Neural Processing Letters, Volume 53

Volume 53, Number 1, February 2021

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

Volume 53, Number 2, April 2021

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

Volume 53, Number 3, June 2021

Special Issue: Recent Advances in Neural Networks for Perception, Learning, and Optimization

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

Volume 53, Number 4, August 2021

Special Issue: Capsule Networks and Imaging Science (CNIS)

• 
  P. Karuppusmay, Fuqian Shi, Yong Shi:
  Special Issue: Capsule Networks and Imaging Science (CNIS). 2381-2383
• 
  Anandakumar Haldorai, Arulmurugan Ramu:
  Canonical Correlation Analysis Based Hyper Basis Feedforward Neural Network Classification for Urban Sustainability. 2385-2401
• 
  Yiping Du:
  Introducing the Visual Imaging Feature to the Text Analysis: High Efficient Soft Computing Models with Bayesian Network. 2403-2419
• 
  (Withdrawn) Urban Landscape Ecological Design and Stereo Vision Based on 3D Mesh Simplification Algorithm and Artificial Intelligence. 2421-2437
• 
  (Withdrawn) Burn Image Recognition of Medical Images Based on Deep Learning: From CNNs to Advanced Networks. 2439-2456
• 
  Linying Kang, Wenyao Zhu, Gab-Geun Yoon:
  VR Design of Public Facilities in Historical Blocks Based on BP Neural Network. 2457-2466
• 
  Sonia Jenifer Rayen, R. Subhashini:
  An Efficient Mammogram Image Retrieval System Using an Optimized Classifier. 2467-2484
• 
  (Withdrawn) Intelligent Crime Prevention and Control Big Data Analysis System Based on Imaging and Capsule Network Model. 2485-2499
• 
  (Withdrawn) A City Monitoring System Based on Real-Time Communication Interaction Module and Intelligent Visual Information Collection System. 2501-2517
•