Neural Networks, Volume 21
Volume 21, Number 1, January 2008

Tadahiro Taniguchi, Tetsuo Sawaragi: Incremental acquisition of multiple nonlinear forward models based on differentiation process of schema model. 13-27
L. Sivridis, Athanasia Kotini, Photios A. Anninos: The process of learning in neural net models with Poisson and Gauss connectivities. 28-35
Nikolay Y. Nikolaev, Lilian M. de Menezes: Sequential Bayesian kernel modelling with non-Gaussian noise. 36-47
Katsuyuki Hagiwara, Kenji Fukumizu: Relation between weight size and degree of over-fitting in neural network regression. 48-58
Krzysztof Patan: Approximation of state-space trajectories by locally recurrent globally feed-forward neural networks. 59-64
Stephan Kirstein, Heiko Wersing, Edgar Körner: A biologically motivated visual memory architecture for online learning of objects. 65-77
Joaquim F. Pinto da Costa, Hugo Alonso, Jaime S. Cardoso: The unimodal model for the classification of ordinal data. 78-91
Holger Fröhlich, Andreas Hoenselaar, Jonas Eichner, Holger Rosenbrock, Gerald Birk, Andreas Zell: Automated classification of the behavior of rats in the forced swimming test with support vector machines. 92-101
Shiwei Wang, D. L. Yu: Adaptive RBF network for parameter estimation and stable air-fuel ratio control. 102-112
Volume 21, Numbers 2-3, March-April 2008
David G. Brown, Jennie Si, Ron Sun: Special Issue on Advances in Neural Networks Research: IJCNN'07. 113
Guoguang He, Manish Dev Shrimali, Kazuyuki Aihara: Threshold control of chaotic neural network. 114-121
Valentina Lanza, Fernando Corinto, Marco Gilli: On the study of cellular nonlinear networks via amplitude and phase dynamics. 122-129
Gerardo Noriega: Modeling propagation delays in the development of SOMs - a parallel with abnormal brain growth in autism. 130-139
Hiroyuki Torikai, Atsuo Funew, Toshimichi Saito: Digital spiking neuron and its learning for approximation of various spike-trains. 140-149
Juyang Weng, Tianyu Luwang, Hong Lu, Xiangyang Xue: Multilayer in-place learning networks for modeling functional layers in the laminar cortex. 150-159
Hujun Yin: On multidimensional scaling and the embedding of self-organising maps. 160-169

Rui Chang, Wilfried Brauer, Martin Stetter: Modeling semantics of inconsistent qualitative knowledge for quantitative Bayesian network inference. 182-192
Eiji Mizutani, Stuart E. Dreyfus: Second-order stagewise backpropagation for Hessian-matrix analyses and investigation of negative curvature. 193-203
Vladimir Pestov: An axiomatic approach to intrinsic dimension of a dataset. 204-213
Yiming Wu, Xiuwen Liu, Washington Mio: Learning representations for object classification using multi-stage optimal component analysis. 214-221
Jian-Wu Xu, Hovagim Bakardjian, Andrzej Cichocki, Jose C. Principe: A new nonlinear similarity measure for multichannel signals. 222-231
Aydin Farajidavar, Sohrab Saeb, Khosrow Behbehani: Incorporating synaptic time-dependent plasticity and dynamic synapse into a computational model of wind-up. 241-249
José F. Fontanari, Leonid I. Perlovsky: How language can help discrimination in the Neural Modelling Fields framework. 250-256
Walter J. Freeman: A pseudo-equilibrium thermodynamic model of information processing in nonlinear brain dynamics. 257-265
Nikola K. Kasabov, Vishal Jain, Lubica Benuskova: Integrating evolving brain-gene ontology and connectionist-based system for modeling and knowledge discovery. 266-275
Randal A. Koene, Michael E. Hasselmo: Reversed and forward buffering of behavioral spike sequences enables retrospective and prospective retrieval in hippocampal regions CA3 and CA1. 276-288
Toshihiko Matsuka, Yasuaki Sakamoto, Arieta Chouchourelou: Modeling a flexible representation machinery of human concept learning. 289-302
Colin Molter, Yoko Yamaguchi: Impact of temporal coding of presynaptic entorhinal cortex grid cells on the formation of hippocampal place fields. 303-310
Gualtiero Piccinini: Some neural networks compute, others don't. 311-321
Adam Ponzi: Dynamical model of salience gated working memory, action selection and reinforcement based on basal ganglia and dopamine feedback. 322-330
Kazuhiro Shimonomura, Takayuki Kushima, Tetsuya Yagi: Binocular robot vision emulating disparity computation in the primary visual cortex. 331-340
Youping Xiao, Ravi Rao, Guillermo A. Cecchi, Ehud Kaplan: Improved mapping of information distribution across the cortical surface with the support vector machine. 341-348
Hisashi Aomori, Tsuyoshi Otake, Nobuaki Takahashi, Mamoru Tanaka: Sigma-delta cellular neural network for 2D modulation. 349-357
Sheng Chen, Andreas Wolfgang, Chris J. Harris, Lajos Hanzo: Adaptive nonlinear least bit error-rate detection for symmetrical RBF beamforming. 358-367
Angelo Ciaramella, Sergio Cocozza, Francesco Iorio, Gennaro Miele, Francesco Napolitano, Michele Pinelli, Giancarlo Raiconi, Roberto Tagliaferri: Interactive data analysis and clustering of genomic data. 368-378
Alexandru George Floares: A reverse engineering algorithm for neural networks, applied to the subthalamopallidal network of basal ganglia. 379-386
Javid J. Huseynov, Shankar B. Baliga, Alan Widmer, Zvi Boger: An adaptive method for industrial hydrocarbon flame detection. 398-405
Qingshan Liu, Jun Wang: Two k-winners-take-all networks with discontinuous activation functions. 406-413
Paulo J. G. Lisboa, Terence A. Etchells, Ian H. Jarman, M. S. Hane Aung, Sylvie Chabaud, Thomas Bachelot, David Perol, Thérèse Gargi, Valérie Bourdès, Stéphane Bonnevay, Sylvie Négrier: Time-to-event analysis with artificial neural networks: An integrated analytical and rule-based study for breast cancer. 414-426
Maciej A. Mazurowski, Piotr A. Habas, Jacek M. Zurada, Joseph Y. Lo, Jay A. Baker, Georgia D. Tourassi: Training neural network classifiers for medical decision making: The effects of imbalanced datasets on classification performance. 427-436
Fabian Ojeda, Johan A. K. Suykens, Bart De Moor: Low rank updated LS-SVM classifiers for fast variable selection. 437-449
Xiang Peng, Irwin King: Robust BMPM training based on second-order cone programming and its application in medical diagnosis. 450-457
Danil V. Prokhorov: Toyota Prius HEV neurocontrol and diagnostics. 458-465
Wei Qiao, Ganesh K. Venayagamoorthy, Ronald G. Harley: Optimal wide-area monitoring and nonlinear adaptive coordinating neurocontrol of a power system with wind power integration and multiple FACTS devices. 466-475
Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski: Classifier performance estimation under the constraint of a finite sample size: Resampling schemes applied to neural network classifiers. 476-483
Dipti Srinivasan, Vishal Sharma, Kar-Ann Toh: Reduced multivariate polynomial-based neural network for automated traffic incident detection. 484-492
Bryan D. Thompson, Mahmood R. Azimi-Sadjadi: Iterative multi-channel coherence analysis with applications. 493-501
Yu-Chiang Frank Wang, David Casasent: New support vector-based design method for binary hierarchical classifiers for multi-class classification problems. 502-510
Benjamin Schrauwen, Michiel D'Haene, David Verstraeten, Jan M. Van Campenhout: Compact hardware liquid state machines on FPGA for real-time speech recognition. 511-523
Jayawan H. B. Wijekoon, Piotr Dudek: Compact silicon neuron circuit with spiking and bursting behaviour. 524-534
Vladimir M. Krasnopolsky, Michael S. Fox-Rabinovitz, Hendrik L. Tolman, Alexei A. Belochitski: Neural network approach for robust and fast calculation of physical processes in numerical environmental models: Compound parameterization with a quality control of larger errors. 535-543
Isabelle Guyon, Amir Saffari, Gideon Dror, Gavin C. Cawley: Analysis of the IJCNN 2007 agnostic learning vs. prior knowledge challenge. 544-550
Volume 21, Number 4, May 2008

Jeffrey L. McKinstry, Anil K. Seth, Gerald M. Edelman, Jeffrey L. Krichmar: Embodied models of delayed neural responses: Spatiotemporal categorization and predictive motor control in brain based devices. 553-561
Christian Faubel, Gregor Schöner: Learning to recognize objects on the fly: A neurally based dynamic field approach. 562-576
Renaud Ronsse, Philippe Lefèvre, Rodolphe Sepulchre: Robotics and neuroscience: A rhythmic interaction. 577-583
Jun Tani, Ryunosuke Nishimoto, Rainer W. Paine: Achieving "organic compositionality" through self-organization: Reviews on brain-inspired robotics experiments. 584-603
Christian Smith, Mattias Bratt, Henrik I. Christensen: Teleoperation for a ball-catching task with significant dynamics. 604-620
Arash Mahboobin, Patrick J. Loughlin, Mark S. Redfern, Stuart O. Anderson, Christopher G. Atkeson, Jessica K. Hodgins: Sensory adaptation in human balance control: Lessons for biomimetic robotic bipeds. 621-627
Benoît Girard, Nicolas Tabareau, Quang-Cuong Pham, Alain Berthoz, Jean-Jacques E. Slotine: Where neuroscience and dynamic system theory meet autonomous robotics: A contracting basal ganglia model for action selection. 628-641
Auke Jan Ijspeert: Central pattern generators for locomotion control in animals and robots: A review. 642-653
Samuel K. Au, Max Berniker, Hugh M. Herr: Powered ankle-foot prosthesis to assist level-ground and stair-descent gaits. 654-666
Christophe Maufroy, Hiroshi Kimura, Kunikatsu Takase: Towards a general neural controller for quadrupedal locomotion. 667-681
Volume 21, Number 5, June 2008
William Gnadt, Stephen Grossberg: SOVEREIGN: An autonomous neural system for incrementally learning planned action sequences to navigate towards a rewarded goal. 699-758
Giuseppe Emiliano La Cara, Mauro Ursino: A model of contour extraction including multiple scales, flexible inhibition and attention. 759-773
Kunihiko Fukushima: Extraction of visual motion and optic flow. 774-785
Peter Auer, Harald Burgsteiner, Wolfgang Maass: A learning rule for very simple universal approximators consisting of a single layer of perceptrons. 786-795
Volume 21, Number 6, August 2008

Yoshiyuki Asai, Apratim Guha, Alessandro E. P. Villa: Deterministic neural dynamics transmitted through neural networks. 799-809
Francisco J. Veredas, Héctor Mesa, Luis A. Martínez: Imprecise correlated activity in self-organizing maps of spiking neurons. 810-816
Elisa Magosso, Cristiano Cuppini, Andrea Serino, Giuseppe Di Pellegrino, Mauro Ursino: A theoretical study of multisensory integration in the superior colliculus by a neural network model. 817-829
Simon McGregor: Further results in multiset processing with neural networks. 830-837
Ying Wu, Colin Fyfe, Pei Ling Lai: Two forms of immediate reward reinforcement learning for exploratory data analysis. 847-855
Mark Robinson, Cristina González Castellano, Faisal Rezwan, Rod Adams, Neil Davey, Alastair Rust, Yi Sun: Combining experts in order to identify binding sites in yeast and mouse genomic data. 856-861
Eric A. Antonelo, Benjamin Schrauwen, Dirk Stroobandt: Event detection and localization for small mobile robots using reservoir computing. 862-871
Giuliano Grossi, Federico Pedersini: FPGA implementation of a stochastic neural network for monotonic pseudo-Boolean optimization. 872-879
Volume 21, Number 7, September 2008
Vito Logar, Ales Belic, Blaz Koritnik, Simon Brezan, Janez Zidar, Rihard Karba, Drago Matko: Using ANNs to predict a subject's response based on EEG traces. 881-887
Simon M. Stringer, Edmund T. Rolls: Learning transform invariant object recognition in the visual system with multiple stimuli present during training. 888-903
Iván Olier, Alfredo Vellido: Advances in clustering and visualization of time series using GTM through time. 904-913
Jiann-Ming Wu, Meng-Hong Chen, Zheng-Han Lin: Independent component analysis based on marginal density estimation using weighted Parzen windows. 914-924
Riadh Mtibaa, Masanori Idesawa, Yutaka Sakaguchi, Fumihiko Ishida: A computational model of perceptual grouping and 3D surface completion in the mime effect. 936-944
Sébastien Issanchou, Jean-Pierre Gauchi: Computer-aided optimal designs for improving neural network generalization. 945-950
César Hervás-Martínez, Francisco J. Martínez-Estudillo, Mariano Carbonero-Ruz: Multilogistic regression by means of evolutionary product-unit neural networks. 951-961
Jacques Demongeot, Sylvain Sené: Boundary conditions and phase transitions in neural networks. Simulation results. 962-970
Jacques Demongeot, Christelle Jézéquel, Sylvain Sené: Boundary conditions and phase transitions in neural networks. Theoretical results. 971-979
Kenji Nagata, Sumio Watanabe: Asymptotic behavior of exchange ratio in exchange Monte Carlo method. 980-988
Haikun Wei, Shun-ichi Amari: Dynamics of learning near singularities in radial basis function networks. 989-1005
J. Manuel Cano Izquierdo, Julio Ibarrola, Miguel Pinzolas, Miguel Almonacid: dNSP: A biologically inspired dynamic Neural network approach to Signal Processing. 1006-1019
Koichi Odajima, Yoichi Hayashi, Gong Tianxia, Rudy Setiono: Greedy rule generation from discrete data and its use in neural network rule extraction. 1020-1028
Nadia Mammone, Francesco Carlo Morabito: Enhanced automatic artifact detection based on independent component analysis and Renyi's entropy. 1029-1040
Sébastien Hélie: Energy minimization in the nonlinear dynamic recurrent associative memory. 1041-1044
Volume 21, Number 8, October 2008
Jan G. Bjaalie, Sten Grillner, Shiro Usui: Neuroinformatics: Databases, tools, and computational modeling for studying the nervous system. 1045-1046
Tomoki Kazawa, Hidetoshi Ikeno, Ryohei Kanzaki: Development and application of a neuroinformatics environment for neuroscience and neuroethology. 1047-1055
Akira Sato, Yukiko Sekine, Chihiro Saruta, Hirozumi Nishibe, Noriyuki Morita, Yumi Sato, Tetsushi Sadakata, Yo Shinoda, Toshio Kojima, Teiichi Furuichi: Cerebellar development transcriptome database (CDT-DB): Profiling of spatio-temporal gene expression during the postnatal development of mouse cerebellum. 1056-1069
Andreas V. M. Herz, Ralph Meier, Martin P. Nawrot, Willi Schiegel, Tiziano Zito: G-Node: An integrated tool-sharing platform to support cellular and systems neurophysiology in the age of global neuroinformatics. 1070-1075
Martyn Fletcher, Bojian Liang, Leslie Smith, Alastair Knowles, Tom Jackson, Mark Jessop, Jim Austin: Neural network based pattern matching and spike detection tools and services - in the CARMEN neuroinformatics project. 1076-1084
Ralph Meier, Ulrich Egert, Ad Aertsen, Martin P. Nawrot: FIND - A unified framework for neural data analysis. 1085-1093
Xiaoli Li, John G. R. Jefferys, John Fox, Xin Yao: Neuronal population oscillations of rat hippocampus during epileptic seizures. 1105-1111
Jo-Anne Ting, Aaron D'Souza, Kenji Yamamoto, Toshinori Yoshioka, Donna L. Hoffman, Shinji Kakei, Lauren Sergio, John Kalaska, Mitsuo Kawato, Peter Strick, Stefan Schaal: Variational Bayesian least squares: An application to brain-machine interface data. 1112-1131
Ruggero Scorcioni, David J. Hamilton, Giorgio A. Ascoli: Self-sustaining non-repetitive activity in a large scale neuronal-level model of the hippocampal circuit. 1153-1163
Marc de Kamps, Volker Baier, Johannes Drever, Melanie Dietz, Lorenz Mösenlechner, Frank van der Velde: The state of MIIND. 1164-1181
Wentao Huang, Licheng Jiao, Jianhua Jia: Modeling contextual modulation in the primary visual cortex. 1182-1196
Kazuhiro Shimonomura, Tetsuya Yagi: Neuromorphic VLSI vision system for real-time texture segregation. 1197-1204
Antoine Naud, Shiro Usui: Exploration of a collection of documents in neuroscience and extraction of topics by clustering. 1205-1211
Volume 21, Number 9, November 2008
George Mengov, Henrik Egbert, Stefan Pulov, Kalin Georgiev: Emotional balances in experimental consumer choices. 1213-1219
Yuichi Yamashita, Miki Takahasi, Tetsu Okumura, Maki Ikebuchi, Hiroko Yamada, Madoka Suzuki, Kazuo Okanoya, Jun Tani: Developmental learning of complex syntactical song in the Bengalese finch: A neural network model. 1224-1231
Liel Rubinsky, Nadav Raichman, Jacob Lavee, Hanan Frenk, Eshel Ben-Jacob: Spatio-temporal motifs 'remembered' in neuronal networks following profound hypothermia. 1232-1237
Konrad Schindler, Luc J. Van Gool, Béatrice de Gelder: Recognizing emotions expressed by body pose: A biologically inspired neural model. 1238-1246
Kay Henning Brodersen, William D. Penny, Lee M. Harrison, Jean Daunizeau, Christian C. Ruff, Emrah Düzel, Karl J. Friston, Klaas E. Stephan: Integrated Bayesian models of learning and decision making for saccadic eye movements. 1247-1260
Joaquín J. Torres, Joaquín Marro, Jesús M. Cortés, B. Wemmenhove: Instabilities in attractor networks with fast synaptic fluctuations and partial updating of the neurons activity. 1272-1277
Masashi Sugiyama, Neil Rubens: A batch ensemble approach to active learning with model selection. 1278-1286
Habiboulaye Amadou Boubacar, Stéphane Lecoeuche, Salah Maouche: SAKM: Self-adaptive kernel machine A kernel-based algorithm for online clustering. 1287-1301
Luís M. Silva, Joaquim Marques de Sá, Luís A. Alexandre: Data classification with multilayer perceptrons using a generalized error function. 1302-1310
Leila Ait Gougam, Mouloud Tribeche, Fawzia Mekideche-Chafa: A systematic investigation of a neural network for function approximation. 1311-1317
Qingxiang Wu, T. Martin McGinnity, Liam P. Maguire, Ammar Belatreche, Brendan P. Glackin: 2D co-ordinate transformation based on a spike timing-dependent plasticity learning mechanism. 1318-1327
Ralph Linsker: Neural network learning of optimal Kalman prediction and control. 1328-1343
Fernanda L. Minku, Teresa Bernarda Ludermir: Clustering and co-evolution to construct neural network ensembles: An experimental study. 1363-1379
Narayan Srinivasa, Stephen Grossberg: A head-neck-eye system that learns fault-tolerant saccades to 3-D targets using a self-organizing neural model. 1380-1391

Elif Derya Übeyli: Implementing eigenvector methods/probabilistic neural networks for analysis of EEG signals. 1410-1417
Eiji Mizutani, Stuart E. Dreyfus: Corrigendum to: "Second-order stagewise backpropagation for Hessian-matrix analyses and investigation of negative curvature" [Neural Netw. 21(2-3) (2008) 193-203]. 1418
Volume 21, Number 10, December 2008

Sungmoon Jeong, Sang-Woo Ban, Minho Lee: Stereo saliency map considering affective factors and selective motion analysis in a dynamic environment. 1420-1430
Hirotsugu Okuno, Tetsuya Yagi: A visually guided collision warning system with a neuromorphic architecture. 1431-1438
Hee-Sang Ko, Kwang Y. Lee, Min-Jae Kang, Ho-Chan Kim: Power quality control of an autonomous wind-diesel power system based on hybrid intelligent controller. 1439-1446
Eiji Uchibe, Kenji Doya: Finding intrinsic rewards by embodied evolution and constrained reinforcement learning. 1447-1455
Liang Hu, Huijun Gao, Wei Xing Zheng: Novel stability of cellular neural networks with interval time-varying delay. 1458-1463
Wei Wu, Dong Nan, Jinling Long, Yu-mei Ma: A comment on "Relaxed conditions for radial-basis function networks to be universal approximators". 1464-1465
Jun Namikawa, Jun Tani: A model for learning to segment temporal sequences, utilizing a mixture of RNN experts together with adaptive variance. 1466-1475
Joshua P. Salmon, Thomas P. Trappenberg: Modeling the integration of expectations in visual search with centre-surround neural fields. 1476-1492
Patryk A. Laurent: The emergence of saliency and novelty responses from Reinforcement Learning principles. 1493-1499
Wlodzislaw Duch, Pawel Matykiewicz, John Pestian: Neurolinguistic approach to natural language processing with applications to medical text analysis. 1500-1510
Willem Waegeman, Bernard De Baets, Luc Boullart: Learning layered ranking functions with structured support vector machines. 1511-1523
Simone Fiori: Lie-group-type neural system learning by manifold retractions. 1524-1529
Filip Piekniewski, Tomasz Schreiber: Spontaneous scale-free structure of spike flow graphs in recurrent neural networks. 1530-1536
Shen Furao, Osamu Hasegawa: A fast nearest neighbor classifier based on self-organizing incremental neural network. 1537-1547
Meng Joo Er, Yi Zhou: Automatic generation of fuzzy inference systems via unsupervised learning. 1556-1566



