Connectionists: NEURAL NETWORKS, Sept. 2018

[DeLiang Wang]

Neural Networks - Volume 105, September 2018
http://www.journals.elsevier.com/neural-networks


Affect recognition from facial movements and body gestures by 
hierarchical deep spatio-temporal features and fusion strategy
Bo Sun, Siming Cao, Jun He, Lejun Yu

Efficient coding matters in the organization of the early visual system
Qingqun Kong, Jiuqi Han, Yi Zeng, Bo Xu

Nonlinear analysis and synthesis of video images using deep dynamic 
bottleneck neural networks for face recognition
Saeed Montazeri Moghadam, Seyyed Ali Seyyedsalehi

Decoding natural images from evoked brain activities using encoding 
models with invertible mapping
Chao Li, Junhai Xu, Baolin Liu

Convolutional neural networks for seizure prediction using intracranial 
and scalp electroencephalogram
Nhan Duy Truong, Anh Duy Nguyen, Levin Kuhlmann, Mohammad Reza Bonyadi, 
... Omid Kavehei

Denoising Autoencoder Self-Organizing Map (DASOM)
Christos Ferles, Yannis Papanikolaou, Kevin J. Naidoo

Convex formulation of multiple instance learning from positive and 
unlabeled bags
Han Bao, Tomoya Sakai, Issei Sato, Masashi Sugiyama

Adaptive critic designs for optimal control of uncertain nonlinear 
systems with unmatched interconnections
Xiong Yang, Haibo He

High-resolution Self-Organizing Maps for advanced visualization and 
dimension reduction
Ayu Saraswati, Van Tuc Nguyen, Markus Hagenbuchner, Ah Chung Tsoi

Coupled convolution layer for convolutional neural network
Kazutaka Uchida, Masayuki Tanaka, Masatoshi Okutomi

Class-specific extreme learning machine for handling binary class 
imbalance problem
Bhagat Singh Raghuwanshi, Sanyam Shukla

Representation learning using event-based STDP
Amirhossein Tavanaei, Timothee Masquelier, Anthony Maida

Improving efficiency in convolutional neural networks with multilinear 
filters
Dat Thanh Tran, Alexandros Iosifidis, Moncef Gabbouj

A sparsity-based stochastic pooling mechanism for deep convolutional 
neural networks
Zhenhua Song, Yan Liu, Rong Song, Zhenguang Chen, ... Qing Jiang

Adaptive detrending to accelerate convolutional gated recurrent unit 
training for contextual video recognition
Minju Jung, Haanvid Lee, Jun Tani

Discovering space -- Grounding spatial topology and metric regularity in 
a naive agent's sensorimotor experience
Alban Laflaquiere, J.Kevin O'Regan, Bruno Gas, Alexander Terekhov

Lp- and Ls-Norm Distance Based Robust Linear Discriminant Analysis
Qiaolin Ye, Liyong Fu, Zhao Zhang, Henghao Zhao, Meem Naiem

Nonparallel support vector regression model and its SMO-type solver
Long Tang, Yingjie Tian, Chunyan Yang

Survey and experimental study on metric learning methods
Dewei Li, Yingjie Tian

Anti-synchronization of complex-valued memristor-based delayed neural 
networks
Dan Liu, Song Zhu, Kaili Sun

Bayesian estimation of multidimensional latent variables and its 
asymptotic accuracy
Keisuke Yamazaki

Period-adding bifurcation and chaos in a hybrid Hindmarsh-Rose model
Yi Yang, Xiaofeng Liao, Tao Dong

Global stabilization analysis of inertial memristive recurrent neural 
networks with discrete and distributed delays
Leimin Wang, Zhigang Zeng, Ming-Feng Ge, Junhao Hu

Synchronization of hybrid coupled reaction-diffusion neural networks 
with time delays via generalized intermittent control with spacial 
sampled-data
Binglong Lu, Haijun Jiang, Cheng Hu, Abdujelil Abdurahman

Global Mittag-Leffler stability and synchronization analysis of 
fractional-order quaternion-valued neural networks with linear threshold 
neurons
Xujun Yang, Chuandong Li, Qiankun Song, Jiyang Chen, Junjian Huang

Finite-time synchronization of stochastic coupled neural networks 
subject to Markovian switching and input saturation
P. Selvaraj, R. Sakthivel, O.M. Kwon

Event-triggered H_infinity state estimation for semi-Markov jumping 
discrete-time neural networks with quantization
R. Rakkiyappan, K. Maheswari, G. Velmurugan, Ju H. Park

Delayed state-feedback control for stabilization of neural networks with 
leakage delay
Haitao Zhu, R. Rakkiyappan, Xiaodi Li

Global exponential stability of octonion-valued neural networks with 
leakage delay and mixed delays
Calin-Adrian Popa

Leaderless synchronization of coupled neural networks with the 
event-triggered mechanism
Siqi Lv, Wangli He, Feng Qian, Jinde Cao

On the importance of hidden bias and hidden entropy in representational 
efficiency of the Gaussian-Bipolar Restricted Boltzmann Machines
Altynbek Isabekov, Engin Erzin

Exploiting layerwise convexity of rectifier networks with sign 
constrained weights
Senjian An, Farid Boussaid, Mohammed Bennamoun, Ferdous Sohel

Characterization of electroencephalography signals for estimating 
saliency features in videos
Zhen Liang, Yasuyuki Hamada, Shigeyuki Oba, Shin Ishii

Design, verification and robotic application of a novel recurrent neural 
network for computing dynamic Sylvester equation
Lin Xiao, Zhijun Zhang, Zili Zhang, Weibing Li, Shuai Li

Adaptive neural output-feedback control for nonstrict-feedback 
time-delay fractional-order systems with output constraints and actuator 
nonlinearities
Farouk Zouari, Asier Ibeas, Abdesselem Boulkroune, Jinde Cao, Mohammad 
Mehdi Arefi

Land cover classification from multi-temporal, multi-spectral remotely 
sensed imagery using patch-based recurrent neural networks
Atharva Sharma, Xiuwen Liu, Xiaojun Yang