Fuzzy Reinforced Polynomial Neural Networks Constructed with the Aid of PNN Architecture and Fuzzy Hybrid Predictor Based on Nonlinear Function
Publication date: Available online 25 June 2021Source: NeurocomputingAuthor(s): Wei Huang, Sung-Kwun Oh, Witold Pedrycz (Source: Neurocomputing)
Source: Neurocomputing - June 26, 2021 Category: Neuroscience Source Type: research

Guest Editorial: Knowledge Graph Representation and Reasoning
Publication date: Available online 23 June 2021Source: NeurocomputingAuthor(s): Erik Cambria, Shaoxiong Ji, Shirui Pan, Philip S. Yu (Source: Neurocomputing)
Source: Neurocomputing - June 24, 2021 Category: Neuroscience Source Type: research

Adaptive Neural Design of Fixed-Time Controllers for MIMO Systems with Nonlinear Static and Dynamic Interactions
Publication date: Available online 22 June 2021Source: NeurocomputingAuthor(s): Kaixin Lu, Zhi Liu, C.L.Philip Chen, Yun Zhang (Source: Neurocomputing)
Source: Neurocomputing - June 23, 2021 Category: Neuroscience Source Type: research

A Lightweight Propagation Path Aggregating Network with Neural Topic Model for Rumor Detection
Publication date: Available online 22 June 2021Source: NeurocomputingAuthor(s): Pengfei Zhang, Hongyan Ran, Caiyan Jia, Xuanya Li, Xueming Han (Source: Neurocomputing)
Source: Neurocomputing - June 23, 2021 Category: Neuroscience Source Type: research

Unnoticeable Synthetic Face Replacement for Image Privacy Protection
Publication date: Available online 23 June 2021Source: NeurocomputingAuthor(s): Zhenzhong Kuang, Zhiqiang Guo, Jinglong Fang, Jun Yu, Noboru Babaguchi, Jianping Fan (Source: Neurocomputing)
Source: Neurocomputing - June 23, 2021 Category: Neuroscience Source Type: research

Deep Q-Network based real-time active disturbance rejection controller parameter tuning for multi-area interconnected power systems
Publication date: Available online 23 June 2021Source: NeurocomputingAuthor(s): Yuemin Zheng, Qinglin Sun, Zengqiang Chen, Mingwei Sun, Jin Tao, Hao Sun (Source: Neurocomputing)
Source: Neurocomputing - June 23, 2021 Category: Neuroscience Source Type: research

Lithium-ion Battery Diagnostics and Prognostics Enhanced with Dempster-Shafer Decision Fusion
Publication date: Available online 23 June 2021Source: NeurocomputingAuthor(s): John Weddington, Guangxing Niu, Renxiang Chen, Wuzhao Yan, Bin Zhang (Source: Neurocomputing)
Source: Neurocomputing - June 23, 2021 Category: Neuroscience Source Type: research

Accelerating Reinforcement Learning using EEG-based Implicit Human Feedback
Publication date: Available online 23 June 2021Source: NeurocomputingAuthor(s): Duo Xu, Mohit Agarwal, Ekansh Gupta, Faramarz Fekri, Raghupathy Sivakumar (Source: Neurocomputing)
Source: Neurocomputing - June 23, 2021 Category: Neuroscience Source Type: research

Multi-Scale Graph Attention Subspace Clustering Network
Publication date: Available online 23 June 2021Source: NeurocomputingAuthor(s): Tong Wang, Junhua Wu, Zhenquan Zhang, Wen Zhou, Guang Chen, Shasha Liu (Source: Neurocomputing)
Source: Neurocomputing - June 23, 2021 Category: Neuroscience Source Type: research

Fully Convolutional Siamese Networks Based Change Detection for Optical Aerial Images with Focal Contrastive Loss
Publication date: Available online 23 June 2021Source: NeurocomputingAuthor(s): Zhixue Wang, Chaoyong Peng, Yu Zhang,Nan Wang, Lin Luo (Source: Neurocomputing)
Source: Neurocomputing - June 23, 2021 Category: Neuroscience Source Type: research

Error-feedback Stochastic Modeling Strategy for Time Series Forecasting with Convolutional Neural Networks
Publication date: Available online 21 June 2021Source: NeurocomputingAuthor(s): Xinze Zhang, Kun He, Yukun Bao (Source: Neurocomputing)
Source: Neurocomputing - June 22, 2021 Category: Neuroscience Source Type: research

Scalable and Memory-Efficient Sparse Learning for Classification with Approximate Bayesian Regularization Priors
Publication date: Available online 21 June 2021Source: NeurocomputingAuthor(s): Jiahua Luo, Yanfen Gan, Chi-Man Vong, Chi-Man Wong, Chuangquan Chen (Source: Neurocomputing)
Source: Neurocomputing - June 22, 2021 Category: Neuroscience Source Type: research

One Dimensional Convolutional Neural Networks for Seizure Onset Detection Using Long-term Scalp and Intracranial EEG
Publication date: Available online 20 June 2021Source: NeurocomputingAuthor(s): Xiaoshuang Wang, Xiulin Wang, Wenya Liu, Zheng Chang, Tommi Karkkainen, Fengyu Cong (Source: Neurocomputing)
Source: Neurocomputing - June 21, 2021 Category: Neuroscience Source Type: research

JTSG: A Joint Term-Sentiment Generator for Aspect-based Sentiment Analysis
Publication date: Available online 20 June 2021Source: NeurocomputingAuthor(s): Zuocheng Li, Lishuang Li, Anqiao Zhou, Hongbin Lu (Source: Neurocomputing)
Source: Neurocomputing - June 21, 2021 Category: Neuroscience Source Type: research

Support vector machines with the ε- insensitive pinball loss function for uncertain data classification
Publication date: Available online 20 June 2021Source: NeurocomputingAuthor(s): Zhizheng Liang, Lei Zhang (Source: Neurocomputing)
Source: Neurocomputing - June 21, 2021 Category: Neuroscience Source Type: research