Volume 74, Numbers 1-3, December 2010 Special Issue:
Henning P. Henningsen
: How the NETofANs-model explains representation, intentionality, and much of the process that generates the contents of awareness.
: The Ouroboros Model in the light of venerable criteria.
, Pascal Comte
: Algorithms for speedy visual recognition and classification of patterns formed on rectangular imaging sensors.
, Aiguo Song
, Shumin Fei
: Synchronization control for arrays of coupled discrete-time delayed Cohen-Grossberg neural networks.
, Yong He
, Min Wu
: Exponential synchronization of neural networks with time-varying mixed delays and sampled-data.
, Songcan Chen
: Sample-dependent graph construction with application to dimensionality reduction.
Witali L. Dunin-Barkowski
, Andrew T. Lovering
, John M. Orem
, D. M. Baekey
, T. E. Dick
, I. A. Rybak
, K. F. Morris
, R. O'Connor
, S. C. Nuding
, R. Shannon
, B. G. Lindsey
: L-plotting - A method for visual analysis of physiological experimental and modeling multi-component data.
, Xiaolin Li
: New results for global robust asymptotic stability of BAM neural networks with time-varying delays.
Marcos Eduardo Valle
: Sparsely connected autoassociative fuzzy implicative memories and their application for the reconstruction of large gray-scale images.
, Haijun Jiang
: Robust stochastic stability analysis of Markovian switching genetic regulatory networks with discrete and distributed delays.
, Yongming Li
: Observer-based fuzzy adaptive robust control of nonlinear systems with time delays and unmodeled dynamics.
: Computationally efficient nonlinear predictive control based on neural Wiener models.
, M. Syed Ali
: Robust stability of uncertain fuzzy cellular neural networks with time-varying delays and reaction diffusion terms.
Volume 74, Number 4, January 2011 Regular Papers
, Haijun Jiang
: Global exponential synchronization of fuzzy cellular neural networks with delays and reaction-diffusion terms.
, Qi Zhang
: Global impulsive exponential anti-synchronization of delayed chaotic neural networks.
, Gang Feng
, Jinde Cao
: Guaranteed performance state estimation of static neural networks with time-varying delay.
Volume 74, Number 5, February 2011 Regular Papers
: Mean square exponential stability in high-order stochastic impulsive BAM neural networks with time-varying delays.
, Xinggao Liu
: Melt index prediction by RBF neural network optimized with an MPSO-SA hybrid algorithm.
, Gang Feng
: State estimation of recurrent neural networks with time-varying delay: A novel delay partition approach.
: Stochastic dissipativity analysis on discrete-time neural networks with time-varying delays.
, Jinde Cao
: Cluster synchronization in an array of coupled stochastic delayed neural networks via pinning control.
, Jie Fu
: On the exponential synchronization of stochastic impulsive chaotic delayed neural networks.
, Andrzej Cichocki
: Comment on "Blind source separation based on endpoint estimation with applications to the MLSP 2006 data competition".
Volume 74, Number 6, February 2011 Regular Papers
: Disaggregation & aggregation of time series components: A hybrid forecasting approach using generalized regression neural networks and the theta method.
, Xuefeng Zhu
: The bridge relating process neural networks and traditional neural networks.
, Xiabi Liu
, Yunde Jia
: Discriminative structure selection method of Gaussian Mixture Models with its application to handwritten digit recognition.
: Visualization of Riemannian-manifold-valued elements by multidimensional scaling.
Ju Hong Ge
, Jian Xu
: Synchronization and synchronized periodic solution in a simplified five-neuron BAM neural network with delays.
, N. C. Majee
: Existence of periodic solutions for a class of Cohen-Grossberg type neural networks with neutral delays.
Volume 74, Number 7, March 2011 Regular Papers
, Yigang He
: A novel approach for analog fault diagnosis based on neural networks and improved kernel PCA.
: Supposed maximum information for comprehensible representations in SOM.
Volume 74, Number 8, March 2011 Special Issue:
, Christophe Sabourin
: Multi-level cognitive machine-learning based concept for human-like "artificial" walking: Application to autonomous stroll of humanoid robots.
, Javier de Lope Asiaín
: Fusion of learning automata theory and granular inference systems: ANLAGIS. Applications to pattern recognition and machine learning.
Volume 74, Number 9, April 2011 Special Issue:
: Pattern recognition through compatibility of excitatory and inhibitory rhythms.
, Jidong Zhao
: Neighborhood preserving regression for image retrieval.
Volume 74, Number 10, May 2011
, M. Syed Ali
: Stability analysis of Takagi-Sugeno stochastic fuzzy Hopfield neural networks with discrete and distributed time varying delays.
: Phase synchronizing in Hindmarsh-Rose neural networks with delayed chemical coupling.
, Shaocheng Tong
: Adaptive fuzzy backstepping output feedback control of nonlinear uncertain systems with unknown virtual control coefficients using MT-filters.
, Qiankun Song
: Synchronization for an array of coupled stochastic discrete-time neural networks with mixed delays.
, Kaihong Zhao
: Robust stability of delayed reaction-diffusion recurrent neural networks with Dirichlet boundary conditions on time scales.
, G. Nagamani
: A delay decomposition approach to delay-dependent passivity analysis for interval neural networks with time-varying delay.
, Zhi-ping Liang
, Decai Li
: Sparse kernel density estimations and its application in variable selection based on quadratic Renyi entropy.
, Kejun Wang
, Nuo Jia
: Chaos control and associative memory of a time-delay globally coupled neural network using symmetric map.
, Yiwen Yang
, Gongqin Ruan
: Performance analysis of gradient neural network exploited for online time-varying quadratic minimization and equality-constrained quadratic programming.
, Yubing Gong
, Xiu Lin
: Multiple resonances with time delays and enhancement by non-Gaussian noise in Newman-Watts networks of Hodgkin-Huxley neurons.
, Yi Shen
: Passivity analysis of stochastic delayed neural networks with Markovian switching.
Volume 74, Number 11, May 2011 Special Issue:
Adaptive Incremental Learning in Neural Networks
Learning Algorithm and Mathematic Modelling
, Marco Raugi
: A filter based neuron model for adaptive incremental learning of self-organizing maps.
, Sam Kwong
, Yi Hong
: The convergence analysis and specification of the Population-Based Incremental Learning algorithm.
, Hugo Van hamme
: Modelling vocabulary acquisition, adaptation and generalization in infants using adaptive Bayesian PLSA.
: Special issue on ICONIP2009 "Learning algorithm and mathematic modeling".
, Bao-Liang Lu
: A support vector machine classifier with automatic confidence and its application to gender classification.
Anh Huy Phan
, Andrzej Cichocki
: Extended HALS algorithm for nonnegative Tucker decomposition and its applications for multiway analysis and classification.
, Sumio Watanabe
: Two design methods of hyperparameters in variational Bayes learning for Bernoulli mixtures.
, Bin Wang
, Liming Zhang
: Hebbian-based neural networks for bottom-up visual attention and its applications to ship detection in SAR images.
, Lu Xu
, Tommy W. S. Chow
: PPoSOM: A new variant of PolSOM by using probabilistic assignment for multidimensional data visualization.
Volume 74, Numbers 12-13, June 2011
, Hongbin Du
: Adaptive neural control for uncertain stochastic nonlinear strict-feedback systems with time-varying delays: A Razumikhin functional method.
: Traffic flow forecasting by seasonal SVR with chaotic simulated annealing algorithm.
Seyed Mohsen Mousavi
, Vahid Johari Majd
: Robust filtering of extended stochastic genetic regulatory networks with parameter uncertainties, disturbances, and time-varying delays.
, Pei-Hsun Hsu
: Annealed Kullback-Leibler divergence minimization for generalized TSP, spot identification and gene sorting.
, Xingyuan Wang
: Self-organizing adaptive fuzzy neural control for the synchronization of uncertain chaotic systems with random-varying parameters.
Volume 74, Numbers 14-15, July 2011
, Ronghui Li
, Junfang Li
: Decentralized adaptive neural control of nonlinear interconnected large-scale systems with unknown time delays and input saturation.
, Jiashu Zhang
: Illumination robust single sample face recognition using multi-directional orthogonal gradient phase faces.
, Anupam Shukla
, Ritu Tiwari
: Robotic path planning in static environment using hierarchical multi-neuron heuristic search and probability based fitness.
, Daoyi Xu
: Stability analysis of stochastic fuzzy cellular neural networks with time-varying delays.
Volume 74, Number 16, September 2011 Special Issue:
Advances in ELM
: Application of error minimized extreme learning machine for simultaneous learning of a function and its derivatives.
, Pilar Herrero
: Learning to collaborate in distributed environments by means of an awareness-based artificial neural network.
Volume 74, Number 17, October 2011 Regular Papers
, Shengyuan Xu
, Hao Shen
: Finite-time robust stochastic stability of uncertain stochastic delayed reaction-diffusion genetic regulatory networks.
: Stochastic approximation learning for mixtures of multivariate elliptical distributions.
Patrick A. Shoemaker
: Neural bistability and amplification mediated by NMDA receptors: Analysis of stationary equations.
, Yun Gao
: A new neural network for solving nonlinear convex programs with linear constraints.
, Jinde Cao
: Exponential stability analysis of stochastic reaction-diffusion Cohen-Grossberg neural networks with mixed delays.
: An extended one-versus-rest support vector machine for multi-label classification.
, Qiankun Song
, Huiwei Wang
: Global exponential stability of neural networks with discrete and distributed delays and general activation functions on time scales.
, Lihong Huang
: Existence and global asymptotic stability of periodic solution for discrete and distributed time-varying delayed neural networks with discontinuous activations.
Marghny H. Mohamed
: Rules extraction from constructively trained neural networks based on genetic algorithms.
: Robust exponential stability of uncertain impulsive neural networks with time-varying delays and delayed impulses.
, Qiuqi Ruan
, Song Guo
: Shift and gray scale invariant features for palmprint identification using complex directional wavelet and local binary pattern.
Paulo C. Rech
: Chaos and hyperchaos in a Hopfield neural network.