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Neurocomputing, Volume 74
Volume 74, Numbers 1-3, December 2010
- Hugo de Garis, Ben Goertzel:
Guest Editorial: Special issue on artificial brains. 1-2 - Hugo de Garis, Shuo Chen, Ben Goertzel, Ruiting Lian:
A world survey of artificial brain projects, Part I: Large-scale brain simulations. 3-29 - Ben Goertzel, Ruiting Lian, Itamar Arel, Hugo de Garis, Shuo Chen:
A world survey of artificial brain projects, Part II: Biologically inspired cognitive architectures. 30-49 - John G. Taylor:
On artificial brains. 50-56 - Henning P. Henningsen:
How the NETofANs-model explains representation, intentionality, and much of the process that generates the contents of awareness. 57-75 - Emma Byrne, Christian R. Huyck:
Processing with cell assemblies. 76-83 - Ben Goertzel, Joel Pitt, Matthew Iklé
, Cassio Pennachin, Liu Rui:
Glocal memory: A critical design principle for artificial brains and minds. 84-94 - Ruiting Lian, Ben Goertzel, Rui Liu, Michael Ross, Murilo Saraiva de Queiroz, Linas Vepstas
:
Sentence generation for artificial brains: A glocal similarity-matching approach. 95-103 - Alexander Borzenko:
A neural mechanism for human language processing. 104-112 - Min Jiang, Changle Zhou, Shuo Chen:
Embodied concept formation and reasoning via neural-symbolic integration. 113-120 - Knud Thomsen:
The Ouroboros Model in the light of venerable criteria. 121-128 - Jindong Liu, David Pérez-González
, Adrian Rees
, Harry R. Erwin, Stefan Wermter:
A biologically inspired spiking neural network model of the auditory midbrain for sound source localisation. 129-139 - Vlad Wojcik, Pascal Comte:
Algorithms for speedy visual recognition and classification of patterns formed on rectangular imaging sensors. 140-154
- Guang-Bin Huang
, Xiaojian Ding, Hongming Zhou:
Optimization method based extreme learning machine for classification. 155-163 - Wai Kit Wong
, Chu Kiong Loo
, Way-Soong Lim, Poi Ngee Tan:
Thermal condition monitoring system using log-polar mapping, quaternion correlation and max-product fuzzy neural network classification. 164-177 - Nahla H. Barakat
, Andrew P. Bradley
:
Rule extraction from support vector machines: A review. 178-190 - Jiao Liu, Yongqing Yang, Zheng Fang:
A generalized neural network for solving minimax problems with nonsmooth cost functions. 191-196 - Tao Li, Aiguo Song, Shumin Fei:
Synchronization control for arrays of coupled discrete-time delayed Cohen-Grossberg neural networks. 197-204 - Denny Joseph, Garipelli Gangadhar, V. Srinivasa Chakravarthy:
ACE (Actor-Critic-Explorer) paradigm for reinforcement learning in basal ganglia: Highlighting the role of subthalamic and pallidal nuclei. 205-218 - Georg Hinselmann, Nikolas Fechner, Andreas Jahn, Matthias Eckert, Andreas Zell:
Graph kernels for chemical compounds using topological and three-dimensional local atom pair environments. 219-229 - H. Y. Li, Y. K. Wong, Wai-Lok Chan
, Kai Ming Tsang
:
Synchronization of Ghostburster neurons under external electrical stimulation via adaptive neural network H∞ control. 230-238 - Janardan Misra, Indranil Saha:
Artificial neural networks in hardware: A survey of two decades of progress. 239-255 - Zidong Wang
, Yurong Liu
, Xiaohui Liu, Yong Shi:
Robust state estimation for discrete-time stochastic neural networks with probabilistic measurement delays. 256-264 - Chuan-Ke Zhang, Yong He, Min Wu:
Exponential synchronization of neural networks with time-varying mixed delays and sampled-data. 265-273 - Chunhua Feng, Christian O'Reilly
, Réjean Plamondon
:
Permanent oscillations in a 3-node recurrent neural network model. 274-283 - Magdi Sadek Mahmoud
, Yuanqing Xia:
LMI-based exponential stability criterion for bidirectional associative memory neural networks. 284-290 - David C. Hendry, Roberta Cambio:
Techniques for power reduction in an SIMD implementation of the VQ/SOM algorithms. 291-300 - Bo Yang, Songcan Chen:
Sample-dependent graph construction with application to dimensionality reduction. 301-314 - Jeen-Shing Wang, Yu-Liang Hsu:
An MDL-based Hammerstein recurrent neural network for control applications. 315-327 - Witali L. Dunin-Barkowski
, Andrew T. Lovering, John M. Orem, David M. Baekey, Thomas E. Dick, Ilya A. Rybak, Kendall Francis Morris, Russell O'Connor, Sarah C. Nuding, Roger Shannon, Bruce G. Lindsey
:
L-plotting - A method for visual analysis of physiological experimental and modeling multi-component data. 328-336 - Yufa Yuan, Xiaolin Li:
New results for global robust asymptotic stability of BAM neural networks with time-varying delays. 337-342 - Marcos Eduardo Valle
:
Sparsely connected autoassociative fuzzy implicative memories and their application for the reconstruction of large gray-scale images. 343-353 - Xiaoyu Wang, Yong Huang, Nhan T. Nguyen:
Robustness quantification of recurrent neural network using unscented transform. 354-361 - Qiang Meng, Haijun Jiang:
Robust stochastic stability analysis of Markovian switching genetic regulatory networks with discrete and distributed delays. 362-368 - Shaocheng Tong, Yongming Li:
Observer-based fuzzy adaptive robust control of nonlinear systems with time delays and unmodeled dynamics. 369-378 - Erich Fuchs, Thiemo Gruber, Helmuth Pree, Bernhard Sick
:
Temporal data mining using shape space representations of time series. 379-393 - Dongli Wang, Jianguo Zheng, Yan Zhou, Jianxun Li:
A scalable support vector machine for distributed classification in ad hoc sensor networks. 394-400 - Maciej Lawrynczuk
:
Computationally efficient nonlinear predictive control based on neural Wiener models. 401-417 - Óscar Martínez Mozos
, Jose Angel Bolea, José Manuel Ferrández
, Peter K. Ahnelt, Eduardo Fernández
:
V-Proportion: A method based on the Voronoi diagram to study spatial relations in neuronal mosaics of the retina. 418-427 - Jing Wen, Xinbo Gao, Xuelong Li
, Dacheng Tao, Jie Li:
Incremental pairwise discriminant analysis based visual tracking. 428-438 - Pagavathigounder Balasubramaniam
, M. Syed Ali
:
Robust stability of uncertain fuzzy cellular neural networks with time-varying delays and reaction diffusion terms. 439-446 - Wanyu Deng, Qinghua Zheng, Shiguo Lian, Lin Chen, Xin Wang:
Ordinal extreme learning machine. 447-456 - Feilong Cao, Shaobo Lin, Zongben Xu:
Approximation capability of interpolation neural networks. 457-460 - Hanqiang Liu, Licheng Jiao, Feng Zhao:
Non-local spatial spectral clustering for image segmentation. 461-471
- Qing Zhu, Tianping Zhang, Shumin Fei:
Adaptive tracking control for input delayed MIMO nonlinear systems. 472-480 - Lei Yu, Shumin Fei, Fei Long, Maoqing Zhang, Jiangbo Yu:
Multilayer neural networks-based direct adaptive control for switched nonlinear systems. 481-486 - Wankou Yang, Changyin Sun, Lei Zhang
, Karl Ricanek:
Laplacian bidirectional PCA for face recognition. 487-493 - André L. V. Coelho
, Everlândio Fernandes, Katti Faceli:
Inducing multi-objective clustering ensembles with genetic programming. 494-498
Volume 74, Number 4, January 2011
- Yih-Guang Leu, Chun-Yao Chen:
B-spline backstepping control with derivative matrix estimation and its applications. 499-508 - Fang Yu, Haijun Jiang:
Global exponential synchronization of fuzzy cellular neural networks with delays and reaction-diffusion terms. 509-515 - Yongquan Zhang, Feilong Cao, Zongben Xu:
Estimation of learning rate of least square algorithm via Jackson operator. 516-521 - Banchar Arnonkijpanich, Alexander Hasenfuss, Barbara Hammer
:
Local matrix adaptation in topographic neural maps. 522-539 - Xinbo Gao, Zhenxing Niu, Dacheng Tao, Xuelong Li
:
Non-goal scene analysis for soccer video. 540-548 - Hung-Ching Lu, Chih-Ying Chuang:
Robust parametric CMAC with self-generating design for uncertain nonlinear systems. 549-562 - Hongyong Zhao, Qi Zhang:
Global impulsive exponential anti-synchronization of delayed chaotic neural networks. 563-567 - Li Zhang, Weida Zhou, Pei-Chann Chang
:
Generalized nonlinear discriminant analysis and its small sample size problems. 568-574 - Baochang Zhang, Yongsheng Gao
, Hong Zheng:
Local Kernel Feature Analysis (LKFA) for object recognition. 575-579 - Qiaolin Ye, Chunxia Zhao, Ning Ye, Xiaobo Chen
:
Localized twin SVM via convex minimization. 580-587 - Xuemin Tian, Gongquan Chen, Sheng Chen
:
A data-based approach for multivariate model predictive control performance monitoring. 588-597 - Guoxian Yu, Hong Peng, Jia Wei, Qianli Ma:
Enhanced locality preserving projections using robust path based similarity. 598-605 - He Huang, Gang Feng
, Jinde Cao:
Guaranteed performance state estimation of static neural networks with time-varying delay. 606-616 - Somayeh Raiesdana
, Seyed Mohammad P. Firoozabadi
, S. Mohammad Hashemi Goplayegani:
An evolutionary network model of epileptic phenomena. 617-628 - Zhihui Lai, Minghua Wan, Zhong Jin, Jian Yang:
Sparse two-dimensional local discriminant projections for feature extraction. 629-637 - Qi Luo, Zhigang Zeng, Xiaoxin Liao:
Global exponential stability in Lagrange sense for neutral type recurrent neural networks. 638-645
- Bumhwi Kim, Sang-Woo Ban, Minho Lee:
Growing fuzzy topology adaptive resonance theory models with a push-pull learning algorithm. 646-655 - Qinghua Hu, Pengfei Zhu, Yongbin Yang, Daren Yu:
Large-margin nearest neighbor classifiers via sample weight learning. 656-660
Volume 74, Number 5, February 2011
- Xiaoqiang Lu, Yi Sun, Yuan Yuan:
Image reconstruction by an alternating minimisation. 661-670 - Jan Faigl
, Miroslav Kulich
, Vojtech Vonásek
, Libor Preucil:
An application of the self-organizing map in the non-Euclidean Traveling Salesman Problem. 671-679 - Yuichi Shiraishi, Kenji Fukumizu
:
Statistical approaches to combining binary classifiers for multi-class classification. 680-688 - Changjin Xu, Xianhua Tang, Maoxin Liao:
Stability and bifurcation analysis of a six-neuron BAM neural network model with discrete delays. 689-707 - Chia-Te Liao, Shang-Hong Lai
:
A novel robust kernel for visual learning problems. 708-719 - Haibo Gu:
Mean square exponential stability in high-order stochastic impulsive BAM neural networks with time-varying delays. 720-729 - Hong-Bing Zeng
, Yong He, Min Wu, Shen-Ping Xiao:
Passivity analysis for neural networks with a time-varying delay. 730-734 - Jiubao Li, Xinggao Liu:
Melt index prediction by RBF neural network optimized with an MPSO-SA hybrid algorithm. 735-740 - Hui Yan, Jian Yang, Jingyu Yang:
Bimode model for face recognition and face representation. 741-748 - Hongmei Shao, Gaofeng Zheng:
Convergence analysis of a back-propagation algorithm with adaptive momentum. 749-752 - Joni Pajarinen
, Jaakko Peltonen
, Mikko A. Uusitalo
:
Fault tolerant machine learning for nanoscale cognitive radio. 753-764 - Hongmei Shao, Gaofeng Zheng:
Boundedness and convergence of online gradient method with penalty and momentum. 765-770 - Guoqi Li, Changyun Wen
, Guang-Bin Huang
, Yan Chen:
Error tolerance based support vector machine for regression. 771-782 - Ming-Feng Yeh, Min-Shyang Leu:
ART-type CMAC network classifier. 783-791 - He Huang, Gang Feng
:
State estimation of recurrent neural networks with time-varying delay: A novel delay partition approach. 792-796 - Hao Sun, Cheng Wang, Boliang Wang, Naser El-Sheimy:
Pyramid binary pattern features for real-time pedestrian detection from infrared videos. 797-804 - Nan Li, Yulian Zhang, Jiawen Hu, Zhenyu Nie:
Synchronization for general complex dynamical networks with sampled-data. 805-811 - Feng Pan, Jiandong Wang, Xiaohui Lin:
Local margin based semi-supervised discriminant embedding for visual recognition. 812-819 - Ana R. Teixeira
, Ana Maria Tomé
, Elmar Wolfgang Lang:
Unsupervised feature extraction via kernel subspace techniques. 820-830 - Ailong Wu, Zhigang Zeng, Chaojin Fu, Wenwen Shen:
Global exponential stability in Lagrange sense for periodic neural networks with various activation functions. 831-837 - Qiankun Song:
Stochastic dissipativity analysis on discrete-time neural networks with time-varying delays. 838-845 - Lulu Li, Jinde Cao:
Cluster synchronization in an array of coupled stochastic delayed neural networks via pinning control. 846-856 - Tiedong Ma
, Jie Fu:
On the exponential synchronization of stochastic impulsive chaotic delayed neural networks. 857-862 - Sergio Cruces
, Andrzej Cichocki
:
Comment on "Blind source separation based on endpoint estimation with applications to the MLSP 2006 data competition". 863-865
Volume 74, Number 6, February 2011
- Cheolsoo Park, David Looney, Marc M. Van Hulle, Danilo P. Mandic:
The complex local mean decomposition. 867-875 - Chaohua Dai, Weirong Chen, Yunfang Zhu, Zhiling Jiang, Zhiyu You:
Seeker optimization algorithm for tuning the structure and parameters of neural networks. 876-883 - Tomás Maul, Sapiyan Baba:
Unsupervised learning in second-order neural networks for motion analysis. 884-895 - Marina Theodosiou:
Disaggregation & aggregation of time series components: A hybrid forecasting approach using generalized regression neural networks and the theta method. 896-905 - Tao Ye, Xuefeng Zhu:
The bridge relating process neural networks and traditional neural networks. 906-915 - Yuan Cao, Haibo He, He (Helen) Huang
:
LIFT: A new framework of learning from testing data for face recognition. 916-929 - Nor Hisham Hamid, Tong Boon Tang
, Alan F. Murray:
Probabilistic neural computing with advanced nanoscale MOSFETs. 930-940 - Deyu Meng, Yee Leung, Zongben Xu:
A new quality assessment criterion for nonlinear dimensionality reduction. 941-948 - Xuejing Meng, Maosheng Tian, Shigeng Hu:
Stability analysis of stochastic recurrent neural networks with unbounded time-varying delays. 949-953 - Xuefeng Chen, Xiabi Liu, Yunde Jia:
Discriminative structure selection method of Gaussian Mixture Models with its application to handwritten digit recognition. 954-961 - Ling Shao
, Ruoyun Gao, Yan Liu, Hui Zhang
:
Transform based spatio-temporal descriptors for human action recognition. 962-973 - Chengde Zheng, Mingming Ma, Zhanshan Wang:
Less conservative results of state estimation for delayed neural networks with fewer LMI variables. 974-982 - Simone G. O. Fiori
:
Visualization of Riemannian-manifold-valued elements by multidimensional scaling. 983-992 - Ju Hong Ge, Jian Xu
:
Synchronization and synchronized periodic solution in a simplified five-neuron BAM neural network with delays. 993-999 - Santanu Mandal
, N. C. Majee:
Existence of periodic solutions for a class of Cohen-Grossberg type neural networks with neutral delays. 1000-1007 - Hengjie Song, Chunyan Miao
, Zhiqi Shen, Roel Wuyts
, Maja D'Hondt, Francky Catthoor:
A probabilistic fuzzy approach to modeling nonlinear systems. 1008-1025 - Gan Huang, Dingguo Zhang, Jianjun Meng, Xiangyang Zhu:
Interactions between two neural populations: A mechanism of chaos and oscillation in neural mass model. 1026-1034 - Qing Wang, Feng Chen, Wenli Xu:
Adaptive multi-cue tracking by online appearance learning. 1035-1045
- Kevin Ho, Andrew Chi-Sing Leung
, John Sum:
Training RBF network to tolerate single node fault. 1046-1052 - B. H. Shekar, M. Sharmila Kumari, Leonid M. Mestetskiy
, Natalia Dyshkant:
Face recognition using kernel entropy component analysis. 1053-1057 - Sang-Hoon Oh
:
Error back-propagation algorithm for classification of imbalanced data. 1058-1061 - Yiguang Liu, Bingbing Liu
, Sai-Ho Ling
:
The almost periodic solution of Lotka-Volterra recurrent neural networks with delays. 1062-1068
Volume 74, Number 7, March 2011
- Hesam Montazeri
, Sajjad Moradi, Reza Safabakhsh
:
Continuous state/action reinforcement learning: A growing self-organizing map approach. 1069-1082 - Jian Jhong Lin, Sui Sun Cheng:
Doubly periodic traveling waves in cellular neural networks with polynomial reactions. 1083-1094 - Yadong Mu, Bingfeng Zhou:
Non-uniform multiple kernel learning with cluster-based gating functions. 1095-1101 - Yingqun Xiao, Yigang He:
A novel approach for analog fault diagnosis based on neural networks and improved kernel PCA. 1102-1115 - Ryotaro Kamimura:
Supposed maximum information for comprehensible representations in SOM. 1116-1134 - Emmanouil Hourdakis, Helen E. Savaki, Panos E. Trahanias:
Computational modeling of cortical pathways involved in action execution and action observation. 1135-1155
Volume 74, Number 8, March 2011
- José Manuel Ferrández
, Darío Maravall, José Ramón Álvarez Sánchez
:
From phenomenological data and sensations to cognition. 1157-1158 - Santi Chillemi, Michele Barbi, Angelo Di Garbo:
A network of pyramidal neurons is sensitive to the timing of its excitatory inputs. 1159-1164 - Óscar Martínez Mozos
, Jose Angel Bolea, José Manuel Ferrández
, Peter K. Ahnelt, Eduardo Fernández
:
Reprint of: V-Proportion: A method based on the Voronoi diagram to study spatial relations in neuronal mosaics of the retina. 1165-1174 - Antonio Fernández-Caballero
, María T. López
, Enrique J. Carmona
, Ana E. Delgado
:
A historical perspective of algorithmic lateral inhibition and accumulative computation in computer vision. 1175-1181 - Guido Bologna, Benoît Deville, Juan Diego Gomez, Thierry Pun:
Toward local and global perception modules for vision substitution. 1182-1190 - Pedro Gómez Vilda
, José Manuel Ferrández de Vicente
, María Victoria Rodellar Biarge, Agustín Álvarez Marquina
, Luis Miguel Mazaira-Fernández, Rafael Martínez-Olalla
, Cristina Muñoz-Mulas:
Neuromorphic detection of speech dynamics. 1191-1202