Connectionists: NEURAL NETWORKS, Oct. 2020

[Wang, Deliang]

Neural Networks - Volume 130, October 2020
https://www.journals.elsevier.com/neural-networks


Stability of delayed inertial neural networks on time scales: A unified matrix-measure approach
Qiang Xiao, Tingwen Huang

Dynamical system based compact deep hybrid network for classification of Parkinson disease related EEG signals
Syed Aamir Ali Shah, Lei Zhang, Abdul Bais

Block-term tensor neural networks
Jinmian Ye, Guangxi Li, Di Chen, Haiqin Yang, ... Zenglin Xu

Heart sound classification based on improved MFCC features and convolutional recurrent neural networks
Muqing Deng, Tingting Meng, Jiuwen Cao, Shimin Wang, ... Huijie Fan

Learning explicitly transferable representations for domain adaptation
Mengmeng Jing, Jingjing Li, Ke Lu, Lei Zhu, Yang Yang

R-ELMNet: Regularized extreme learning machine network
Guanghao Zhang, Yue Li, Dongshun Cui, Shangbo Mao, Guang-Bin Huang

A learning approach with incomplete pixel-level labels for deep neural networks
Nhu-Van Nguyen, Christophe Rigaud, Arnaud Revel, Jean-Christophe Burie

Hybrid neural network with cost-sensitive support vector machine for class-imbalanced multimodal data
Kyung Hye Kim, So Young Sohn

Towards explainable deep neural networks (xDNN)
Plamen Angelov, Eduardo Soares

k-hop graph neural networks
Giannis Nikolentzos, George Dasoulas, Michalis Vazirgiannis

Deep clustering with a Dynamic Autoencoder: From reconstruction towards centroids construction
Nairouz Mrabah, Naimul Mefraz Khan, Riadh Ksantini, Zied Lachiri

Self-organizing subspace clustering for high-dimensional and multi-view data
Aluizio F.R. Araujo, Victor O. Antonino, Karina L. Ponce-Guevara

Landslide displacement interval prediction using lower upper bound estimation method with pre-trained random vector functional link network initialization
Cheng Lian, Zhigang Zeng, Xiaoping Wang, Wei Yao, ... Huiming Tang

Discretely-constrained deep network for weakly supervised segmentation
Jizong Peng, Hoel Kervadec, Jose Dolz, Ismail Ben Ayed, ... Christian Desrosiers

Investigating object compositionality in Generative Adversarial Networks
Sjoerd van Steenkiste, Karol Kurach, Juergen Schmidhuber, Sylvain Gelly

A novel feature representation: Aggregating convolution kernels for image retrieval
Qi Wang, Jinxing Lai, Luc Claesen, Zhenguo Yang, ... Wenyin Liu

Controller design for finite-time and fixed-time stabilization of fractional-order memristive complex-valued BAM neural networks with uncertain parameters and time-varying delays
Emel Arslan, G. Narayanan, M. Syed Ali, Sabri Arik, Sumit Saroha

Quantifying the generalization error in deep learning in terms of data distribution and neural network smoothness
Pengzhan Jin, Lu Lu, Yifa Tang, George Em Karniadakis

Delay-distribution-dependent state estimation for neural networks under stochastic communication protocol with uncertain transition probabilities
Jiahui Li, Zidong Wang, Hongli Dong, Weiyin Fei

Quantum neural networks model based on swap test and phase estimation
Panchi Li, Bing Wang

Fixed-time synchronization of stochastic memristor-based neural networks with adaptive control
Hongwei Ren, Zhiping Peng, Yu Gu

Asynchronous dissipative filtering for nonhomogeneous Markov switching neural networks with variable packet dropouts
Xia Zhou, Jun Cheng, Jinde Cao, Minvydas Ragulskis

A pruning feedforward small-world neural network based on Katz centrality for nonlinear system modeling
Wenjing Li, Minghui Chu, Junfei Qiao

Visual interaction networks: A novel bio-inspired computational model for image classification
Bing Wei, Haibo He, Kuangrong Hao, Lei Gao, Xue-song Tang

Hybrid multi-mode machine learning-based fault diagnosis strategies with application to aircraft gas turbine engines
Yanyan Shen, Khashayar Khorasani

Feature fusion via Deep Random Forest for facial age estimation
O. Guehairia, A. Ouamane, F. Dornaika, A. Taleb-Ahmed
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