Dynamical Pattern Recognition for Sampling Sequences based on Deterministic Learning and Structural Stability
Publication date: Available online 6 June 2021Source: NeurocomputingAuthor(s): Weiming Wu, Fukai Zhang, Cong Wang, Chengzhi Yuan (Source: Neurocomputing)
Source: Neurocomputing - June 7, 2021 Category: Neuroscience Source Type: research

Accelerated convergent zeroing neurodynamics models for solving multi-linear systems with M-tensors
Publication date: Available online 6 June 2021Source: NeurocomputingAuthor(s): Shuqiao Wang, Long Jin, Xiujuan Du, Predrag S. Stanimirovi (Source: Neurocomputing)
Source: Neurocomputing - June 7, 2021 Category: Neuroscience Source Type: research

Deep Supervised Learning Using Self-Adaptive Auxiliary Loss for COVID-19 Diagnosis from Imbalanced CT Images
Publication date: Available online 7 June 2021Source: NeurocomputingAuthor(s): Kai Hu, Yingjie Huang, Wei Huang, Hui Tan, Zhineng Chen, Zheng Zhong, Xuanya Li, Yuan Zhang, Xieping Gao (Source: Neurocomputing)
Source: Neurocomputing - June 7, 2021 Category: Neuroscience Source Type: research

Density Saliency for Clustered Building Detection and Population Capacity Estimation
Publication date: Available online 5 June 2021Source: NeurocomputingAuthor(s): Kang Liu, Ju Huang, Mingliang Xu, Matjaž Perc, Xuelong Li (Source: Neurocomputing)
Source: Neurocomputing - June 6, 2021 Category: Neuroscience Source Type: research

Graph-based saliency detection using a learning joint affinity matrix
Publication date: Available online 5 June 2021Source: NeurocomputingAuthor(s): Fan Wang, Guohua Peng (Source: Neurocomputing)
Source: Neurocomputing - June 6, 2021 Category: Neuroscience Source Type: research

Particle Swarm Optimization Assisted B-spline Neural Network Based Predistorter Design to Enable Transmit Precoding for Nonlinear MIMO Downlink
Publication date: Available online 5 June 2021Source: NeurocomputingAuthor(s): Sheng Chen, Soon Xin Ng, Emad Khalaf, Ali Morfeq, Naif Alotaibi (Source: Neurocomputing)
Source: Neurocomputing - June 6, 2021 Category: Neuroscience Source Type: research

QRNN-MIDAS: A novel quantile regression neural network for mixed sampling frequency data
Publication date: Available online 5 June 2021Source: NeurocomputingAuthor(s): Qifa Xu, Shuting Liu, Cuixia Jiang, Xingxuan Zhuo (Source: Neurocomputing)
Source: Neurocomputing - June 6, 2021 Category: Neuroscience Source Type: research

Robust Multi-View Fuzzy Clustering via Softmin
Publication date: Available online 5 June 2021Source: NeurocomputingAuthor(s): Hongyuan Zhang, Rui Zhang, Xuelong Li, Yueshen Xu (Source: Neurocomputing)
Source: Neurocomputing - June 6, 2021 Category: Neuroscience Source Type: research

Domain-adaptive Modules for Stereo Matching Network
Publication date: Available online 5 June 2021Source: NeurocomputingAuthor(s): Zhi Ling, Kai Yang, Jinlong Li, Yu Zhang, Xiaorong Gao, Lin Luo, Liming Xie (Source: Neurocomputing)
Source: Neurocomputing - June 6, 2021 Category: Neuroscience Source Type: research

Context-Aware Self-Attention Networks for Natural Language Processing
Publication date: Available online 5 June 2021Source: NeurocomputingAuthor(s): Baosong Yang, Longyue Wang, Derek F. Wong, Shuming Shi, Zhaopeng Tu (Source: Neurocomputing)
Source: Neurocomputing - June 6, 2021 Category: Neuroscience Source Type: research

A Tile-fusion Method for Accelerating Winograd Convolutions
Publication date: Available online 5 June 2021Source: NeurocomputingAuthor(s): Zeyu Ji, Xingjun Zhang, Zheng Wei, Jingbo Li, Jia Wei (Source: Neurocomputing)
Source: Neurocomputing - June 6, 2021 Category: Neuroscience Source Type: research

Manifold Constrained Joint Sparse Learning via Non-convex Regularization
Publication date: Available online 5 June 2021Source: NeurocomputingAuthor(s): Jingjing Liu, Xianchao Xiu, Xin Jiang, Wanquan Liu, Xiaoyang Zeng, Mingyu Wang, Hui Chen (Source: Neurocomputing)
Source: Neurocomputing - June 6, 2021 Category: Neuroscience Source Type: research

Improving GAN with Inverse Cumulative Distribution Function for Tabular Data Synthesis
Publication date: Available online 5 June 2021Source: NeurocomputingAuthor(s): Ban Li, Senlin Luo, Xiaonan Qin, Limin Pan (Source: Neurocomputing)
Source: Neurocomputing - June 5, 2021 Category: Neuroscience Source Type: research

Deep cascading network architecture for robust automatic modulation classification
Publication date: 30 September 2021Source: Neurocomputing, Volume 455Author(s): Lintianran Weng, Yuan He, Jianhua Peng, Jianchao Zheng, Xinyu Li (Source: Neurocomputing)
Source: Neurocomputing - June 5, 2021 Category: Neuroscience Source Type: research

Unsupervised Moiré Pattern Removal for Recaptured Screen Images
Publication date: Available online 2 June 2021Source: NeurocomputingAuthor(s): Huanjing Yue, Yijia Cheng, Fanglong Liu, Jingyu Yang (Source: Neurocomputing)
Source: Neurocomputing - June 3, 2021 Category: Neuroscience Source Type: research