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Neural Processing Letters 6/2021
Neural Processing Letters

Issue 6/2021

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Table of Contents (46 Articles)

08-10-2021

ParsBERT: Transformer-based Model for Persian Language Understanding
Mehrdad Farahani, Mohammad Gharachorloo, Marzieh Farahani, Mohammad Manthouri

02-08-2021

Self-Supervised Convolutional Subspace Clustering Network with the Block Diagonal Regularizer
Maoshan Liu, Yan Wang, Zhicheng Ji

05-08-2021

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

12-07-2021

Correlation Projection for Analytic Learning of a Classification Network
Huiping Zhuang, Zhiping Lin, Kar-Ann Toh

22-07-2021

Study on Neural Network Integration Method Based on Morphological Associative Memory Framework
Naiqin Feng, Xiuqin Geng, Bin Sun

10-07-2021

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

07-09-2021

Intermittent Control Based Exponential Synchronization of Inertial Neural Networks with Mixed Delays
Jiaojiao Hui, Cheng Hu, Juan Yu, Haijun Jiang

17-07-2021

-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

18-07-2021

Synchronization in Fixed Time for Reaction–Diffusion Quaternion-Valued NNs with Nonlinear Interconnected Protocol and Its Application
Jingtao Man, Xiaona Song, Shuai Song

10-07-2021

CCCIH: Content-consistency Coverless Information Hiding Method Based on Generative Models
Qi Li, Xingyuan Wang, Xiaoyu Wang, Yunqing Shi

22-07-2021

Two-Objective Filtering for Takagi–Sugeno Fuzzy Hopfield Neural Networks with Time-Variant Delay
Qi Hu, Lezhu Chen, Jianping Zhou, Zhen Wang

22-07-2021

Identification of Influential Nodes for Drone Swarm Based on Graph Neural Networks
Qiang Wang, Dongye Zhuang, Haibin Xie

09-08-2021

BLSTM and CNN Stacking Architecture for Speech Emotion Recognition
Dongdong Li, Linyu Sun, Xinlei Xu, Zhe Wang, Jing Zhang, Wenli Du

28-08-2021

Poisonous Label Attack: Black-Box Data Poisoning Attack with Enhanced Conditional DCGAN
Haiqing Liu, Daoxing Li, Yuancheng Li

06-09-2021

Siamese Pre-Trained Transformer Encoder for Knowledge Base Completion
Mengyao Li, Bo Wang, Jing Jiang

04-09-2021

Exposing DeepFake Videos Using Attention Based Convolutional LSTM Network
Yishan Su, Huawei Xia, Qi Liang, Weizhi Nie

05-09-2021

Refine for Semantic Segmentation Based on Parallel Convolutional Network with Attention Model
Gang Peng, Shiqi Yang, Hao Wang

22-07-2021

GAN Based Three-Stage-Training Algorithm for Multi-view Facial Expression Recognition
Ziyang Han, He Huang

23-07-2021

BERT Based Semi-Supervised Hybrid Approach for Aspect and Sentiment Classification
Avinash Kumar, Pranjal Gupta, Raghunathan Balan, Lalita Bhanu Murthy Neti, Aruna Malapati

28-07-2021

SRCNN-PIL: Side Road Convolution Neural Network Based on Pseudoinverse Learning Algorithm
Mohammed A. B. Mahmoud, Ping Guo, Ahmed Fathy, Kan Li

02-08-2021

A Two-Step Classification Method Based on Collaborative Representation for Positive and Unlabeled Learning
Yijin Wang, Yali Peng, Kai He, Shigang Liu, Jun Li

02-08-2021

CT-UNet: Context-Transfer-UNet for Building Segmentation in Remote Sensing Images
Sheng Liu, Huanran Ye, Kun Jin, Haohao Cheng

04-09-2021

Finger Vein De-noising Algorithm Based on Custom Sample-Texture Conditional Generative Adversarial Nets
Bifeng He, Lei Shen, Huaxia Wang, Yudong Yao, Guodong Zhao

23-07-2021

Subspace Clustering with Block Diagonal Sparse Representation
Xian Fang, Ruixun Zhang, Zhengxin Li, Xiuli Shao

23-07-2021

State Estimation for Round-Robin Protocol-Based Markovian Jumping Neural Networks with Mixed Time Delays
Cong Zou, Bing Li, Shishi Du, Xiaofeng Chen

Open Access 17-08-2021

Gradient-Based Training of Gaussian Mixture Models for High-Dimensional Streaming Data
Alexander Gepperth, Benedikt Pfülb

23-07-2021

Synchronization of Coupled Memristor Neural Networks with Time Delay: Positive Effects of Stochastic Delayed Impulses
Lulu Li, Yifan Sun, Mengmeng Wang, Wei Huang

29-07-2021

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

09-08-2021

Subspace Clustering via Integrating Sparse Representation and Adaptive Graph Learning
Zhiyang Gu, Zhenghong Deng, Yijie Huang, De Liu, Zhan Zhang

20-08-2021

Input-to-State Stability for Stochastic Delay Neural Networks with Markovian Switching
Yumei Fan, Huabin Chen

25-08-2021

Short Term Solar Power and Temperature Forecast Using Recurrent Neural Networks
Venkateswarlu Gundu, Sishaj P. Simon

15-09-2021

Stack-based Scale-recurrent Network for Face Image Deblurring
Yanqiu Wu, Chaoqun Hong, Xuebai Zhang, Yifan He

20-09-2021

BSS Method Based on Wavelet Transform and Improved EASI Algorithm and Its Application in EMI
Hongyi Li, Wei Lin, Di Zhao

03-08-2021

Salp Swarm Optimizer for Modeling Software Reliability Prediction Problems
Sofian Kassaymeh, Salwani Abdullah, Mohamad Al-Laham, Mohammed Alweshah, Mohammed Azmi Al-Betar, Zalinda Othman

11-08-2021

Self-supervised Monocular Trained Depth Estimation Using Triplet Attention and Funnel Activation
Xuezhi Xiang, Xiangdong Kong, Yujian Qiu, Kaixu Zhang, Ning Lv

09-08-2021

Time Analysis in Human Activity Recognition
Manuel Gil-Martín, Rubén San-Segundo, Fernando Fernández-Martínez, Javier Ferreiros-López

11-08-2021

Multi-stage Genetic Algorithm and Deep Neural Network for Robot Execution Failure Detection
Mohamed Elhadi Rahmani, Abdelmalek Amine, José Eduardo Fernandes

12-08-2021

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

11-08-2021

Stability and Hopf Bifurcation Analysis of a General Tri-diagonal BAM Neural Network with Delays
Tianshun Wang, Yu Wang, Zunshui Cheng

04-08-2021

PSO Based Neuro-fuzzy Model for Secondary Structure Prediction of Protein
Sana Akbar, Kamal Raj Pardasani, Nihar Ranjan Panda

07-08-2021

Adaboost-based Integration Framework Coupled Two-stage Feature Extraction with Deep Learning for Multivariate Exchange Rate Prediction
Jujie Wang, Yu Chen

12-08-2021

Fuzzy Coefficient of Impulsive Intensity in a Nonlinear Impulsive Control System
Babatunde Oluwaseun Onasanya, Shiping Wen, Yuming Feng, Wei Zhang, Jiong Xiong

04-09-2021

Multilevel Attention Models for Drug Target Binding Affinity Prediction
Nassima Aleb

25-08-2021

Residual Spatiotemporal Autoencoder with Skip Connected and Memory Guided Network for Detecting Video Anomalies
S. Chandrakala, V. Srinivas, K. Deepak

Open Access 22-07-2021

A Survey of Encoding Techniques for Signal Processing in Spiking Neural Networks
Daniel Auge, Julian Hille, Etienne Mueller, Alois Knoll

16-10-2021 | Correction

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

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