Utilizing Graph Neural Networks to Improving Dialogue-based Relation Extraction
Publication date: Available online 25 May 2021Source: NeurocomputingAuthor(s): Lulu Zhao, Weiran Xu, Sheng Gao, Jun Guo (Source: Neurocomputing)
Source: Neurocomputing - May 25, 2021 Category: Neuroscience Source Type: research

Almost sure exponential synchronization of network systems under a new intermittent noise-diffusion layer
Publication date: Available online 25 May 2021Source: NeurocomputingAuthor(s): Ying Guo, Yifan Zhang, Yongbao Wu (Source: Neurocomputing)
Source: Neurocomputing - May 25, 2021 Category: Neuroscience Source Type: research

FG-RS: Capture user fine-grained preferences through attribute information for Recommender Systems
Publication date: Available online 25 May 2021Source: NeurocomputingAuthor(s): Hai Chen, Fulan Qian, Jie Chen, Shu Zhao, Yanping Zhang (Source: Neurocomputing)
Source: Neurocomputing - May 25, 2021 Category: Neuroscience Source Type: research

Progressive Low-Rank Subspace Alignment Based on Semi-Supervised Joint Domain Adaption for Personalized Emotion Recognition
Publication date: Available online 25 May 2021Source: NeurocomputingAuthor(s): Junhai Luo, Man Wu, Zhiyan Wang, Yanping Chen, Yang Yang (Source: Neurocomputing)
Source: Neurocomputing - May 25, 2021 Category: Neuroscience Source Type: research

Dynamic Analysis of Disease Progression in Alzheimer's Disease under the Influence of Hybrid Synapse and Spatially Correlated Noise
Publication date: Available online 25 May 2021Source: NeurocomputingAuthor(s): Weiping Wang, Chang He, Zhen Wang, Jun Cheng, Xishuo Mo, Kuo Tian, Denggui Fan, Xiong Luo, Manman Yuan, Jürgen Kurths (Source: Neurocomputing)
Source: Neurocomputing - May 25, 2021 Category: Neuroscience Source Type: research

Cross-modality online distillation for multi-view action recognition
Publication date: Available online 25 May 2021Source: NeurocomputingAuthor(s): Chao Xu, Xia Wu, Yachun Li, Yining Jin, Mengmeng Wang, Yong Liu (Source: Neurocomputing)
Source: Neurocomputing - May 25, 2021 Category: Neuroscience Source Type: research

Unsupervised Brain Tumor Segmentation using a Symmetric-driven Adversarial Network
Publication date: Available online 25 May 2021Source: NeurocomputingAuthor(s): Xinheng Wu, Lei Bi, Michael Fulham, David Dagan Feng, Luping Zhou, Jinman Kim (Source: Neurocomputing)
Source: Neurocomputing - May 25, 2021 Category: Neuroscience Source Type: research

A Generic FPGA-based Hardware Architecture for Recursive Least Mean p-Power Extreme Learning Machine
Publication date: Available online 25 May 2021Source: NeurocomputingAuthor(s): Hui Huang, Jing Yang, Hai-Jun Rong, Shaoyi Du (Source: Neurocomputing)
Source: Neurocomputing - May 25, 2021 Category: Neuroscience Source Type: research

Neural Networks-Based Adaptive Tracking Control of Multi-Agent Systems with Output-Constrained and Unknown Hysteresis
Publication date: Available online 25 May 2021Source: NeurocomputingAuthor(s): Zhihua Guo, Hong Xue, Yingnan Pan (Source: Neurocomputing)
Source: Neurocomputing - May 25, 2021 Category: Neuroscience Source Type: research

Learning to Restore Light Fields under Low-Light Imaging
Publication date: Available online 25 May 2021Source: NeurocomputingAuthor(s): Shansi Zhang, Edmund Y. Lam (Source: Neurocomputing)
Source: Neurocomputing - May 25, 2021 Category: Neuroscience Source Type: research

Self-supervised Cross-Iterative Clustering for Unlabeled Plant Disease Images
Publication date: Available online 25 May 2021Source: NeurocomputingAuthor(s): Uno Fang, Jianxin Li, Xuequan Lu, Longxiang Gao, Mumtaz Ali, Yong Xiang (Source: Neurocomputing)
Source: Neurocomputing - May 25, 2021 Category: Neuroscience Source Type: research

On combining acoustic and modulation spectrograms in an attention LSTM-based system for speech intelligibility level classification
Publication date: Available online 25 May 2021Source: NeurocomputingAuthor(s): Ascensión Gallardo-Antolín, Juan M. Montero (Source: Neurocomputing)
Source: Neurocomputing - May 25, 2021 Category: Neuroscience Source Type: research

FIN-GAN: Face Illumination Normalization via Retinex-based Self-supervised Learning and Conditional Generative Adversarial Network
Publication date: Available online 25 May 2021Source: NeurocomputingAuthor(s): Yaocong Hu, Mingqi Lu, Chao Xie, Xiaobo Lu (Source: Neurocomputing)
Source: Neurocomputing - May 25, 2021 Category: Neuroscience Source Type: research

Hyperspectral image restoration via superpixel segmentation of smooth band
Publication date: Available online 25 May 2021Source: NeurocomputingAuthor(s): Ya-Ru Fan, Ting-Zhu Huang (Source: Neurocomputing)
Source: Neurocomputing - May 25, 2021 Category: Neuroscience Source Type: research

Incorporating Explicit Syntactic Dependency for Aspect Level Sentiment Classification
Publication date: Available online 25 May 2021Source: NeurocomputingAuthor(s): Wenjun Ke, Jinhua Gao, Huawei Shen, Xueqi Cheng (Source: Neurocomputing)
Source: Neurocomputing - May 25, 2021 Category: Neuroscience Source Type: research