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Neural Processing Letters 1/2021
Neural Processing Letters

Issue 1/2021

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Table of Contents (39 Articles)

19-10-2020

Exploring Implicit and Explicit Geometrical Structure of Data for Deep Embedded Clustering
Xiaofei Zhu, Khoi Duy Do, Jiafeng Guo, Jun Xu, Stefan Dietze

20-10-2020

Systematic Homonym Detection and Replacement Based on Contextual Word Embedding
Younghoon Lee

23-10-2020

On the Selection of the Regularization Parameter in Stacking
Tadayoshi Fushiki

30-10-2020

Delay-Dependent Criteria for Global Exponential Stability of Time-Varying Delayed Fuzzy Inertial Neural Networks
Dengdi Chen, Fanchao Kong

01-11-2020

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

02-11-2020

Evolved Fuzzy Min-Max Neural Network for Unknown Labeled Data and its Application on Defect Recognition in Depth
Yanjuan Ma, Jinhai Liu, Yan Zhao

05-11-2020

A New Varying-Parameter Design Formula for Solving Time-Varying Problems
Predrag S. Stanimirović, Vasilios N. Katsikis, Dimitrios Gerontitis

07-11-2020

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, M. J. Ebadi

09-11-2020

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

13-11-2020

Context Module Based Multi-patch Hierarchical Network for Motion Deblurring
Kang Tang, Dahong Xu, Hong Liu, Zhixin Zeng

17-11-2020

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

18-11-2020

Joint Spectral Clustering based on Optimal Graph and Feature Selection
Jinting Zhu, Julian Jang-Jaccard, Tong Liu, Jukai Zhou

18-11-2020

Leader-Following Mean Square Consensus of Stochastic Multi-agent Systems via Periodically Intermittent Event-Triggered Control
Xiaoying Liu, Hongbo Fu, Lei Liu

19-11-2020

Finite-Time Stabilization of Memristive Neural Networks with Time Delays
Leimin Wang, Jie Wu, Xinmei Wang

21-11-2020

Densemask RCNN: A Hybrid Model for Skin Burn Image Classification and Severity Grading
C. Pabitha, B. Vanathi

29-11-2020

Stick-Breaking Dependent Beta Processes with Variational Inference
Zehui Cao, Jing Zhao, Shiliang Sun

01-01-2021

Identification of Nonlinear Dynamical System Based on Raised-Cosine Radial Basis Function Neural Networks
Guo Luo, Zhi Yang, Choujun Zhan, Qizhi Zhang

01-01-2021

Label-Embedding Bi-directional Attentive Model for Multi-label Text Classification
Naiyin Liu, Qianlong Wang, Jiangtao Ren

02-01-2021

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

02-01-2021

Online Support Vector Regression Based Adaptive NARMA-L2 Controller for Nonlinear Systems
Kemal Uçak, Gülay Öke Günel

02-01-2021

Political Optimizer Based Feedforward Neural Network for Classification and Function Approximation
Qamar Askari, Irfan Younas

03-01-2021

On Regularization Based Twin Support Vector Regression with Huber Loss
Umesh Gupta, Deepak Gupta

03-01-2021

Multi-class support vector machine based on the minimization of class variance
Zhiqiang Zhang, Zeqian Xu, Junyan Tan, Hui Zou

03-01-2021

Computation of CNN’s Sensitivity to Input Perturbation
Lin Xiang, Xiaoqin Zeng, Shengli Wu, Yanjun Liu, Baohua Yuan

04-01-2021

The Future of Human Activity Recognition: Deep Learning or Feature Engineering?
Ria Kanjilal, Ismail Uysal

04-01-2021

Robust Passivity and Stability Analysis of Uncertain Complex-Valued Impulsive Neural Networks with Time-Varying Delays
G. Rajchakit, R. Sriraman

04-01-2021

Manifold Preserving CNN for Pixel-Based Object Labelling in Images for High Dimensional Feature spaces
Vishal Srivastava, Bhaskar Biswas

05-01-2021

Bifurcations Induced by Self-connection Delay in High-Order Fractional Neural Networks
Chengdai Huang, Jinde Cao

Open Access 05-01-2021

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

06-01-2021

Deep CNN for Brain Tumor Classification
Wadhah Ayadi, Wajdi Elhamzi, Imen Charfi, Mohamed Atri

07-01-2021

Deep Neural Networks Regularization Using a Combination of Sparsity Inducing Feature Selection Methods
Fatemeh Farokhmanesh, Mohammad Taghi Sadeghi

07-01-2021

Use of Neural Network Based Prediction Algorithms for Powering Up Smart Portable Accessories
Zakria Qadir, Enver Ever, Canras Batunlu

08-01-2021

Network-Based Filtering for Descriptor Markovian Jump Systems with a Novel Neural Network Event-Triggered Scheme
Yuzhong Wang, Tie Zhang, Si Chen, Junchao Ren

11-01-2021

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

12-01-2021

Complete Stacked Denoising Auto-Encoders for Regression
María-Elena Fernández-García, José-Luis Sancho-Gómez, Antonio Ros-Ros, Aníbal R. Figueiras-Vidal

12-01-2021

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

13-01-2021

Mean Square Stabilization of Neural Networks with Weighted Try once Discard Protocol and State Observer
Linxiang Qi, Kaibo Shi, Chengdong Yang, Shiping Wen

05-01-2021

Online Social Network Security: A Comparative Review Using Machine Learning and Deep Learning
Chanchal Kumar, Taran Singh Bharati, Shiv Prakash

30-01-2021 | Correction

Correction to: Fukunaga–Koontz Convolutional Network with Applications on Character Classification
Bernardo B. Gatto, Eulanda M. dos Santos, Kazuhiro Fukui, Waldir S. S. Júnior, Kenny V. dos Santos

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