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Neural Processing Letters

Neural Processing Letters 1/2021

Ausgabe 1/2021

Inhaltsverzeichnis ( 39 Artikel )

19.10.2020 | Ausgabe 1/2021

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 | Ausgabe 1/2021

Systematic Homonym Detection and Replacement Based on Contextual Word Embedding

Younghoon Lee

23.10.2020 | Ausgabe 1/2021

On the Selection of the Regularization Parameter in Stacking

Tadayoshi Fushiki

30.10.2020 | Ausgabe 1/2021

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

Dengdi Chen, Fanchao Kong

01.11.2020 | Ausgabe 1/2021

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 | Ausgabe 1/2021

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 | Ausgabe 1/2021

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

Predrag S. Stanimirović, Vasilios N. Katsikis, Dimitrios Gerontitis

07.11.2020 | Ausgabe 1/2021

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 | Ausgabe 1/2021

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 | Ausgabe 1/2021

Context Module Based Multi-patch Hierarchical Network for Motion Deblurring

Kang Tang, Dahong Xu, Hong Liu, Zhixin Zeng

17.11.2020 | Ausgabe 1/2021

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 | Ausgabe 1/2021

Joint Spectral Clustering based on Optimal Graph and Feature Selection

Jinting Zhu, Julian Jang-Jaccard, Tong Liu, Jukai Zhou

18.11.2020 | Ausgabe 1/2021

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 | Ausgabe 1/2021

Finite-Time Stabilization of Memristive Neural Networks with Time Delays

Leimin Wang, Jie Wu, Xinmei Wang

21.11.2020 | Ausgabe 1/2021

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

C. Pabitha, B. Vanathi

29.11.2020 | Ausgabe 1/2021

Stick-Breaking Dependent Beta Processes with Variational Inference

Zehui Cao, Jing Zhao, Shiliang Sun

01.01.2021 | Ausgabe 1/2021

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 | Ausgabe 1/2021

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

Naiyin Liu, Qianlong Wang, Jiangtao Ren

02.01.2021 | Ausgabe 1/2021

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 | Ausgabe 1/2021

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

Kemal Uçak, Gülay Öke Günel

02.01.2021 | Ausgabe 1/2021

Political Optimizer Based Feedforward Neural Network for Classification and Function Approximation

Qamar Askari, Irfan Younas

03.01.2021 | Ausgabe 1/2021

On Regularization Based Twin Support Vector Regression with Huber Loss

Umesh Gupta, Deepak Gupta

03.01.2021 | Ausgabe 1/2021

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

Zhiqiang Zhang, Zeqian Xu, Junyan Tan, Hui Zou

03.01.2021 | Ausgabe 1/2021

Computation of CNN’s Sensitivity to Input Perturbation

Lin Xiang, Xiaoqin Zeng, Shengli Wu, Yanjun Liu, Baohua Yuan

04.01.2021 | Ausgabe 1/2021

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

Ria Kanjilal, Ismail Uysal

04.01.2021 | Ausgabe 1/2021

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

G. Rajchakit, R. Sriraman

04.01.2021 | Ausgabe 1/2021

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

Vishal Srivastava, Bhaskar Biswas

05.01.2021 | Ausgabe 1/2021

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

Chengdai Huang, Jinde Cao

05.01.2021 | Ausgabe 1/2021 Open Access

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 | Ausgabe 1/2021

Deep CNN for Brain Tumor Classification

Wadhah Ayadi, Wajdi Elhamzi, Imen Charfi, Mohamed Atri

07.01.2021 | Ausgabe 1/2021

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

Fatemeh Farokhmanesh, Mohammad Taghi Sadeghi

07.01.2021 | Ausgabe 1/2021

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

Zakria Qadir, Enver Ever, Canras Batunlu

08.01.2021 | Ausgabe 1/2021

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 | Ausgabe 1/2021

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

Jie Jin

12.01.2021 | Ausgabe 1/2021

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 | Ausgabe 1/2021

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 | Ausgabe 1/2021

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 | Ausgabe 1/2021

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

Chanchal Kumar, Taran Singh Bharati, Shiv Prakash

30.01.2021 | Correction | Ausgabe 1/2021

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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