Connectionists: Neurocomputing volume 74 (issue 6-15)

[Tom Heskes]

Neurocomputing volume 74 (issue 6)
http://www.sciencedirect.com/science/issue/5660-2011-999259993-2903758

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REGULAR PAPERS

The complex local mean decomposition
Cheolsoo Park, David Looney, Marc M. Van Hulle, Danilo P. Mandic

Seeker optimization algorithm for tuning the structure and parameters of 
neural networks
Chaohua Dai, Weirong Chen, Yunfang Zhu, Zhiling Jiang, Zhiyu You

Unsupervised learning in second-order neural networks for motion analysis
Tomaś Maul, Sapiyan Baba

Disaggregation & aggregation of time series components: A hybrid 
forecasting approach using generalized regression neural networks and 
the theta method
Marina Theodosiou

The bridge relating process neural networks and traditional neural networks
Tao Ye, Xuefeng Zhu

LIFT: A new framework of learning from testing data for face recognition
Yuan Cao, Haibo He, He (Helen) Huang

Probabilistic neural computing with advanced nanoscale MOSFETs
Nor Hisham Hamid, Tong Boon Tang, Alan F. Murray

A new quality assessment criterion for nonlinear dimensionality reduction
Deyu Meng, Yee Leung, Zongben Xu

Stability analysis of stochastic recurrent neural networks with 
unbounded time-varying delays
Xuejing Meng, Maosheng Tian, Shigeng Hu

Discriminative structure selection method of Gaussian Mixture Models 
with its application to handwritten digit recognition
Xuefeng Chen, Xiabi Liu, Yunde Jia

Transform based spatio-temporal descriptors for human action recognition
Ling Shao, Ruoyun Gao, Yan Liu, Hui Zhang

Less conservative results of state estimation for delayed neural 
networks with fewer LMI variables
Cheng-De Zheng, Mingming Ma, Zhanshan Wang

Visualization of Riemannian-manifold-valued elements by multidimensional 
scaling
Simone Fiori

Synchronization and synchronized periodic solution in a simplified 
five-neuron BAM neural network with delays
Juhong Ge, Jian Xu

Existence of periodic solutions for a class of Cohen–Grossberg type 
neural networks with neutral delays
S. Mandal, N.C. Majee

A probabilistic fuzzy approach to modeling nonlinear systems
Song Hengjie, Chunyan Miao, Zhiqi Shen, Wuyts Roel, Maja D‘Hondt, 
Catthoor Francky

Interactions between two neural populations: A mechanism of chaos and 
oscillation in neural mass model
Gan Huang, Dingguo Zhang, Jiangjun Meng, Xiangyang Zhu

Adaptive multi-cue tracking by online appearance learning
Qing Wang, Feng Chen, Wenli Xu

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BRIEF PAPERS

Training RBF network to tolerate single node fault
Kevin Ho, Chi-sing Leung, John Sum

Face recognition using kernel entropy component analysis
B.H. Shekar, M. Sharmila Kumari, Leonid M. Mestetskiy, Natalia F. Dyshkant

Error back-propagation algorithm for classification of imbalanced data
Sang-Hoon Oh

The almost periodic solution of Lotka–Volterra recurrent neural networks 
with delays
Yiguang Liu, Bingbing Liu, Sai Ho Ling

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Neurocomputing volume 74 (issue 7)
http://www.sciencedirect.com/science/issue/5660-2011-999259992-2903759

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REGULAR PAPERS

Continuous state/action reinforcement learning: A growing 
self-organizing map approach
Hesam Montazeri, Sajjad Moradi, Reza Safabakhsh

Doubly periodic traveling waves in cellular neural networks with 
polynomial reactions
Jian Jhong Lin, Sui Sun Cheng

Non-uniform multiple kernel learning with cluster-based gating functions
Yadong Mu, Bingfeng Zhou

A novel approach for analog fault diagnosis based on neural networks and 
improved kernel PCA
Yingqun Xiao, Yigang He

Supposed maximum information for comprehensible representations in SOM
Ryotaro Kamimura

Computational modeling of cortical pathways involved in action execution 
and action observation
Emmanouil Hourdakis, Helen E. Savaki, Panos Trahanias

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Neurocomputing volume 74 (issue 8)
http://www.sciencedirect.com/science/issue/5660-2011-999259991-3008746

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SPECIAL PAPERS
(IWINAC 2009)

 From phenomenological data and sensations to cognition (editorial)
J.M. Ferrández, D. Maravall, J.R. Álvarez-Sánchez

A network of pyramidal neurons is sensitive to the timing of its 
excitatory inputs
Santi Chillemi, Michele Barbi, Angelo Di Garbo

V-Proportion: A method based on the Voronoi diagram to study spatial 
relations in neuronal mosaics of the retina (reprint)
Oscar Martinez Mozos, Jose A. Bolea, Jose M. Ferrandez, Peter K. Ahnelt, 
Eduardo Fernandez

A historical perspective of algorithmic lateral inhibition and 
accumulative computation in computer vision
Antonio Fernández-Caballero, María T. López, Enrique J. Carmona, Ana E. 
Delgado

Toward local and global perception modules for vision substitution
Guido Bologna, Benoît Deville, Juan Diego Gomez, Thierry Pun

Neuromorphic detection of speech dynamics
Pedro Gómez-Vilda, José M. Ferrández-Vicente, Victoria Rodellar-Biarge, 
Agustín Álvarez-Marquina, Luis Miguel Mazaira-Fernández, Rafael Martínez 
Olalla, Cristina Muñoz-Mulas

The Dorso-medial visual stream: From neural activation to sensorimotor 
interaction
Eris Chinellato, Beata J. Grzyb, Nicoletta Marzocchi, Annalisa Bosco, 
Patrizia Fattori, Angel P. del Pobil

Multi-level cognitive machine-learning based concept for human-like 
“artificial” walking: Application to autonomous stroll of humanoid robots
Kurosh Madani, Christophe Sabourin

A biological neuroprocessor for robotic guidance using a center of area 
method
J.M. Ferrández, V. Lorente, F. delaPaz, J.M. Cuadra, José Ramón 
Álvarez-Sánchez, E. Fernández

Fusion of learning automata theory and granular inference systems: 
ANLAGIS. Applications to pattern recognition and machine learning
Darío Maravall, Javier de Lope

Breast cancer classification applying artificial metaplasticity algorithm
A. Marcano-Cedeño, J. Quintanilla-Domínguez, D. Andina

Robust high performance reinforcement learning through weighted 
k-nearest neighbors
José Antonio Martín H, Javier de Lope, Darío Maravall

Principal component analysis-based techniques and supervised 
classification schemes for the early detection of Alzheimer's disease
M. López, J. Ramírez, J.M. Górriz, I. Álvarez, D. Salas-Gonzalez, F. 
Segovia, R. Chaves, P. Padilla, M. Gómez-Río and the Alzheimer's Disease 
Neuroimaging Initiative

Differential optical flow applied to automatic facial expression recognition
A. Sánchez, J.V. Ruiz, A.B. Moreno, A.S. Montemayor, J. Hernández, J.J. 
Pantrigo

A block-based model for monitoring of human activity
Encarnación Folgado, Mariano Rincón, Enrique J. Carmona, Margarita Bachiller

Implementation of a CNN-based retinomorphic model on a high performance 
reconfigurable computer
J. Javier Martínez, Javier Garrigós, Javier Toledo, Eduardo Fernández, 
J. Manuel Ferrández

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Neurocomputing volume 74 (issue 9)
http://www.sciencedirect.com/science/issue/5660-2011-999259990-3044749

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SPECIAL PAPERS
(ESANN 2010)

Advances in artificial neural networks, machine learning, and 
computational intelligence (editorial)
J.A. Lee, F.-M. Schleif, Thomas Martinetz

A variational Bayesian approach for the robust analysis of the cortical 
silent period from EMG recordings of brain stroke patients
Iván Olier, Julià Amengual, Alfredo Vellido

Pattern recognition through compatibility of excitatory and inhibitory 
rhythms
Thomas Burwick

Modeling short-term adaptation processes of visual motion detectors
Volker Willert, Julian Eggert

Neighbor embedding XOM for dimension reduction and visualization
Kerstin Bunte, Barbara Hammer, Thomas Villmann, Michael Biehl, Axel 
Wismüller

Relevance learning in generative topographic mapping
Andrej Gisbrecht, Barbara Hammer

Relational generative topographic mapping
Andrej Gisbrecht, Bassam Mokbel, Barbara Hammer

Integrating feature maps and competitive layer architectures for motion 
segmentation
Jan Steffen, Michael Pardowitz, Jochen J. Steil, Helge Ritter

Sparse kernel spectral clustering models for large-scale data analysis
Carlos Alzate, Johan A.K. Suykens

Spectral clustering with more than K eigenvectors
Nicola Rebagliati, Alessandro Verri

Mode estimation in high-dimensional spaces with flat-top kernels: 
Application to image denoising
Arnaud De Decker, Damien François, Michel Verleysen, John A. Lee

Exploiting local structure in Boltzmann machines
Hannes Schulz, Andreas Müller, Sven Behnke

Soft-competitive learning of sparse codes and its application to image 
reconstruction
Kai Labusch, Erhardt Barth, Thomas Martinetz

Divergence-based classification in learning vector quantization
E. Mwebaze, P. Schneider, F.-M. Schleif, J.R. Aduwo, J.A. Quinn, S. 
Haase, T. Villmann, M. Biehl

Maximal Discrepancy for Support Vector Machines
Davide Anguita, Alessandro Ghio, Sandro Ridella

Asymptotic properties of mixture-of-experts models
M. Olteanu, J. Rynkiewicz

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REGULAR PAPERS

Manifold Mapping Machine
Ping He, Xiaohua Xu, Ling Chen

Neighborhood preserving regression for image retrieval
Ke Lu, Jidong Zhao

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BRIEF PAPERS

Reduced twin support vector regression
Mittul Singh, Jivitej Chadha, Puneet Ahuja, Jayadeva, Suresh Chandra

Kernel-view based discriminant approach for embedded feature extraction 
in high-dimensional space
Miao Cheng, Bin Fang, Chi-Man Pun, Yuan Yan Tang

Automatic image segmentation based on PCNN with adaptive threshold time 
constant
Shuo Wei, Qu Hong, Mengshu Hou

Improving the prediction of average total ozone in column over the 
Iberian Peninsula using neural networks banks
S. Salcedo-Sanz, J.L. Camacho, Á.M. Pérez-Bellido, E.G. Ortiz-Garcia, A. 
Portilla-Figueras, E. Hernández-Martín

A neural network approach for data masking
Vishal Anjaiah Gujjary, Ashutosh Saxena

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Neurocomputing volume 74 (issue 10)
http://www.sciencedirect.com/science/issue/5660-2011-999259989-3095753

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REGULAR PAPERS

Robust delay-dependent exponential stability for uncertain stochastic 
neural networks with mixed delays
Feiqi Deng, Mingang Hua, Xinzhi Liu, Yunjian Peng, Juntao Fei

Design of a reconfigurable pseudorandom number generator for use in 
intelligent systems
Tiago de Oliveira, Norian Marranghello

Stability analysis of Takagi–Sugeno stochastic fuzzy Hopfield neural 
networks with discrete and distributed time varying delays
P. Balasubramaniam, M. Syed Ali

Contour detection based on a non-classical receptive field model with 
butterfly-shaped inhibition subregions
Chi Zeng, Yongjie Li, Kaifu Yang, Chaoyi Li

Stability analysis for stochastic neural network with infinite delay
Huan Su, Wenxue Li, Ke Wang, Xiaohua Ding

Impulsive effects on stability of high-order BAM neural networks with 
time delays
Chaojie Li, Chuandong Li, Xiaofeng Liao, Tingwen Huang

Phase synchronizing in Hindmarsh–Rose neural networks with delayed 
chemical coupling
Mahdi Jalili

Adaptive fuzzy backstepping output feedback control of nonlinear 
uncertain systems with unknown virtual control coefficients using MT-filters
Yongming Li, Shaocheng Tong

Grey-box radial basis function modelling
Sheng Chen, Xia Hong, Chris J. Harris

Synchronization for an array of coupled stochastic discrete-time neural 
networks with mixed delays
Huiwei Wang, Qiankun Song

Neighborhood based sample and feature selection for SVM classification 
learning
Qiang He, Zongxia Xie, Qinghua Hu, Congxin Wu

Using the bagging approach for biclustering of gene expression data
B. Hanczar, M. Nadif

CPU load prediction using neuro-fuzzy and Bayesian inferences
Kadda Beghdad bey, Farid Benhammadi, Zahia Gessoum, Aicha Mokhtari

Lag stochastic synchronization of chaotic mixed time-delayed neural 
networks with uncertain parameters or perturbations
Xinsong Yang, Quanxin Zhu, Chuangxia Huang

Delay-dependent exponential stability analysis for discrete-time 
switched neural networks with time-varying delay
Zheng-Guang Wu, Peng Shi, Hongye Su, Jian Chu

Robust stability of delayed reaction–diffusion recurrent neural networks 
with Dirichlet boundary conditions on time scales
Yongkun Li, Kaihong Zhao

Rolling element bearing fault diagnosis using wavelet transform
P.K. Kankar, Satish C. Sharma, S.P. Harsha

A delay decomposition approach to delay-dependent passivity analysis for 
interval neural networks with time-varying delay
P. Balasubramaniam, G. Nagamani

A fast method of feature extraction for kernel MSE
Yong-Ping Zhao, Zhong-Hua Du, Zhi-An Zhang, Hai-Bo Zhang

Sparse kernel density estimations and its application in variable 
selection based on quadratic Renyi entropy
Min Han, Zhiping Liang, Decai Li

Chaos control and associative memory of a time-delay globally coupled 
neural network using symmetric map
Tao Wang, Kejun Wang, Nuo Jia

Online learning neural tracker
S. Suresh, F. Brémond, M. Thonnat, H.J. Kim

Nonlinear system identification using memetic differential evolution 
trained neural networks
Bidyadhar Subudhi, Debashisha Jena

Performance analysis of gradient neural network exploited for online 
time-varying quadratic minimization and equality-constrained quadratic 
programming
Yunong Zhang, Yiwen Yang, Gongqin Ruan

Multitask Bregman clustering
Jianwen Zhang, Changshui Zhang

Short-term time series forecasting based on the identification of 
skeleton algebraic sequences
Minvydas Ragulskis, Kristina Lukoseviciute, Zenonas Navickas, Rita 
Palivonaite

Multiple resonances with time delays and enhancement by non-Gaussian 
noise in Newman–Watts networks of Hodgkin–Huxley neurons
Yinghang Hao, Yubing Gong, Xiu Lin

Passivity analysis of stochastic delayed neural networks with Markovian 
switching
Song Zhu, Yi Shen

VSImG: A high frame rate bitmap based display system for neuroscience 
research
Lirio Onofre Baptista de Almeida, Jan Frans Willem Slaets, Roland Köberle

Online multiple instance boosting for object detection
Zhiquan Qi, Yitian Xu, Laisheng Wang, Ye Song

Exponential synchronization of Cohen–Grossberg neural networks via 
periodically intermittent control
Juan Yu, Cheng Hu, Haijun Jiang, Zhidong Teng

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Neurocomputing volume 74 (issue 11)
http://www.sciencedirect.com/science/issue/5660-2011-999259988-3209755

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SPECIAL PAPERS
(Adaptive Incremental Learning in Neural Networks)

Adaptive incremental learning in neural networks (editorial)
Abdelhamid Bouchachia, Nadia Nedjah

Incremental learning with multi-level adaptation
Abdelhamid Bouchachia

A robust incremental learning method for non-stationary environments
David Martínez-Rego, Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, 
Amparo Alonso-Betanzos

Extreme and incremental learning based single-hidden-layer 
regularization ridgelet network
Shuyuan Yang, Min Wang, Licheng Jiao

A filter based neuron model for adaptive incremental learning of 
self-organizing maps
Mauro Tucci, Marco Raugi

Binary tree time adaptive self-organizing map
Hamed Shah-Hosseini

Dynamic self-organising map
Nicolas Rougier, Yann Boniface

Adaptive personalized recommendation based on adaptive learning
Wan-Yu Deng, Qing-Hua Zheng, Shiguo Lian, Lin Chen

Incremental online sparsification for model learning in real-time robot 
control
Duy Nguyen-Tuong, Jan Peters

The convergence analysis and specification of the Population-Based 
Incremental Learning algorithm
Helong Li, Sam Kwong, Yi Hong

Modelling vocabulary acquisition, adaptation and generalization in 
infants using adaptive Bayesian PLSA
J. Driesen, H. Van hamme

Neuro-fuzzy control of antilock braking system using sliding mode 
incremental learning algorithm
Andon V. Topalov, Yesim Oniz, Erdal Kayacan, Okyay Kaynak

An adaptive fuzzy model using orthonormal basis functions based on 
multifractal characteristics applied to network traffic control
F.H.T. Vieira, F.G.C. Rocha

Mixture control chart patterns recognition using independent component 
analysis and support vector machine
Chi-Jie Lu, Yuehjen E. Shao, Po-Hsun Li

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SPECIAL PAPERS
(ICONIP 2009)

Learning algorithm and mathematic modeling (editorial)
Chi Sing Leung

Affective saliency map considering psychological distance
Sang-Woo Ban, Young-Min Jang, Minho Lee

A support vector machine classifier with automatic confidence and its 
application to gender classification
Ji Zheng, Bao-Liang Lu

SOM time series clustering and prediction with recurrent neural networks
Aymen Cherif, Hubert Cardot, Romuald Boné

An approximate inference with Gaussian process to latent functions from 
uncertain data
Patrick Dallaire, Camille Besse, Brahim Chaib-draa

Extended HALS algorithm for nonnegative Tucker decomposition and its 
applications for multiway analysis and classification
Anh Huy Phan, Andrzej Cichocki

PARAFAC algorithms for large-scale problems
Anh Huy Phan, Andrzej Cichocki

Robust local tangent space alignment via iterative weighted PCA
Yubin Zhan, Jianping Yin

An adaptive threshold in joint approximate diagonalization by assuming 
exponentially distributed errors
Yoshitatsu Matsuda, Kazunori Yamaguchi

Two design methods of hyperparameters in variational Bayes learning for 
Bernoulli mixtures
Daisuke Kaji, Sumio Watanabe

Hebbian-based neural networks for bottom-up visual attention and its 
applications to ship detection in SAR images
Ying Yu, Bin Wang, Liming Zhang

PPoSOM: A new variant of PolSOM by using probabilistic assignment for 
multidimensional data visualization
Yang Xu, Lu Xu, Tommy W.S. Chow

Regularizers for fault tolerant multilayer feedforward networks
Shue Kwan Mak, Pui-Fai Sum, Chi-Sing Leung

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Neurocomputing volume 74 (issue 12-13)
http://www.sciencedirect.com/science/issue/5660-2011-999259987-3213760

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REGULAR PAPERS

A framework for rapid visual image search using single-trial brain 
evoked responses
Yonghong Huang, Deniz Erdogmus, Misha Pavel, Santosh Mathan, Kenneth E. 
Hild II

Rough Neuron based on Pattern Space Partitioning
Sandeep Chandana, Rene V. Mayorga

Unsupervised kernel least mean square algorithm for solving ordinary 
differential equations
Hadi Sadoghi Yazdi, Morteza Pakdaman, Hamed Modaghegh

Adaptive neural control for uncertain stochastic nonlinear 
strict-feedback systems with time-varying delays: A Razumikhin 
functional method
Zhaoxu Yu, Hongbin Du

On-line analysis of out-of-control signals in multivariate manufacturing 
processes using a hybrid learning-based model
Mojtaba Salehi, Ardeshir Bahreininejad, Isa Nakhai

Traffic flow forecasting by seasonal SVR with chaotic simulated 
annealing algorithm
Wei-Chiang Hong

The asymptotic structure of the Morris–Lecar model
H.Y. Li, Y.K. Wong, W.L. Chan

Arbitrary ROI-based wavelet video coding
Xuguang Lan, Nanning Zheng, Wen Ma, Yuan Yuan

Robust filtering of extended stochastic genetic regulatory networks with 
parameter uncertainties, disturbances, and time-varying delays
Seyed Mohsen Mousavi, Vahid Johari Majd

Feature level analysis for 3D facial expression recognition
Teng Sha, Mingli Song, Jiajun Bu, Chun Chen, Dacheng Tao

Face recognition using second-order discriminant tensor subspace analysis
Su-Jing Wang, Chun-Guang Zhou, Na Zhang, Xu-Jun Peng, Yu-Hsin Chen, 
Xiaohua Liu

Stability of stochastic Markovian jump neural networks with 
mode-dependent delays
Qian Ma, Shengyuan Xu, Yun Zou, Jinjun Lu

Pulsed magnetic field exposure induces lasting changes in neural network 
dynamics
Robert Z. Stodilka, Julien Modolo, Frank S. Prato, John A. Robertson, 
Charles Cook, John Patrick, Anne Beuter, Alex W. Thomas, Alexandre Legros

Discriminative learning by sparse representation for classification
Fei Zang, Jiangshe Zhang

Physical activity recognition based on motion in images acquired by a 
wearable camera
Hong Zhang, Lu Li, Wenyan Jia, John D. Fernstrom, Robert J. Sclabassi, 
Zhi-Hong Mao, Mingui Sun

Structural learning of the Boltzmann machine and its application to life 
cycle management
Shamshul Bahar Yaakob, Junzo Watada, John Fulcher

Learning low-rank kernel matrices for constrained clustering
Mahdieh Soleymani Baghshah, Saeed Bagheri Shouraki

Analyzing relationships among ARMA processes based on non-Gaussianity of 
external influences
Yoshinobu Kawahara, Shohei Shimizu, Takashi Washio

A new scheme to learn a kernel in regularization networks
Jie Chen, Fei Ma, Jian Chen

Annealed Kullback–Leibler divergence minimization for generalized TSP, 
spot identification and gene sorting
Jiann-Ming Wu, Pei-Hsun Hsu

Self-organizing adaptive fuzzy neural control for the synchronization of 
uncertain chaotic systems with random-varying parameters
Da Lin, Xingyuan Wang

Empirical analysis and evaluation of approximate techniques for pruning 
regression bagging ensembles
Daniel Hernández-Lobato, Gonzalo Martínez-Muñoz, Alberto Suárez

Energy based competitive learning
Chang-Dong Wang, Jiang-Huang Lai

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Neurocomputing volume 74 (issue 14-15)
http://www.sciencedirect.com/science/issue/5660-2011-999259985-3273739

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REGULAR PAPERS

Decentralized adaptive neural control of nonlinear interconnected 
large-scale systems with unknown time delays and input saturation
Tieshan Li, Ronghui Li, Junfang Li

Modified locally linear discriminant embedding for plant leaf recognition
Shanwen Zhang, Ying-Ke Lei

Illumination robust single sample face recognition using 
multi-directional orthogonal gradient phase faces
Xi Chen, Jiashu Zhang

Optimal segmentation of brain MRI based on adaptive bacterial foraging 
algorithm
P.D. Sathya, R. Kayalvizhi

Robotic path planning in static environment using hierarchical 
multi-neuron heuristic search and probability based fitness
Rahul Kala, Anupam Shukla, Ritu Tiwari

Interval type-2 fuzzy neural networks version of the Stone–Weierstrass 
theorem
Saeed Panahian Fard, Zarita Zainuddin

New robust stability analysis for genetic regulatory networks with 
random discrete delays and distributed delays
Wenbing Zhang, Jian-an Fang, Yang Tang

Learning sequences of sparse correlated patterns using small-world 
attractor neural networks: An application to traffic videos
Mario González, David Dominguez, Ángel Sánchez

Deterministic convergence of conjugate gradient method for feedforward 
neural networks
Jian Wang, Wei Wu, Jacek M. Zurada

Neural network-based sliding mode adaptive control for robot manipulators
Tairen Sun, Hailong Pei, Yongping Pan, Hongbo Zhou, Caihong Zhang

Stability analysis of stochastic fuzzy cellular neural networks with 
time-varying delays
Shujun Long, Daoyi Xu

Behavioral simulation and synthesis of biological neuron systems using 
synthesizable VHDL
J.A. Bailey, R. Wilcock, P.R. Wilson, J.E. Chad

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BRIEF PAPERS

Bimodal biometric verification based on face and lips
Carlos M. Travieso, Jianguo Zhang, Paul Miller, Jesús B. Alonso, Miguel 
A. Ferrer

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