Connectionists: NEURAL NETWORKS, Dec. 2020

[Wang, Deliang]

Neural Networks - Volume 132, December 2020
https://www.journals.elsevier.com/neural-networks


Exploiting bi-directional global transition patterns and personal preferences for missing POI category identification
Dongbo Xi, Fuzhen Zhuang, Yanchi Liu, Hengshu Zhu, ... Qing He

Quantum-like influence diagrams for decision-making
Catarina Moreira, Prayag Tiwari, Hari Mohan Pandey, Peter Bruza, Andreas Wichert

Efficient search for informational cores in complex systems: Application to brain networks
Jun Kitazono, Ryota Kanai, Masafumi Oizumi

Learning to select actions shapes recurrent dynamics in the corticostriatal system
Christian D. Marton, Simon R. Schultz, Bruno B. Averbeck

Self-grouping convolutional neural networks
Qingbei Guo, Xiao-Jun Wu, Josef Kittler, Zhiquan Feng

A robust algorithm for explaining unreliable machine learning survival models using the Kolmogorov-Smirnov bounds
Maxim S. Kovalev, Lev V. Utkin

Adaptive balancing of exploration and exploitation around the edge of chaos in internal-chaos-based learning
Toshitaka Matsuki, Katsunari Shibata

Event-driven  control with critic learning for nonlinear systems
Xiong Yang, Zhongke Gao, Jinhui Zhang

Hierarchical fusion of common sense knowledge and classifier decisions for answer selection in community question answering
Min Yang, Lei Chen, Ziyu Lyu, Junhao Liu, ... Qingyao Wu

CariGAN: Caricature generation through weakly paired adversarial learning
Wenbin Li, Wei Xiong, Haofu Liao, Jing Huo, ... Jiebo Luo

Improved dual-scale residual network for image super-resolution
Huan Liu, Feilong Cao

Emotional EEG classification using connectivity features and convolutional neural networks
Seong-Eun Moon, Chun-Jui Chen, Cho-Jui Hsieh, Jane-Ling Wang, Jong-Seok Lee

Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences
Weihua He, YuJie Wu, Lei Deng, Guoqi Li, ... Yuan Xie

Learning image features with fewer labels using a semi-supervised deep convolutional network
Fernando P. dos Santos, Cemre Zor, Josef Kittler, Moacir A. Ponti

Unsupervised spectral mapping and feature selection for hyperspectral anomaly detection
Weiying Xie, Yunsong Li, Jie Lei, Jian Yang, ... Zhen Li

Frequency-dependent organization of the brain's functional network through delayed-interactions
Abolfazl Ziaeemehr, Mina Zarei, Alireza Valizadeh, Claudio R. Mirasso

MGAT: Multi-view Graph Attention Networks
Yu Xie, Yuanqiao Zhang, Maoguo Gong, Zedong Tang, Chao Han

Low-rank tensor constrained co-regularized multi-view spectral clustering
Huiling Xu, Xiangdong Zhang, Wei Xia, Quanxue Gao, Xinbo Gao

Analysis of the transferability and robustness of GANs evolved for Pareto set approximations
Unai Garciarena, Alexander Mendiburu, Roberto Santana

Hybrid tensor decomposition in neural network compression
Bijiao Wu, Dingheng Wang, Guangshe Zhao, Lei Deng, Guoqi Li

GP-GAN: Brain tumor growth prediction using stacked 3D generative adversarial networks from longitudinal MR Images
Ahmed Elazab, Changmiao Wang, Syed Jamal Safdar Gardezi, Hongmin Bai, ... Baiying Lei

Multi-label zero-shot learning with graph convolutional networks
Guangjin Ou, Guoxian Yu, Carlotta Domeniconi, Xuequan Lu, Xiangliang Zhang

High-content image generation for drug discovery using generative adversarial networks
Shaista Hussain, Ayesha Anees, Ankit Das, Binh P. Nguyen, ... Amit Singhal

Dual-regression model for visual tracking
Xin Li, Qiao Liu, Nana Fan, Zikun Zhou, ... Xiao-yuan Jing

Deconvolutional neural network for image super-resolution
Feilong Cao, Kaixuan Yao, Jiye Liang

Neurodynamical classifiers with low model complexity
Himanshu Pant, Sumit Soman, Jayadeva, Amit Bhaya

On the robustness of skeleton detection against adversarial attacks
Xiuxiu Bai, Ming Yang, Zhe Liu

High-dimensional dynamics of generalization error in neural networks
Madhu S. Advani, Andrew M. Saxe, Haim Sompolinsky

Latent Dirichlet allocation based generative adversarial networks
Lili Pan, Shen Cheng, Jian Liu, Peijun Tang, ... Zenglin Xu

Lower dimensional kernels for video discriminators
Emmanuel Kahembwe, Subramanian Ramamoorthy

H_infinity and l_2 - l_infinity state estimation for delayed memristive neural networks on finite horizon: The Round-Robin protocol
Hongjian Liu, Zidong Wang, Weiyin Fei, Jiahui Li

SympNets: Intrinsic structure-preserving symplectic networks for identifying Hamiltonian systems
Pengzhan Jin, Zhen Zhang, Aiqing Zhu, Yifa Tang, George Em Karniadakis

Dynamic event-based state estimation for delayed artificial neural networks with multiplicative noises: A gain-scheduled approach
Shuai Liu, Zidong Wang, Yun Chen, Guoliang Wei

Stochastic DCA for minimizing a large sum of DC functions with application to multi-class logistic regression
Hoai An Le Thi, Hoai Minh Le, Duy Nhat Phan, Bach Tran

A direct approach for function approximation on data defined manifolds
H.N. Mhaskar

Boundary Mittag-Leffler stabilization of fractional reaction-diffusion cellular neural networks
Xiao-Zhen Liu, Ze-Tao Li, Kai-Ning Wu

Exponential synchronization of neural networks with time-varying delays and stochastic impulses
Yifan Sun, Lulu Li, Xiaoyang Liu

Event-triggered impulsive synchronization of discrete-time coupled neural networks with stochastic perturbations and multiple delays
Huiyuan Li, Jian-an Fang, Xiaofan Li, Leszek Rutkowski, Tingwen Huang

An improved Lyapunov functional with application to stability of Cohen-Grossberg neural networks of neutral-type with multiple delays
Ozlem Faydasicok

High tissue contrast image synthesis via multistage attention-GAN: Application to segmenting brain MR scans
Mohammad Hamghalam, Tianfu Wang, Baiying Lei

Real-time gun detection in CCTV: An open problem
Jose L. Salazar Gonzalez, Carlos Zaccaro, Juan A. Alvarez-Garcia, Luis M. Soria Morillo, Fernando Sancho Caparrini

AMD-GAN: Attention encoder and multi-branch structure based generative adversarial networks for fundus disease detection from scanning laser ophthalmoscopy images
Hai Xie, Haijun Lei, Xianlu Zeng, Yejun He, ... Baiying Lei

Human interaction behavior modeling using Generative Adversarial Networks
Yusuke Nishimura, Yutaka Nakamura, Hiroshi Ishiguro
-------------- next part --------------
An HTML attachment was scrubbed...
URL: <http://mailman.srv.cs.cmu.edu/pipermail/connectionists/attachments/20201124/3e61aaca/attachment.html>