Ausgabe 6/2021
Inhalt (46 Artikel)
ParsBERT: Transformer-based Model for Persian Language Understanding
Mehrdad Farahani, Mohammad Gharachorloo, Marzieh Farahani, Mohammad Manthouri
Self-Supervised Convolutional Subspace Clustering Network with the Block Diagonal Regularizer
Maoshan Liu, Yan Wang, Zhicheng Ji
Correlation Projection for Analytic Learning of a Classification Network
Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
Study on Neural Network Integration Method Based on Morphological Associative Memory Framework
Naiqin Feng, Xiuqin Geng, Bin Sun
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
Intermittent Control Based Exponential Synchronization of Inertial Neural Networks with Mixed Delays
Jiaojiao Hui, Cheng Hu, Juan Yu, Haijun Jiang
-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
Synchronization in Fixed Time for Reaction–Diffusion Quaternion-Valued NNs with Nonlinear Interconnected Protocol and Its Application
Jingtao Man, Xiaona Song, Shuai Song
CCCIH: Content-consistency Coverless Information Hiding Method Based on Generative Models
Qi Li, Xingyuan Wang, Xiaoyu Wang, Yunqing Shi
Two-Objective Filtering for Takagi–Sugeno Fuzzy Hopfield Neural Networks with Time-Variant Delay
Qi Hu, Lezhu Chen, Jianping Zhou, Zhen Wang
Identification of Influential Nodes for Drone Swarm Based on Graph Neural Networks
Qiang Wang, Dongye Zhuang, Haibin Xie
BLSTM and CNN Stacking Architecture for Speech Emotion Recognition
Dongdong Li, Linyu Sun, Xinlei Xu, Zhe Wang, Jing Zhang, Wenli Du
Poisonous Label Attack: Black-Box Data Poisoning Attack with Enhanced Conditional DCGAN
Haiqing Liu, Daoxing Li, Yuancheng Li
Siamese Pre-Trained Transformer Encoder for Knowledge Base Completion
Mengyao Li, Bo Wang, Jing Jiang
Exposing DeepFake Videos Using Attention Based Convolutional LSTM Network
Yishan Su, Huawei Xia, Qi Liang, Weizhi Nie
Refine for Semantic Segmentation Based on Parallel Convolutional Network with Attention Model
Gang Peng, Shiqi Yang, Hao Wang
BERT Based Semi-Supervised Hybrid Approach for Aspect and Sentiment Classification
Avinash Kumar, Pranjal Gupta, Raghunathan Balan, Lalita Bhanu Murthy Neti, Aruna Malapati
SRCNN-PIL: Side Road Convolution Neural Network Based on Pseudoinverse Learning Algorithm
Mohammed A. B. Mahmoud, Ping Guo, Ahmed Fathy, Kan Li
A Two-Step Classification Method Based on Collaborative Representation for Positive and Unlabeled Learning
Yijin Wang, Yali Peng, Kai He, Shigang Liu, Jun Li
CT-UNet: Context-Transfer-UNet for Building Segmentation in Remote Sensing Images
Sheng Liu, Huanran Ye, Kun Jin, Haohao Cheng
Finger Vein De-noising Algorithm Based on Custom Sample-Texture Conditional Generative Adversarial Nets
Bifeng He, Lei Shen, Huaxia Wang, Yudong Yao, Guodong Zhao
Subspace Clustering with Block Diagonal Sparse Representation
Xian Fang, Ruixun Zhang, Zhengxin Li, Xiuli Shao
State Estimation for Round-Robin Protocol-Based Markovian Jumping Neural Networks with Mixed Time Delays
Cong Zou, Bing Li, Shishi Du, Xiaofeng Chen
Gradient-Based Training of Gaussian Mixture Models for High-Dimensional Streaming Data
Alexander Gepperth, Benedikt Pfülb
Synchronization of Coupled Memristor Neural Networks with Time Delay: Positive Effects of Stochastic Delayed Impulses
Lulu Li, Yifan Sun, Mengmeng Wang, Wei Huang
Subspace Clustering via Integrating Sparse Representation and Adaptive Graph Learning
Zhiyang Gu, Zhenghong Deng, Yijie Huang, De Liu, Zhan Zhang
Input-to-State Stability for Stochastic Delay Neural Networks with Markovian Switching
Yumei Fan, Huabin Chen
Short Term Solar Power and Temperature Forecast Using Recurrent Neural Networks
Venkateswarlu Gundu, Sishaj P. Simon
Stack-based Scale-recurrent Network for Face Image Deblurring
Yanqiu Wu, Chaoqun Hong, Xuebai Zhang, Yifan He
BSS Method Based on Wavelet Transform and Improved EASI Algorithm and Its Application in EMI
Hongyi Li, Wei Lin, Di Zhao
Salp Swarm Optimizer for Modeling Software Reliability Prediction Problems
Sofian Kassaymeh, Salwani Abdullah, Mohamad Al-Laham, Mohammed Alweshah, Mohammed Azmi Al-Betar, Zalinda Othman
Self-supervised Monocular Trained Depth Estimation Using Triplet Attention and Funnel Activation
Xuezhi Xiang, Xiangdong Kong, Yujian Qiu, Kaixu Zhang, Ning Lv
Time Analysis in Human Activity Recognition
Manuel Gil-Martín, Rubén San-Segundo, Fernando Fernández-Martínez, Javier Ferreiros-López
Multi-stage Genetic Algorithm and Deep Neural Network for Robot Execution Failure Detection
Mohamed Elhadi Rahmani, Abdelmalek Amine, José Eduardo Fernandes
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
Stability and Hopf Bifurcation Analysis of a General Tri-diagonal BAM Neural Network with Delays
Tianshun Wang, Yu Wang, Zunshui Cheng
PSO Based Neuro-fuzzy Model for Secondary Structure Prediction of Protein
Sana Akbar, Kamal Raj Pardasani, Nihar Ranjan Panda
Fuzzy Coefficient of Impulsive Intensity in a Nonlinear Impulsive Control System
Babatunde Oluwaseun Onasanya, Shiping Wen, Yuming Feng, Wei Zhang, Jiong Xiong
Residual Spatiotemporal Autoencoder with Skip Connected and Memory Guided Network for Detecting Video Anomalies
S. Chandrakala, V. Srinivas, K. Deepak
A Survey of Encoding Techniques for Signal Processing in Spiking Neural Networks
Daniel Auge, Julian Hille, Etienne Mueller, Alois Knoll
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