ming-Feng Ge, Leimin Wang, Gaohua Wang. New Results on Global Exponential Stability of Genetic Regulatory Networks with Diffusion Effect and Time-Varying Hybrid Delays
3965 -- 3979Jiaojiao Hui, Cheng Hu 0005, Juan Yu 0001, Haijun Jiang. Intermittent Control Based Exponential Synchronization of Inertial Neural Networks with Mixed Delays
3981 -- 4010Manisha Singla, Debdas Ghosh, K. K. Shukla. øverline pin-TSVM: A Robust Transductive Support Vector Machine and its Application to the Detection of COVID-19 Infected Patients
4011 -- 4036Jingtao Man, Xiaona Song, Shuai Song. Synchronization in Fixed Time for Reaction-Diffusion Quaternion-Valued NNs with Nonlinear Interconnected Protocol and Its Application
4037 -- 4046Qi Li, Xingyuan Wang, Xiaoyu Wang, Yunqing Shi 0001. CCCIH: Content-consistency Coverless Information Hiding Method Based on Generative Models
4047 -- 4071Qi Hu, Lezhu Chen, Jianping Zhou, Zhen Wang. Two-Objective Filtering for Takagi-Sugeno Fuzzy Hopfield Neural Networks with Time-Variant Delay
4073 -- 4096Qiang Wang, Dongye Zhuang, Haibin Xie. Identification of Influential Nodes for Drone Swarm Based on Graph Neural Networks
4097 -- 4115Dongdong Li, Linyu Sun, Xinlei Xu, Zhe Wang, Jing Zhang, Wenli Du. BLSTM and CNN Stacking Architecture for Speech Emotion Recognition
4117 -- 4142Haiqing Liu, Daoxing Li, Yuancheng Li. Poisonous Label Attack: Black-Box Data Poisoning Attack with Enhanced Conditional DCGAN
4143 -- 4158Mengyao Li, Bo Wang, Jing Jiang. Siamese Pre-Trained Transformer Encoder for Knowledge Base Completion
4159 -- 4175Yishan Su, Huawei Xia, Qi Liang 0004, Weizhi Nie. Exposing DeepFake Videos Using Attention Based Convolutional LSTM Network
4177 -- 4188Gang Peng, Shiqi Yang, Hao Wang. Refine for Semantic Segmentation Based on Parallel Convolutional Network with Attention Model
4189 -- 4205Ziyang Han, He Huang 0001. GAN Based Three-Stage-Training Algorithm for Multi-view Facial Expression Recognition
4207 -- 4224Avinash Kumar, Pranjal Gupta, Raghunathan Balan, Lalita Bhanu Murthy Neti, Aruna Malapati. BERT Based Semi-Supervised Hybrid Approach for Aspect and Sentiment Classification
4225 -- 4237Mohammed A. B. Mahmoud, Ping Guo 0002, Ahmed Fathy, Kan Li. SRCNN-PIL: Side Road Convolution Neural Network Based on Pseudoinverse Learning Algorithm
4239 -- 4255Yijin Wang, Yali Peng, Kai He, Shigang Liu, Jun Li 0033. A Two-Step Classification Method Based on Collaborative Representation for Positive and Unlabeled Learning
4257 -- 4277Sheng Liu, Huanran Ye, Kun Jin, Haohao Cheng. CT-UNet: Context-Transfer-UNet for Building Segmentation in Remote Sensing Images
4279 -- 4292Bifeng He, Lei Shen, HuaXia Wang, Yudong Yao, Guodong Zhao. Finger Vein De-noising Algorithm Based on Custom Sample-Texture Conditional Generative Adversarial Nets
4293 -- 4312Xian Fang, Ruixun Zhang, Zhengxin Li, Xiuli Shao. Subspace Clustering with Block Diagonal Sparse Representation
4313 -- 4330Cong Zou, Bing Li 0003, Shishi Du, Xiaofeng Chen. ∞ State Estimation for Round-Robin Protocol-Based Markovian Jumping Neural Networks with Mixed Time Delays
4331 -- 4348Alexander Gepperth, Benedikt Pfülb. Gradient-Based Training of Gaussian Mixture Models for High-Dimensional Streaming Data
4349 -- 4364Lulu Li, Yifan Sun, Mengmeng Wang, Wei Huang. Synchronization of Coupled Memristor Neural Networks with Time Delay: Positive Effects of Stochastic Delayed Impulses
4365 -- 4375Guoqiang Tan, Zhanshan Wang. A New Result on Stability Analysis of Recurrent Neural Networks with Time-Varying Delay Based on an Extended Delay-Dependent Integral Inequality
4377 -- 4388Zhiyang Gu, Zhenghong Deng, Yijie Huang, De Liu, Zhan Zhang. Subspace Clustering via Integrating Sparse Representation and Adaptive Graph Learning
4389 -- 4406Yumei Fan, Huabin Chen. Input-to-State Stability for Stochastic Delay Neural Networks with Markovian Switching
4407 -- 4418Venkateswarlu Gundu, Sishaj P. Simon. Short Term Solar Power and Temperature Forecast Using Recurrent Neural Networks
4419 -- 4436Yanqiu Wu, Chaoqun Hong, Xuebai Zhang, Yifan He. Stack-based Scale-recurrent Network for Face Image Deblurring
4437 -- 4449Hongyi Li, Wei Lin, Di Zhao. BSS Method Based on Wavelet Transform and Improved EASI Algorithm and Its Application in EMI
4451 -- 4487Sofian Kassaymeh, Salwani Abdullah, Mohamad Al-Laham, Mohammed Alweshah, Mohammed Azmi Al-Betar, Zalinda Othman. Salp Swarm Optimizer for Modeling Software Reliability Prediction Problems
4489 -- 4506Xuezhi Xiang, Xiangdong Kong, Yujian Qiu, Kaixu Zhang, Ning Lv. Self-supervised Monocular Trained Depth Estimation Using Triplet Attention and Funnel Activation
4507 -- 4525Manuel Gil-Martín, Rubén San Segundo, Fernando Fernández-Martínez, Javier Ferreiros López. Time Analysis in Human Activity Recognition
4527 -- 4547Mohamed Elhadi Rahmani, Abdelmalek Amine, José Eduardo Fernandes. Multi-stage Genetic Algorithm and Deep Neural Network for Robot Execution Failure Detection
4549 -- 4570Alireza Pooya, Amin Mansoori, Mohammad Eshaghnezhad, Shila Monazam Ebrahimpour. Neural Network for a Novel Disturbance Optimal Control Model for Inventory and Production Planning in a Four-Echelon Supply Chain with Reverse Logistic
4571 -- 4592Tianshun Wang, Yu Wang, Zunshui Cheng. Stability and Hopf Bifurcation Analysis of a General Tri-diagonal BAM Neural Network with Delays
4593 -- 4612Sana Akbar, Kamal Raj Pardasani, Nihar Ranjan Panda. PSO Based Neuro-fuzzy Model for Secondary Structure Prediction of Protein
4613 -- 4637Jujie Wang, Yu Chen. Adaboost-based Integration Framework Coupled Two-stage Feature Extraction with Deep Learning for Multivariate Exchange Rate Prediction
4639 -- 4657Babatunde Oluwaseun Onasanya, Shiping Wen 0001, Yuming Feng, Wei Zhang, Jiong Xiong. Fuzzy Coefficient of Impulsive Intensity in a Nonlinear Impulsive Control System
4659 -- 4676Nassima Aleb. Multilevel Attention Models for Drug Target Binding Affinity Prediction
4677 -- 4692S. Chandrakala, V. Srinivas, K. Deepak. Residual Spatiotemporal Autoencoder with Skip Connected and Memory Guided Network for Detecting Video Anomalies
4693 -- 4710Daniel Auge, Julian Hille, Etienne Mueller, Alois C. Knoll. A Survey of Encoding Techniques for Signal Processing in Spiking Neural Networks
4711 -- 0Maryam Hajiee, Mehdi Fartash, Nafiseh Osati Eraghi. Correction to: An Energy-Aware Trust and Opportunity Based Routing Algorithm in Wireless Sensor Networks Using Multipath Routes Technique

Volume 53, Issue 5

3049 -- 3053Olga Valenzuela, Fernando Rojas 0001, Ignacio Rojas. Advanced neural network systems for solving complex real problems
3055 -- 3072Adrian M. P. Brasoveanu, Razvan Andonie. Integrating Machine Learning Techniques in Semantic Fake News Detection
3073 -- 3093Karl Thurnhofer-Hemsi, Enrique Domínguez. A Convolutional Neural Network Framework for Accurate Skin Cancer Detection
3095 -- 3121Sebastien Delecraz, Leonor Becerra-Bonache, Benoît Favre, Alexis Nasr, Frédéric Béchet. Multimodal Machine Learning for Natural Language Processing: Disambiguating Prepositional Phrase Attachments with Images
3123 -- 3151Zuzanna Parcheta, Germán Sanchis-Trilles, Francisco Casacuberta, Robin Rendahl. Combining Embeddings of Input Data for Text Classification
3153 -- 3168Cristiano Russo, Kurosh Madani, Antonio M. Rinaldi. Knowledge Acquisition and Design Using Semantics and Perception: A Case Study for Autonomous Robots
3169 -- 3197Oresti Banos, Alberto Calatroni, Miguel Damas, Héctor Pomares, Daniel Roggen, Ignacio Rojas, Claudia Villalonga. Opportunistic Activity Recognition in IoT Sensor Ecosystems via Multimodal Transfer Learning
3199 -- 3215Rosario Sanchis-Font, María José Castro Bleda, José-Ángel González, Ferran Pla, Lluís F. Hurtado. Cross-Domain Polarity Models to Evaluate User eXperience in E-learning
3217 -- 3235Alessandro Cennamo, Florian Kästner, Anton Kummert. A Neural Network Based System for Efficient Semantic Segmentation of Radar Point Clouds
3237 -- 3251Sriharsha Koundinya, Abhijit Karmakar. Online Speech Enhancement by Retraining of LSTM Using SURE Loss and Policy Iteration
3253 -- 3265Yuhu Shi, Weiming Zeng, Jin Deng, Ying Li, Jia Lu. The Study of Sailors' Brain Activity Difference Before and After Sailing Using Activated Functional Connectivity Pattern
3267 -- 3285Dongyang Li, Ruimin Hu, Wenxin Huang, Dengshi Li, Xiaochen Wang, Chenhao Hu. Trajectory Association for Person Re-identification
3287 -- 3306Jiabao Han, Hongzhi Wang 0001. Improving Open Information Extraction with Distant Supervision Learning
3307 -- 3338Delara Karbasi, Alireza Nazemi, Mohammad Reza Rabiei. An Optimization Technique for Solving a Class of Ridge Fuzzy Regression Problems
3339 -- 3356Rongen Yan, Xue Jiang, Depeng Dang. Named Entity Recognition by Using XLNet-BiLSTM-CRF
3357 -- 3374Hongliang Liu, Huini Liu, Jie Xu, Lijuan Li, Jingwen Song. Jacobi Neural Network Method for Solving Linear Differential-Algebraic Equations with Variable Coefficients
3375 -- 3394Wenjie Hu, Quanxin Zhu. Existence, Uniqueness and Stability of Mild Solutions to a Stochastic Nonlocal Delayed Reaction-Diffusion Equation
3395 -- 3425Pankaj Kakati. Interval Neutrosophic Einstein Prioritized Normalized Weighted Geometric Bonferroni Mean Operator and its Application to Multicriteria Decision making
3427 -- 3443Wei Zhou, Cheng Lian, Zhigang Zeng, Bingrong Xu, Yixin Su. Improve Semi-supervised Learning with Metric Learning Clusters and Auxiliary Fake Samples
3445 -- 3466Inturi Vamsi, Shreyas N, G. R. Sabareesh. Anfis-Based Defect Severity Prediction on a Multi-Stage Gearbox Operating Under Fluctuating Speeds
3467 -- 3496Yan-Li Huang 0001, Shanrong Lin, Xiwei Liu. ∞ Synchronization of Coupled Neural Networks with Non-identical Nodes
3497 -- 3523Shiva Soleymanpour, Hossein Sadr, Mojdeh Nazari Soleimandarabi. CSCNN: Cost-Sensitive Convolutional Neural Network for Encrypted Traffic Classification
3525 -- 3544Haibin He, Xiaoyang Liu 0002, Jinde Cao, Nan Jiang. Finite/Fixed-Time Synchronization of Delayed Inertial Memristive Neural Networks with Discontinuous Activations and Disturbances
3545 -- 3560Lin Mao, XueMeng Li, Dawei Yang, Rubo Zhang. Convolutional Feature Frequency Adaptive Fusion Object Detection Network
3561 -- 3572Yihan Han, Tao Wang. Semi-Supervised Clustering for Financial Risk Analysis
3573 -- 3590Vasilios N. Katsikis, Spyridon D. Mourtas, Predrag S. Stanimirovic, Yunong Zhang. Continuous-Time Varying Complex QR Decomposition via Zeroing Neural Dynamics
3591 -- 3606Jianqiang Gong, Jie Jin. A faster and better robustness zeroing neural network for solving dynamic Sylvester equation
3607 -- 3618Weiwei Zhang 0007, Hongyong Zhao, Chunlin Sha, Yuan Wang. Finite Time Synchronization of Delayed Quaternion Valued Neural Networks with Fractional Order
3619 -- 3638Jingyu Gu, Mengting Wei, Yiyun Guo, Haixian Wang. Common Spatial Pattern with L21-Norm
3639 -- 3652Jia-Lue Chen, Jia-Jia Cai, Yuan Jiang, Sheng-Jun Huang. PU Active Learning for Recommender Systems
3653 -- 3676Deepa Joshi, Vidyanand Mishra, Honey Srivastav, Diksha Goel. Progressive Transfer Learning Approach for Identifying the Leaf Type by Optimizing Network Parameters
3677 -- 3692Qidong Chen, Jun Sun, Yuan Zhao. A Novel Architecture with Separate Comparison and Interaction Modules for Chinese Semantic Sentence Matching
3693 -- 3733Pooja Verma, Raghav Prasad Parouha. An advanced Hybrid Algorithm for Engineering Design Optimization
3735 -- 3755Liuyuan Chen, Yonggang Chen, Nannan Zhang. Synchronization Control for Chaotic Neural Networks with Mixed Delays Under Input Saturations
3757 -- 3781Xiang Liu, Dongbing Tong, Qiaoyu Chen, Wuneng Zhou, Kaili Liao. Observer-Based Adaptive NN Tracking Control for Nonstrict-Feedback Systems with Input Saturation
3783 -- 3799Senlin Luo, Weixiao Zhao, Limin Pan. Online GBDT with Chunk Dynamic Weighted Majority Learners for Noisy and Drifting Data Streams
3801 -- 3824Tao Dong 0001, Huiyun Zhu. Filippov FitzHugh-Nagumo Neuron Model with Membrane Potential Threshold Control Policy
3825 -- 3827James Ryland. Correction to: Modeling Axonal Plasticity in Artificial Neural Networks
3829 -- 0Saroj Kumar Pandey, Rekh Ram Janghel. Correction to: Recent Deep Learning Techniques, Challenges and Its Applications for Medical Healthcare System: A Review

Volume 53, Issue 4

2381 -- 2383P. Karuppusmay, Fuqian Shi, Yong Shi. Special Issue: Capsule Networks and Imaging Science (CNIS)
2385 -- 2401Anandakumar Haldorai, Arulmurugan Ramu. Canonical Correlation Analysis Based Hyper Basis Feedforward Neural Network Classification for Urban Sustainability
2403 -- 2419Yiping Du. Introducing the Visual Imaging Feature to the Text Analysis: High Efficient Soft Computing Models with Bayesian Network
2421 -- 2437Xi Fan, Bo Zhou, Harry Haoxiang Wang. Urban Landscape Ecological Design and Stereo Vision Based on 3D Mesh Simplification Algorithm and Artificial Intelligence
2439 -- 2456Xianjun Wu, Heming Chen, Xiaoli Wu, Shunjun Wu, Jinbo Huang. Burn Image Recognition of Medical Images Based on Deep Learning: From CNNs to Advanced Networks
2457 -- 2466Linying Kang, Wenyao Zhu, Gab-Geun Yoon. VR Design of Public Facilities in Historical Blocks Based on BP Neural Network
2467 -- 2484Sonia Jenifer Rayen, R. Subhashini. An Efficient Mammogram Image Retrieval System Using an Optimized Classifier
2485 -- 2499Yijun Cai, Dian Li, Yuyue Wang. Intelligent Crime Prevention and Control Big Data Analysis System Based on Imaging and Capsule Network Model
2501 -- 2517Daming Li 0001, Bin Qin, Wenjian Liu, Lianbing Deng. A City Monitoring System Based on Real-Time Communication Interaction Module and Intelligent Visual Information Collection System
2519 -- 2532R. Pitchai, P. Supraja, A. Helen Victoria, M. Madhavi. Brain Tumor Segmentation Using Deep Learning and Fuzzy K-Means Clustering for Magnetic Resonance Images
2533 -- 2552Daming Li 0001, Lianbing Deng, Qinglang Su. Multimedia Imaging Model of Information System Based on Self-Organizing Capsule Neural Network and Game Theory
2553 -- 2565Hairui Wang, Wanting Jing, Ya Li, Hongwei Yang. Fault Diagnosis of Fuel System Based on Improved Extreme Learning Machine
2567 -- 2580R. Pitchai, Ch Madhu Babu, P. Supraja, Mahesh Kumar Challa. Cerebrum Tumor Segmentation of High Resolution Magnetic Resonance Images Using 2D-Convolutional Network with Skull Stripping
2581 -- 2602Qingjun Wang, Gang Wang, Guangjie Kou, Mujun Zang, Harry Wang. Application of Meta-learning Framework Based on Multiple-Capsule Intelligent Neural Systems in Image Classification
2603 -- 2616Jianhua Zhao, Ning Liu. A Safe Semi-supervised Classification Algorithm Using Multiple Classifiers Ensemble
2617 -- 2630S. Shanthi, N. Rajkumar. Lung Cancer Prediction Using Stochastic Diffusion Search (SDS) Based Feature Selection and Machine Learning Methods
2631 -- 2648Reza Farhangi, Mohammad Taghi Hamidi Beheshti. The Kuramoto Model: The Stability Conditions in the Presence of Phase Shift
2649 -- 2663Regina Esi Turkson, Hong Qu, Cobbinah Bernard Mawuli, Moses J. Eghan. Classification of Alzheimer's Disease Using Deep Convolutional Spiking Neural Network
2665 -- 2685Abeer Alsadoon, Ghazi Al-Naymat, Omar Hisham Alsadoon, P. W. C. Prasad. DDV: A Taxonomy for Deep Learning Methods in Detecting Prostate Cancer
2687 -- 2699Kushal Dhar Dwivedi, Rajeev. Numerical Solution of Fractional Order Advection Reaction Diffusion Equation with Fibonacci Neural Network
2701 -- 2714Liyao Song, Quan Wang, Haiwei Li, Jiancun Fan, Bingliang Hu. Spatio-Temporal Learning for Video Deblurring based on Two-Stream Generative Adversarial Network
2715 -- 2728Chaojun Shi, Yatong Zhou, Bo Qiu. CloudU-Netv2: A Cloud Segmentation Method for Ground-Based Cloud Images Based on Deep Learning
2729 -- 2745Yeguo Sun, Yihong Liu. Adaptive Synchronization Control and Parameters Identification for Chaotic Fractional Neural Networks with Time-Varying Delays
2747 -- 2763Xuezhi Xiang, Wenkai Ren, Yujian Qiu, Kaixu Zhang, Ning Lv. Multi-object Tracking Method Based on Efficient Channel Attention and Switchable Atrous Convolution
2765 -- 2794Xuning Liu, Guoying Zhang, Zixian Zhang, Genshan Zhang, Zhixiang Li, Hongqiang Hu. Application of Coupled LDA-KPCA and BO-MKRVM Model to Predict Coal and Gas Outbursts
2795 -- 2811Xiaowei Feng, Xiangyu Kong, Zhongying Xu, Boyang Du. An Effective Principal Singular Triplets Extracting Neural Network Algorithm
2813 -- 2828Jingye Zheng, Dihu Chen, Haifeng Hu 0001. Boundary Adjusted Network Based on Cosine Similarity for Temporal Action Proposal Generation
2829 -- 2852Maryam Hajiee, Mehdi Fartash, Naiseh Osati Eraghi. An Energy-Aware Trust and Opportunity Based Routing Algorithm in Wireless Sensor Networks Using Multipath Routes Technique
2853 -- 2872Xiangyang Wang, Jiangwei Tong, Rui Wang 0034. Attention Refined Network for Human Pose Estimation
2873 -- 2916Malik Braik. A Hybrid Multi-gene Genetic Programming with Capuchin Search Algorithm for Modeling a Nonlinear Challenge Problem: Modeling Industrial Winding Process, Case Study
2917 -- 2932Gokhan Altan, Apdullah Yayik, Yakup Kutlu. Deep Learning with ConvNet Predicts Imagery Tasks Through EEG
2933 -- 2945Farhad Farokhi. Why Does Regularization Help with Mitigating Poisoning Attacks?
2947 -- 2965Gang Sha, JunSheng Wu, Bin Yu. A Robust Segmentation Method Based on Improved U-Net
2967 -- 2984Famei Zheng. Finite-Time Synchronization for a Coupled Fuzzy Neutral-Type Rayleigh System
2985 -- 3009D. R. Sarvamangala, Raghavendra V. Kulkarni 0001. Grading of Knee Osteoarthritis Using Convolutional Neural Networks
3011 -- 3029Yi Gan, Bin Zhang, Chao Ke, Xiaofeng Zhu, Weiming He, Tohru Ihara. Research on Robot Motion Planning Based on RRT Algorithm with Nonholonomic Constraints
3031 -- 3048Wenjie Hu, Luli Gao, Tao Dong 0001. Event-Based Projective Synchronization for Different Dimensional Complex Dynamical Networks with Unknown Dynamics by Using Data-Driven Scheme

Volume 53, Issue 3

1665 -- 1684Shenshen Gu, Xinyi Chen, Lin Wang. Global Optimization of Binary Quadratic Programming: A Neural Network Based Algorithm and Its FPGA Implementation
1685 -- 1707Lingmei Huang, Youshen Xia, Liqing Huang, Songchuan Zhang. Two Matrix-Type Projection Neural Networks for Matrix-Valued Optimization with Application to Image Restoration
1709 -- 1722Ye Huang, Chaochen Gu, Xinping Guan. Integrating Classical Control into Reinforcement Learning Policy
1723 -- 1740Long Cheng 0001, Weizhou Liu. An Effective Microscopic Detection Method for Automated Silicon-Substrate Ultra-microtome (ASUM)
1741 -- 1751Akiyo Nomura, Megumi Ito, Atsuya Okazaki, Masatoshi Ishii, Sangbum Kim, Junka Okazawa, Kohji Hosokawa, Wilfried Haensch. Analysis of Effect of Weight Variation on SNN Chip with PCM-Refresh Method
1753 -- 1772Aliaksandr Adamenko, Andrii Fedorenko, Benjamin Nussbaum, Erich Schikuta. N2SkyC: User Friendly and Efficient Neural Network Simulation Fostering Cloud Containers
1773 -- 1794Junya Chen, Jianfeng Feng, Wenlian Lu. A Wiener Causality Defined by Divergence
1795 -- 1809Çagatay Berke Erdas, Selda Güney. Human Activity Recognition by Using Different Deep Learning Approaches for Wearable Sensors
1811 -- 1821Jin Ning 0001, Leiting Chen, Chuan Zhou 0004, Defu Liu 0001. Multi-object Spatial-Temporal Anomaly Detection Using an LSTM-Based Framework
1823 -- 1844Son Nguyen, Michael T. Manry. Balanced Gradient Training of Feed Forward Networks
1845 -- 1863Guang Ling, Ming-Feng Ge, Yu-Han Tong, Qingju Fan. Exponential Synchronization of Delayed Switching Genetic Oscillator Networks via Mode-Dependent Partial Impulsive Control
1865 -- 1888Shanmugasundaram Abinaya, M. K. Kavitha Devi. Enhancing Top-N Recommendation Using Stacked Autoencoder in Context-Aware Recommender System
1889 -- 1919Abel Efetobor Edje, Shaffie Muhammad Abd Latiff, Weng Howe Chan. Enhanced Non-parametric Sequence-based Learning Algorithm for Outlier Detection in the Internet of Things
1921 -- 1943Zhiwei Yan, Huicheng Zheng, Ye Li, Lvran Chen. Detection-Oriented Backbone Trained from Near Scratch and Local Feature Refinement for Small Object Detection
1945 -- 1962Yusuke Taguchi, Hideitsu Hino, Keisuke Kameyama. Pre-Training Acquisition Functions by Deep Reinforcement Learning for Fixed Budget Active Learning
1963 -- 1978Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini. Formal Derivation of Mesh Neural Networks with Their Forward-Only Gradient Propagation
1979 -- 1994Younghoon Lee. Extraction of Competitive Factors in a Competitor Analysis Using an Explainable Neural Network
1995 -- 2028Mehak Khan, Hongzhi Wang 0001, Alladoumbaye Ngueilbaye. Attention-Based Deep Gated Fully Convolutional End-to-End Architectures for Time Series Classification
2029 -- 2046Zixiang Shen, Chuandong Li 0001, Yi Li. Estimation of the Domain of Attraction of Discrete-Time Impulsive Cohen-Grossberg Neural Networks Model With Impulse Input Saturation
2047 -- 2065Zhen Liu 0015, Xiao-Jun Wu 0001, Zhenqiu Shu, Hefeng Yin, Zhe Chen. Weighted Discriminative Sparse Representation for Image Classification
2067 -- 2080Carlos Perales-González. Global convergence of Negative Correlation Extreme Learning Machine
2081 -- 2094Xijiong Xie. Sampling Active Learning Based on Non-parallel Support Vector Machines
2095 -- 2111Jie Chen 0025, Jingying Yu, Shu Zhao, Yanping Zhang. User's Review Habits Enhanced Hierarchical Neural Network for Document-Level Sentiment Classification
2113 -- 2128Minghua Wan, Xichen Wang, Guowei Yang, Hao Zheng, Wei Huang. Feature Extraction via Sparse Fuzzy Difference Embedding (SFDE) for Robust Subspace Learning
2129 -- 2145Xin Li 0100, Lei Zhang 0093, Zhiping Jian, Liyun Zuo. A Comprehensive Study on VLAD
2147 -- 2163Shagun Panghal, Manoj Kumar. Approximate Analytic Solution of Burger Huxley Equation Using Feed-Forward Artificial Neural Network
2165 -- 2174Yin Wang, Lide Wang, Ji Qiu, Yu Hen Hu. Multi-residual Connection Network for Edge Detection
2175 -- 2196Danni Lu, Dongbing Tong, Qiaoyu Chen, Wuneng Zhou, Jun Zhou 0003, Shigen Shen. Exponential Synchronization of Stochastic Neural Networks with Time-Varying Delays and Lévy Noises via Event-Triggered Control
2197 -- 2219Jiayu Liang, Yu Xue 0003. Multi-Objective Memetic Algorithms with Tree-Based Genetic Programming and Local Search for Symbolic Regression
2221 -- 2241Naziha Dhibi, Chokri Ben Amar. Performance of Genetic Algorithm and Levenberg Marquardt Method on Multi-Mother Wavelet Neural Network Training for 3D Huge Meshes Deformation: A Comparative Study
2243 -- 2259Di Zhao, Kunchang Li, Hongyi Li. A New Method for Separating EMI Signal Based on CEEMDAN and ICA
2261 -- 2275Fang Qi, Zuoqi Xie, Zhe Tang, Huarong Chen. Related Study Based on Otsu Watershed Algorithm and New Squeeze-and-Excitation Networks for Segmentation and Level Classification of Tea Buds
2277 -- 2304Mahwish Yousaf, Muhammad Saadat Shakoor Khan, Tanzeel U. Rehman, Shamsher Ullah, Li Jing. NRIC: A Noise Removal Approach for Nonlinear Isomap Method
2305 -- 2329Long Xu, Ying Wei 0007, Chenhe Dong, Chuaqiao Xu, Zhaofu Diao. Wasserstein Distance-Based Auto-Encoder Tracking
2331 -- 2377Arish Sateesan, Sharad Sinha, Smitha K. G., A. P. Vinod 0001. A Survey of Algorithmic and Hardware Optimization Techniques for Vision Convolutional Neural Networks on FPGAs
2379 -- 2380Domonkos Varga. Editorial Expression of Concern: No-Reference Video Quality Assessment Based on the Temporal Pooling of Deep Features

Volume 53, Issue 2

865 -- 891Shuai Zhang, Yongqing Yang, Li Li, Dinghui Wu. Quasi-Synchronization of Fractional-Order Complex-Valued Memristive Recurrent Neural Networks with Switching Jumps Mismatch
893 -- 906Yangling Wang, Jinde Cao, Haijun Wang. State Estimation for Markovian Coupled Neural Networks with Multiple Time Delays Via Event-Triggered Mechanism
907 -- 928Lakshmi Chandrasekaran, Karuppusamy Thenmozhi, C. Venkatesan, A. Seshadhri, John Bosco Balaguru Rayappan, Rengarajan Amirtharajan. Mutated Cleavages of Images for Stealth Disclosure: A Hopfield Neural Network Attractor (HNNA) Approach
929 -- 957M. Syed Ali 0001, M. Hymavathi. Synchronization of Fractional Order Neutral Type Fuzzy Cellular Neural Networks with Discrete and Distributed Delays via State Feedback Control
959 -- 982Min Meng 0001, Yu Liu, Jigang Wu. Robust Discriminant Projection Via Joint Margin and Locality Structure Preservation
983 -- 1000Xiaohong Wang, Zhen Wang 0008, Jianwei Xia, Qian Ma 0001. Quantized Sampled-Data Control for Exponential Stabilization of Delayed Complex-Valued Neural Networks
1001 -- 1011Ismail Alarab, Simant Prakoonwit, Mohamed Ikbal Nacer. Illustrative Discussion of MC-Dropout in General Dataset: Uncertainty Estimation in Bitcoin
1013 -- 1034Shibing Zhou, Fei Liu, Wei Song. Estimating the Optimal Number of Clusters Via Internal Validity Index
1035 -- 1063S. Aadhithiyan, R. Raja, Quanxin Zhu, Jehad O. Alzabut, Michal Niezabitowski, C. P. Lim. Exponential Synchronization of Nonlinear Multi-weighted Complex Dynamic Networks with Hybrid Time Varying Delays
1065 -- 1079Zijie Zhou, Baofeng Zhang, Yu Xiao 0005. Infrared Handprint Classification Using Deep Convolution Neural Network
1081 -- 1099Shivendra Singh, Anubha Agrawal, Hariprasad Kodamana, Manojkumar Ramteke. Multi-objective Optimization Based Recursive Feature Elimination for Process Monitoring
1101 -- 1118Hegui Zhu, Ru Wang, Xiangde Zhang. Image Captioning with Dense Fusion Connection and Improved Stacked Attention Module
1119 -- 1146James Ryland. Modeling Axonal Plasticity in Artificial Neural Networks
1147 -- 1160Fabio Sigrist. KTBoost: Combined Kernel and Tree Boosting
1161 -- 1186Shuai Zhu, Hui Wang, Hui Lv, Huisheng Zhang. Augmented Online Sequential Quaternion Extreme Learning Machine
1187 -- 1203Angel Deborah S, T. T. Mirnalinee, S. Milton Rajendram. Emotion Analysis on Text Using Multiple Kernel Gaussian..
1205 -- 1228Janice Pan, Alan C. Bovik. Perceptual Monocular Depth Estimation
1229 -- 1251Chiranjib Sur. aiTPR: Attribute Interaction-Tensor Product Representation for Image Caption
1253 -- 1285Sundaram Divya Meena, Loganathan Agilandeeswari. Smart Animal Detection and Counting Framework for Monitoring Livestock in an Autonomous Unmanned Ground Vehicle Using Restricted Supervised Learning and Image Fusion
1287 -- 1304Xiaoxiao Li, Shuai Li 0002, Zhihao Xu, Xuefeng Zhou. A Vary-Parameter Convergence-Accelerated Recurrent Neural Network for Online Solving Dynamic Matrix Pseudoinverse and its Robot Application
1305 -- 1353R. Kala, P. Deepa. Spatial Rough Intuitionistic Fuzzy C-Means Clustering for MRI Segmentation
1355 -- 1384Arindam Sarkar. Deep Learning Guided Double Hidden Layer Neural Synchronization Through Mutual Learning
1385 -- 1400Junjie Li, Ding Liu. Information Bottleneck Theory on Convolutional Neural Networks
1401 -- 1415Hao Wang, Xiao-Jun Bi. Person Re-Identification Based on Graph Relation Learning
1417 -- 1433Shan Yang, Xiangwei Zheng, Cun Ji, Xuanchi Chen. Multi-layer Representation Learning and Its Application to Electronic Health Records
1435 -- 1452Liqun Zhou. Global Exponential Dissipativity of Impulsive Recurrent Neural Networks with Multi-proportional Delays
1453 -- 1468Zhantao Cao, Guowu Yang, Xiaoyu Li, Qin Chen, Jinzhao Wu. Multitask Classification Method Based on Label Correction for Breast Tumor Ultrasound Images
1469 -- 1499Ajendra Singh, Jitendra Nath Rai. Stability of Fractional Order Fuzzy Cellular Neural Networks with Distributed Delays via Hybrid Feedback Controllers
1501 -- 1522Qing Wu, Zeyu Chen, Dechao Chen, Shuai Li 0002. Beetle Antennae Search Strategy for Neural Network Model Optimization with Application to Glomerular Filtration Rate Estimation
1523 -- 1544Rao Muhammad Anwer, Fahad Shahbaz Khan, Jorma Laaksonen. Compact Deep Color Features for Remote Sensing Scene Classification
1545 -- 1564Hossein Moosaei, Saeed Ketabchi, Mohamad Razzaghi, Muhammad Tanveer 0001. Generalized Twin Support Vector Machines
1565 -- 1578Basak Esin Köktürk Güzel, Selami Beyhan. Symbolic Regression Based Extreme Learning Machine Models for System Identification
1579 -- 1596José de Jesús Serrano-Pérez, Guillermo Fernández-Anaya, Salvador Carrillo-Moreno, Wen Yu. New Results for Prediction of Chaotic Systems Using Deep Recurrent Neural Networks
1597 -- 1614Angshul Majumdar. Kernelized Linear Autoencoder
1615 -- 1632Yuangui Bao, Yijun Zhang, Baoyong Zhang, Yu Guo. Prescribed-Time Synchronization of Coupled Memristive Neural Networks with Heterogeneous Impulsive Effects
1633 -- 1646Pradeep Kumar Roy. Deep Neural Network to Predict Answer Votes on Community Question Answering Sites
1647 -- 1663Debasish Das, Amit Kumar Das, Abhishek Rudra Pal, Sanjib Jaypuria, Dilip Kumar Pratihar, Gour Gopal Roy. Meta-Heuristic Algorithms-Tuned Elman vs. Jordan Recurrent Neural Networks for Modeling of Electron Beam Welding Process

Volume 53, Issue 1

1 -- 16Xiaofei Zhu, Khoi Duy Do, Jiafeng Guo, Jun Xu 0001, Stefan Dietze. Exploring Implicit and Explicit Geometrical Structure of Data for Deep Embedded Clustering
17 -- 36Younghoon Lee. Systematic Homonym Detection and Replacement Based on Contextual Word Embedding
37 -- 48Tadayoshi Fushiki. On the Selection of the Regularization Parameter in Stacking
49 -- 68Dengdi Chen, Fanchao Kong. Delay-Dependent Criteria for Global Exponential Stability of Time-Varying Delayed Fuzzy Inertial Neural Networks
69 -- 83M. Syed Ali 0001, R. Agalya, Zeynep Orman, Sabri Arik. Leader-Following Consensus of Non-linear Multi-agent Systems with Interval Time-Varying Delay via Impulsive Control
85 -- 105Yanjuan Ma, Jinhai Liu, Yan Zhao. Evolved Fuzzy Min-Max Neural Network for Unknown Labeled Data and its Application on Defect Recognition in Depth
107 -- 129Predrag S. Stanimirovic, Vasilios N. Katsikis, Dimitrios Gerontitis. A New Varying-Parameter Design Formula for Solving Time-Varying Problems
131 -- 175Najmeh Jamali, Ahmad Sadegheih, M. M. Lotfi, Lincoln C. Wood, M. J. Ebadi. Estimating the Depth of Anesthesia During the Induction by a Novel Adaptive Neuro-Fuzzy Inference System: A Case Study
177 -- 209Ayan Sentuna, Abeer Alsadoon, P. W. C. Prasad, Maha Saadeh, Omar Hisham Alsadoon. A Novel Enhanced Naïve Bayes Posterior Probability (ENBPP) Using Machine Learning: Cyber Threat Analysis
211 -- 226Kang Tang, Dahong Xu, Hong Liu, Zhixin Zeng. Context Module Based Multi-patch Hierarchical Network for Motion Deblurring
227 -- 255Nadia Masood Khan, Gul Muhammad Khan. Real-Time Lossy Audio Signal Reconstruction Using Novel Sliding Based Multi-instance Linear Regression/Random Forest and Enhanced CGPANN
257 -- 273Jinting Zhu, Julian Jang-Jaccard, Tong Liu 0016, Jukai Zhou. Joint Spectral Clustering based on Optimal Graph and Feature Selection
275 -- 298Xiaoying Liu, Hongbo Fu, Lei Liu. Leader-Following Mean Square Consensus of Stochastic Multi-agent Systems via Periodically Intermittent Event-Triggered Control
299 -- 318Leimin Wang, Jie Wu, Xinmei Wang. Finite-Time Stabilization of Memristive Neural Networks with Time Delays
319 -- 337C. Pabitha, B. Vanathi. Densemask RCNN: A Hybrid Model for Skin Burn Image Classification and Severity Grading
339 -- 353Zehui Cao, Jing Zhao, Shiliang Sun. Stick-Breaking Dependent Beta Processes with Variational Inference
355 -- 374Guo Luo, Zhi Yang, Choujun Zhan, Qizhi Zhang. Identification of Nonlinear Dynamical System Based on Raised-Cosine Radial Basis Function Neural Networks
375 -- 389Naiyin Liu, Qianlong Wang, Jiangtao Ren. Label-Embedding Bi-directional Attentive Model for Multi-label Text Classification
391 -- 404Nallappan Gunasekaran, M. Syed Ali 0001. Design of Stochastic Passivity and Passification for Delayed BAM Neural Networks with Markov Jump Parameters via Non-uniform Sampled-Data Control
405 -- 428Kemal Uçak, Gülay Öke Günel. Online Support Vector Regression Based Adaptive NARMA-L2 Controller for Nonlinear Systems
429 -- 458Qamar Askari, Irfan Younas. Political Optimizer Based Feedforward Neural Network for Classification and Function Approximation
459 -- 515Umesh Gupta, Deepak Gupta 0004. On Regularization Based Twin Support Vector Regression with Huber Loss
517 -- 533Zhiqiang Zhang, Zeqian Xu, Junyan Tan, Hui Zou. Multi-class support vector machine based on the minimization of class variance
535 -- 560Lin Xiang, Xiaoqin Zeng, Shengli Wu, Yanjun Liu 0004, Baohua Yuan. Computation of CNN's Sensitivity to Input Perturbation
561 -- 579Ria Kanjilal, Ismail Uysal. The Future of Human Activity Recognition: Deep Learning or Feature Engineering?
581 -- 606Grienggrai Rajchakit, Ramalingam Sriraman. Robust Passivity and Stability Analysis of Uncertain Complex-Valued Impulsive Neural Networks with Time-Varying Delays
607 -- 635Vishal Srivastava, Bhaskar Biswas. Manifold Preserving CNN for Pixel-Based Object Labelling in Images for High Dimensional Feature spaces
637 -- 651Chengdai Huang, Jinde Cao. Bifurcations Induced by Self-connection Delay in High-Order Fractional Neural Networks
653 -- 670Zishu Gao, En Li, Zhe Wang 0014, Guodong Yang, Jiwu Lu, Bo Ouyang, Dawei Xu, Zize Liang. Object Reconstruction Based on Attentive Recurrent Network from Single and Multiple Images
671 -- 700Wadhah Ayadi, Wajdi Elhamzi, Imen Charfi, Mohamed Atri. Deep CNN for Brain Tumor Classification
701 -- 720Fatemeh Farokhmanesh, Mohammad Taghi Sadeghi. Deep Neural Networks Regularization Using a Combination of Sparsity Inducing Feature Selection Methods
721 -- 756Zakria Qadir, Enver Ever, Canras Batunlu. Use of Neural Network Based Prediction Algorithms for Powering Up Smart Portable Accessories
757 -- 775Yuzhong Wang, Tie Zhang, Si Chen, Junchao Ren. ∞ Filtering for Descriptor Markovian Jump Systems with a Novel Neural Network Event-Triggered Scheme
777 -- 786Jie Jin. An Improved Finite Time Convergence Recurrent Neural Network with Application to Time-Varying Linear Complex Matrix Equation Solution
787 -- 797María-Elena Fernández-García, José-Luis Sancho-Gómez, Antonio Ros-Ros, Aníbal R. Figueiras-Vidal. Complete Stacked Denoising Auto-Encoders for Regression
799 -- 828Chaouki Aouiti, Farah Dridi, Qing Hui, Emmanuel Moulay. (μ , ν )-Pseudo Almost Automorphic Solutions of Neutral Type Clifford-Valued High-Order Hopfield Neural Networks with D Operator
829 -- 842Linxiang Qi, Kaibo Shi, Chengdong Yang, Shiping Wen. Mean Square Stabilization of Neural Networks with Weighted Try once Discard Protocol and State Observer
843 -- 861Chanchal Kumar, Taran Singh Bharati, Shiv Prakash. Online Social Network Security: A Comparative Review Using Machine Learning and Deep Learning
863 -- 0Bernardo B. Gatto, Eulanda Miranda dos Santos, Kazuhiro Fukui, Waldir S. S. Junior, Kenny V. dos Santos. Correction to: Fukunaga-Koontz Convolutional Network with Applications on Character Classification