Connectionists: Neurocomputing volume 74 (issue 17)

[Tom Heskes]

Neurocomputing volume 74 (issue 17)
http://www.sciencedirect.com/science/issue/271597-1-s2.0-S0925231211X00115

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REGULAR PAPERS

Continuous and discrete models of neural systems in infinite-dimensional 
abstract spaces
StanisŁaw Brzychczy, Lech Górniewicz

Nonlinear enhancement of noisy speech, using continuous attractor 
dynamics formed in recurrent neural networks
Louiza Dehyadegary, Seyyed Ali Seyyedsalehi, Isar Nejadgholi

Two-stage nonparametric kernel leaning: From label propagation to kernel 
propagation
Enliang Hu, Songcan Chen, Jiankun Yu, Lishan Qiao

Flood simulation using parallel genetic algorithm integrated wavelet 
neural networks
Yuhui Wang, Hao Wang, Xiaohui Lei, Yunzhong Jiang, Xinshan Song

Two dimensional principal components of natural images and its application
Dong Wang, Huchuan Lu, Xuelong Li

Efficient Euclidean projections via Piecewise Root Finding and its 
application in gradient projection
Pinghua Gong, Kun Gai, Changshui Zhang

A novel distribution-based feature for rapid object detection
Jifeng Shen, Changyin Sun, Wankou Yang, Zhenyu Wang, Zhongxi Sun

Stochastic neighbor projection on manifold for feature extraction
Songsong Wu, Mingming Sun, Jingyu Yang

Finite-time robust stochastic stability of uncertain stochastic delayed 
reaction–diffusion genetic regulatory networks
Jianping Zhou, Shengyuan Xu, Hao Shen

Development of PI training algorithms for neuro-wavelet control on the 
synchronization of uncertain chaotic systems
Chiu-Hsiung Chen, Chih-Min Lin, Ming-Chia Li

Visual quality recognition of nonwovens using generalized Gaussian 
density model and robust Bayesian neural network
Jianli Liu, Baoqi Zuo, Xianyi Zeng, Philippe Vroman, Besoa Rabenasolo

Design of a chaotic neural network for training and retrieval of 
grayscale and binary patterns
A. Taherkhani, S.A. Seyyedsalehi, A.H. Jafari

Questionnaires-based skin attribute prediction using Elman neural network
Wei Wan, Hua Xu, Wenhao Zhang, Xincheng Hu, Gang Deng

Multistate combination approaches for liquid state machine in supervised 
spatiotemporal pattern classification
François Rhéaume, Dominic Grenier, Éloi Bossé

Representation of neural networks through their multi-linearization
Adam Pedrycz, Fangyan Dong, Kaoru Hirota

Kernel approximately harmonic projection
Guanhong Yao, Wei Hua, Binbin Lin, Deng Cai

Cyclic maximization of non-Gaussianity for blind signal extraction of 
complex-valued sources
Iván Durán-Díaz, Sergio Cruces, María Auxiliadora Sarmiento-Vega, Pablo 
Aguilera-Bonet

A SOM-based hybrid linear-neural model for short-term load forecasting
Vineet Yadav, Dipti Srinivasan

Robust wavelet network control for a class of autonomous vehicles to 
track environmental contour line
Tairen Sun, Hailong Pei, Yongping Pan, Caihong Zhang

Fixed point method for autonomous on-line neural network training
PaweŁ Wawrzyński, Bartosz Papis

FPGA implementation of Kalman filter for neural ensemble decoding of 
rat's motor cortex
Xiaoping Zhu, Rongxin Jiang, Yaowu Chen, Sanqing Hu, Dong Wang

A new local search based hybrid genetic algorithm for feature selection
Md. Monirul Kabir, Md. Shahjahan, Kazuyuki Murase

Multi-scale gist feature manifold for building recognition
Cairong Zhao, Chuancai Liu, Zhihui Lai

Feature selection for high-dimensional machinery fault diagnosis data 
using multiple models and Radial Basis Function networks
Kui Zhang, Yuhua Li, Philip Scarf, Andrew Ball

Kernel machine-based rank-lifting regularized discriminant analysis 
method for face recognition
Wen-Sheng Chen, Pong Chi Yuen, Xuehui Xie

Firing patterns transition induced by system size in coupled 
Hindmarsh–Rose neural system
Jiqian Zhang, Chundao Wang, Maosheng Wang, Shoufang Huang

Ultimate boundedness of stochastic Hopfield neural networks with 
time-varying delays
Li Wan, Qinghua Zhou, Pei Wang

Stochastic approximation learning for mixtures of multivariate 
elliptical distributions
Ezequiel López-Rubio

Behavioural study of median associative memory under true-colour image 
patterns
Roberto A. Vázquez, Humberto Sossa

Chinese text location under complex background using Gabor filter and SVM
Jianqiang Yan, Jie Li, Xinbo Gao

Pruning least objective contribution in KMSE
Yong-Ping Zhao, Jian-Guo Sun, Zhong-Hua Du, Zhi-An Zhang, Hai-Bo Zhang

Kernel Self-optimized Locality Preserving Discriminant Analysis for 
feature extraction and recognition
Jun-Bao Li, Jeng-Shyang Pan, Shyi-Ming Chen

Learning low-rank Mercer kernels with fast-decaying spectrum
Binbin Pan, Jianhuang Lai, Pong C. Yuen

Regularized locality preserving discriminant analysis for face recognition
Xiaohua Gu, Weiguo Gong, Liping Yang

Exponential synchronization of memristor-based recurrent neural networks 
with time delays
Ailong Wu, Zhigang Zeng, Xusheng Zhu, Jine Zhang

A comparative study of wavelet families for EEG signal classification
Tapan Gandhi, Bijay Ketan Panigrahi, Sneh Anand

Neural bistability and amplification mediated by NMDA receptors: 
Analysis of stationary equations
Patrick A. Shoemaker

A fast recursive algorithm based on fuzzy 2-partition entropy approach 
for threshold selection
Yinggan Tang, Weiwei Mu, Ying Zhang, Xuguang Zhang

A new neural network for solving nonlinear convex programs with linear 
constraints
Yongqing Yang, Yun Gao

Exponential stability analysis of stochastic reaction-diffusion 
Cohen–Grossberg neural networks with mixed delays
Quanxin Zhu, Jinde Cao

A modular neural network for direction-of-arrival estimation of two sources
Gal Ofek, Joseph Tabrikian, Mayer Aladjem

Ear recognition based on uncorrelated local Fisher discriminant analysis
Hong Huang, Jiamin Liu, Hailiang Feng, Tongdi He

An extended one-versus-rest support vector machine for multi-label 
classification
Jianhua Xu

TurSOM: A paradigm bridging Turing's unorganized machines and 
self-organizing maps demonstrating dual self-organization
Derek Beaton, Iren Valova, Daniel MacLean

Global exponential stability of neural networks with discrete and 
distributed delays and general activation functions on time scales
Bo Zhou, Qiankun Song, Huiwei Wang

Synchronization of complex switched networks with two types of delays
Jiang-Wen Xiao, Yuehua Huang, Yan-Wu Wang, Jingwen O. Yi

Object recognition using a bio-inspired neuron model with bottom-up and 
top-down pathways
Yuhua Zheng, Yan Meng, Yaochu Jin

Existence and global asymptotic stability of periodic solution for 
discrete and distributed time-varying delayed neural networks with 
discontinuous activations
Zuowei Cai, Lihong Huang

Rules extraction from constructively trained neural networks based on 
genetic algorithms
Marghny H. Mohamed

Multitask dictionary learning and sparse representation based 
single-image super-resolution reconstruction
Shuyuan Yang, Zhizhou Liu, Min Wang, Fenghua Sun, Licheng Jiao

Impulses-induced exponential stability in recurrent delayed neural networks
Quanjun Wu, Jin Zhou, Lan Xiang

Chaos control and synchronization via a novel chatter free sliding mode 
control strategy
Huaqing Li, Xiaofeng Liao, Chuandong Li, Chaojie Li

Encoding subcomponents in cooperative co-evolutionary recurrent neural 
networks
Rohitash Chandra, Marcus Frean, Mengjie Zhang, Christian W. Omlin

Stability analysis of standard genetic regulatory networks with 
time-varying delays and stochastic perturbations
Yurong Li, Yanzheng Zhu, Nianyin Zeng, Min Du

Temporal association based on dynamic depression synapses and chaotic 
neurons
Min Xia, Zhijie Wang, Jian’an Fang

Efficient hardware architecture based on generalized Hebbian algorithm 
for texture classification
Shiow-Jyu Lin, Yi-Tsan Hung, Wen-Jyi Hwang

Global existence of periodic solutions in a six-neuron BAM neural 
network model with discrete delays
Changjin Xu, Xiaofei He, Peiluan Li

Robust exponential stability of uncertain impulsive neural networks with 
time-varying delays and delayed impulses
Yu Zhang

Visual tracking via dynamic tensor analysis with mean update
Xiaoqin Zhang, Xingchu Shi, Weiming Hu, Xi Li, Steve Maybank

Variable-time impulses in BAM neural networks with delays
Chao Liu, Chuandong Li, Xiaofeng Liao

Synchronization of multiple chaotic FitzHugh–Nagumo neurons with gap 
junctions under external electrical stimulation
Muhammad Rehan, Keum-Shik Hong, Muhammad Aqil

Rank-two residue iteration method for nonnegative matrix factorization
Hongwei Liu, Yongliang Zhou

Fast kernel Fisher discriminant analysis via approximating the kernel 
principal component analysis
Jinghua Wang, Qin Li, Jane You, Qijun Zhao

Decision system for a team of autonomous underwater vehicles—Preliminary 
report
Tomasz Praczyk, Piotr Szymak

Application of arachnid prey localisation theory for a robot 
sensorimotor controller
S.V. Adams, T. Wennekers, G. Bugmann, S. Denham, P.F. Culverhouse

Rapid pedestrian detection in unseen scenes
Xianbin Cao, Zhong Wang, Pingkun Yan, Xuelong Li

Shift and gray scale invariant features for palmprint identification 
using complex directional wavelet and local binary pattern
Meiru Mu, Qiuqi Ruan, Song Guo

Chaos and hyperchaos in a Hopfield neural network
Paulo C. Rech

New delay-dependent exponential stability criteria for neural networks 
with discrete and distributed time-varying delays
Junkang Tian, Shouming Zhong

Singular points detection based on multi-resolution in fingerprint images
Dawei Weng, Yilong Yin, Dong Yang

Phase synchronization with harmonic wavelet transform with application 
to neuronal populations
Duan Li, Xiaoli Li, Dong Cui, ZhaoHui Li

Stability and synchronization for Markovian jump neural networks with 
partly unknown transition probabilities
Qian Ma, Shengyuan Xu, Yun Zou

Semiparametric mixed-effect least squares support vector machine for 
analyzing pharmacokinetic and pharmacodynamic data
Kyung Ha Seok, Jooyong Shim, Daehyeon Cho, Gyu-Jeong Noh, Changha Hwang

Consideration effect of uncertainty in power system reliability indices 
using radial basis function network and fuzzy logic theory
Abdollah Kavousifard, Haidar Samet

Nonlinear systems identification using dynamic multi-time scale neural 
networks
Xuan Han, Wen-Fang Xie, Zhijun Fu, Weidong Luo

The distribution of rewards in sensorimotor maps acquired by cognitive 
robots through exploration
Vishwanathan Mohan, Pietro Morasso, Giorgio Metta, Stathis kasderidis

A combined SMOTE and PSO based RBF classifier for two-class imbalanced 
problems
Ming Gao, Xia Hong, Sheng Chen, Chris J. Harris

Three-parameter sequential minimal optimization for support vector machines
Yih-Lon Lin, Jer-Guang Hsieh, Hsu-Kun Wu, Jyh-Horng Jeng

Consistency and error analysis of Prior-Knowledge-Based Kernel Regression
Z. Sun, Z. Zhang, H. Wang

3D object retrieval based on a graph model descriptor
Qinkun Xiao, Haiyun Wang, Fei Li, Yue Gao

Global exponential stability of discrete-time recurrent neural network 
for solving quadratic programming problems subject to linear constraints
Qingshan Liu, Jinde Cao

The neural dynamics for hysteresis in visual perception
Hongzhi You, Yan Meng, Di Huan, Da-Hui Wang

The build of n-Bits Binary Coding ICBP Ensemble System
Qun Dai, Ningzhong Liu

Image segmentation and bias correction via an improved level set method
Yunjie Chen, Jianwei Zhang, Arabinda Mishra, Jianwei Yang

A dual association model for the extinction of animal conditioning
Ashish Gupta, Lovekesh Vig, David C. Noelle

An efficient feature selection method for mobile devices with 
application to activity recognition
Jian-Xun Peng, Stuart Ferguson, Karen Rafferty, Paul D. Kelly

A novel face recognition method based on sub-pattern and tensor
Su-Jing Wang, Chun-Guang Zhou, Yu-Hsin Chen, Xu-Jun Peng, Hui-Ling Chen, 
Gang Wang, Xiaohua Liu

An efficient approach to content-based object retrieval in videos
Chaoqun Hong, Na Li, Mingli Song, Jiajun Bu, Chun Chen

A timestepper-based approach for the coarse-grained analysis of 
microscopic neuronal simulators on networks: Bifurcation and rare-events 
micro- to macro-computations
Konstantinos G. Spiliotis, Constantinos I. Siettos

1-Norm least squares twin support vector machines
Shangbing Gao, Qiaolin Ye, Ning Ye

Exploiting constraint inconsistence for dimension selection in subspace 
clustering: A semi-supervised approach
Xianchao Zhang, Yang Qiu, Yao Wu

A review of optimization methodologies in support vector machines
John Shawe-Taylor, Shiliang Sun

Combining visual attention model with multi-instance learning for tag 
ranking
Songhe Feng, Hong Bao, Congyan Lang, De Xu

The automatic model selection and variable kernel width for RBF neural 
networks
Peng Zhou, Dehua Li, Hong Wu, Feng Cheng

Estimating the fundamental matrix based on least absolute deviation
Menglong Yang, Yiguang Liu, Zhisheng You

Recurrent neural networks for solving second-order cone programs
Chun-Hsu Ko, Jein-Shan Chen, Ching-Yu Yang

Exponential locality preserving projections for small sample size problem
Su-Jing Wang, Hui-Ling Chen, Xu-Jun Peng, Chun-Guang Zhou

SCIHTBB: Sparsity constrained iterative hard thresholding with 
Barzilai–Borwein step size
Zhipeng Xie, Songcan Chen

Predicting triplet of transcription factor – mediating enzyme – target 
gene by functional profiles
Tao Huang, Lei Chen, Xiao-Jun Liu, Yu-Dong Cai

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