Volume 132

Neural Networks

Volume 132

1

MGAT: Multi-view Graph Attention Networks

Xie, Yu, Zhang, Yuanqiao, Gong, Maoguo, Tang, Zedong, Han, Chao

Journal:

Neural Networks

Year:

2020

File:

PDF, 668 KB

2020

2

Emotional EEG classification using connectivity features and convolutional neural networks

Moon, Seong-Eun, Chen, Chun-Jui, Hsieh, Cho-Jui, Wang, Jane-Ling, Lee, Jong-Seok

Journal:

Neural Networks

Year:

2020

File:

PDF, 1.25 MB

2020

3

Dynamic event-based state estimation for delayed artificial neural networks with multiplicative noises: A gain-scheduled approach

Liu, Shuai, Wang, Zidong, Chen, Yun, Wei, Guoliang

Journal:

Neural Networks

Year:

2020

File:

PDF, 644 KB

2020

4

Hybrid tensor decomposition in neural network compression

Wu, Bijiao, Wang, Dingheng, Zhao, Guangshe, Deng, Lei, Li, Guoqi

Journal:

Neural Networks

Year:

2020

File:

PDF, 973 KB

2020

5

High-content image generation for drug discovery using generative adversarial networks

Hussain, Shaista, Anees, Ayesha, Das, Ankit, Nguyen, Binh P., Marzuki, Mardiana, Lin, Shuping, Wright, Graham, Singhal, Amit

Journal:

Neural Networks

Year:

2020

File:

PDF, 3.37 MB

2020

6

Multi-label zero-shot learning with graph convolutional networks

Ou, Guangjin, Yu, Guoxian, Domeniconi, Carlotta, Lu, Xuequan, Zhang, Xiangliang

Journal:

Neural Networks

Year:

2020

File:

PDF, 1.03 MB

2020

7

Real-time gun detection in CCTV: An open problem

SalazarÂ GonzÃ¡lez, Jose L., Zaccaro, Carlos, Ãlvarez-GarcÃa, Juan A., SoriaÂ Morillo, Luis M., SanchoÂ Caparrini, Fernando

Journal:

Neural Networks

Year:

2020

File:

PDF, 2.37 MB

2020

8

Hierarchical fusion of common sense knowledge and classifier decisions for answer selection in community question answering

Yang, Min, Chen, Lei, Lyu, Ziyu, Liu, Junhao, Shen, Ying, Wu, Qingyao

Journal:

Neural Networks

Year:

2020

File:

PDF, 1.28 MB

2020

9

state estimation for delayed memristive neural networks on finite horizon: The Round-Robin protocol

Liu, Hongjian, Wang, Zidong, Fei, Weiyin, Li, Jiahui

Journal:

Neural Networks

Year:

2020

File:

PDF, 653 KB

2020

10

Exploiting bi-directional global transition patterns and personal preferences for missing POI category identification

Xi, Dongbo, Zhuang, Fuzhen, Liu, Yanchi, Zhu, Hengshu, Zhao, Pengpeng, Tan, Chang, He, Qing

Journal:

Neural Networks

Year:

2020

File:

PDF, 665 KB

2020

11

Learning to select actions shapes recurrent dynamics in the corticostriatal system

MÃ¡rton, Christian D., Schultz, Simon R., Averbeck, Bruno B.

Journal:

Neural Networks

Year:

2020

File:

PDF, 4.40 MB

2020

12

Event-triggered impulsive synchronization of discrete-time coupled neural networks with stochastic perturbations and multiple delays

Li, Huiyuan, Fang, Jian-an, Li, Xiaofan, Rutkowski, Leszek, Huang, Tingwen

Journal:

Neural Networks

Year:

2020

File:

PDF, 1.11 MB

2020

13

High tissue contrast image synthesis via multistage attention-GAN: Application to segmenting brain MR scans

Hamghalam, Mohammad, Wang, Tianfu, Lei, Baiying

Journal:

Neural Networks

Year:

2020

File:

PDF, 2.34 MB

2020

14

GP-GAN: Brain tumor growth prediction using stacked 3D generative adversarial networks from longitudinal MR Images

Elazab, Ahmed, Wang, Changmiao, Gardezi, Syed Jamal Safdar, Bai, Hongmin, Hu, Qingmao, Wang, Tianfu, Chang, Chunqi, Lei, Baiying

Journal:

Neural Networks

Year:

2020

File:

PDF, 2.55 MB

2020

15

Low-rank tensor constrained co-regularized multi-view spectral clustering

Xu, Huiling, Zhang, Xiangdong, Xia, Wei, Gao, Quanxue, Gao, Xinbo

Journal:

Neural Networks

Year:

2020

File:

PDF, 550 KB

2020

16

AMD-GAN: Attention encoder and multi-branch structure based generative adversarial networks for fundus disease detection from scanning laser ophthalmoscopy images

Xie, Hai, Lei, Haijun, Zeng, Xianlu, He, Yejun, Chen, Guozhen, Elazab, Ahmed, Yue, Guanghui, Wang, Jiantao, Zhang, Guoming, Lei, Baiying

Journal:

Neural Networks

Year:

2020

File:

PDF, 3.38 MB

2020

17

Latent Dirichlet allocation based generative adversarial networks

Pan, Lili, Cheng, Shen, Liu, Jian, Tang, Peijun, Wang, Bowen, Ren, Yazhou, Xu, Zenglin

Journal:

Neural Networks

Year:

2020

File:

PDF, 3.31 MB

2020

18

SympNets: Intrinsic structure-preserving symplectic networks for identifying Hamiltonian systems

Jin, Pengzhan, Zhang, Zhen, Zhu, Aiqing, Tang, Yifa, Karniadakis, George Em

Journal:

Neural Networks

Year:

2020

File:

PDF, 941 KB

2020

19

Deconvolutional neural network for image super-resolution

Cao, Feilong, Yao, Kaixuan, Liang, Jiye

Journal:

Neural Networks

Year:

2020

File:

PDF, 1.98 MB

2020

20

An improved Lyapunov functional with application to stability of CohenâGrossberg neural networks of neutral-type with multiple delays

Faydasicok, Ozlem

Journal:

Neural Networks

Year:

2020

File:

PDF, 486 KB

2020

21

Improved dual-scale residual network for image super-resolution

Liu, Huan, Cao, Feilong

Journal:

Neural Networks

Year:

2020

File:

PDF, 3.68 MB

2020

22

Neurodynamical classifiers with low model complexity

Pant, Himanshu, Soman, Sumit, Jayadeva,, Bhaya, Amit

Journal:

Neural Networks

Year:

2020

File:

PDF, 2.67 MB

2020

23

Boundary Mittag-Leffler stabilization of fractional reactionâdiffusion cellular neural networks

Liu, Xiao-Zhen, Li, Ze-Tao, Wu, Kai-Ning

Journal:

Neural Networks

Year:

2020

File:

PDF, 5.30 MB

2020

24

Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences

He, Weihua, Wu, YuJie, Deng, Lei, Li, Guoqi, Wang, Haoyu, Tian, Yang, Ding, Wei, Wang, Wenhui, Xie, Yuan

Journal:

Neural Networks

Year:

2020

File:

PDF, 2.18 MB

2020

25

A robust algorithm for explaining unreliable machine learning survival models using the KolmogorovâSmirnov bounds

Kovalev, Maxim S., Utkin, Lev V.

Journal:

Neural Networks

Year:

2020

File:

PDF, 4.99 MB

2020

26

Frequency-dependent organization of the brainâs functional network through delayed-interactions

Ziaeemehr, Abolfazl, Zarei, Mina, Valizadeh, Alireza, Mirasso, Claudio R.

Journal:

Neural Networks

Year:

2020

File:

PDF, 1.88 MB

2020

27

Self-grouping convolutional neural networks

Guo, Qingbei, Wu, Xiao-Jun, Kittler, Josef, Feng, Zhiquan

Journal:

Neural Networks

Year:

2020

File:

PDF, 839 KB

2020

28

Unsupervised spectral mapping and feature selection for hyperspectral anomaly detection

Xie, Weiying, Li, Yunsong, Lei, Jie, Yang, Jian, Li, Jiaojiao, Jia, Xiuping, Li, Zhen

Journal:

Neural Networks

Year:

2020

File:

PDF, 3.02 MB

2020

29

Learning image features with fewer labels using a semi-supervised deep convolutional network

dos Santos, Fernando P., Zor, Cemre, Kittler, Josef, Ponti, Moacir A.

Journal:

Neural Networks

Year:

2020

File:

PDF, 2.91 MB

2020

30

Adaptive balancing of exploration and exploitation around the edge of chaos in internal-chaos-based learning

Matsuki, Toshitaka, Shibata, Katsunari

Journal:

Neural Networks

Year:

2020

File:

PDF, 3.95 MB

2020

31

A direct approach for function approximation on data defined manifolds

Journal:

Neural Networks

Year:

2020

File:

PDF, 1.10 MB

2020

32

Stochastic DCA for minimizing a large sum of DC functions with application to multi-class logistic regression

Le Thi, Hoai An, Le, Hoai Minh, Phan, Duy Nhat, Tran, Bach

Journal:

Neural Networks

Year:

2020

File:

PDF, 644 KB

2020

33

Exponential synchronization of neural networks with time-varying delays and stochastic impulses

Sun, Yifan, Li, Lulu, Liu, Xiaoyang

Journal:

Neural Networks

Year:

2020

File:

PDF, 972 KB

2020

34

Current Events

Journal:

Neural Networks

Year:

2020

File:

PDF, 61 KB

2020

35

INN/ENNS/JNNS - Membership Applic. Form

Journal:

Neural Networks

Year:

2020

File:

PDF, 192 KB

2020

36

Editorial Board

Journal:

Neural Networks

Year:

2020

File:

PDF, 2.04 MB

2020

37

Announcement of the Neural Networks Best Paper Award

Doya, Kenji, Wang, DeLiang

Journal:

Neural Networks

Year:

2020

File:

PDF, 388 KB

2020

38

On the robustness of skeleton detection against adversarial attacks

Bai, Xiuxiu, Yang, Ming, Liu, Zhe

Journal:

Neural Networks

Year:

2020

File:

PDF, 61 KB

2020

39

control with critic learning for nonlinear systems

Yang, Xiong, Gao, Zhongke, Zhang, Jinhui

Journal:

Neural Networks

Year:

2020

File:

PDF, 897 KB

2020

40

Efficient search for informational cores in complex systems: Application to brain networks

Kitazono, Jun, Kanai, Ryota, Oizumi, Masafumi

Journal:

Neural Networks

Year:

2020

File:

PDF, 898 KB

2020

41

Human interaction behavior modeling using Generative Adversarial Networks

Nishimura, Yusuke, Nakamura, Yutaka, Ishiguro, Hiroshi

Journal:

Neural Networks

Year:

2020

File:

PDF, 2.12 MB

2020

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