Neural Networks, Volume 17

Volume 17, Number 1, January 2004

• Stephen Grossberg, Mitsuo Kawato, John G. Taylor:
  Another exciting year for the INNS/ENNS/JNNS journal! 1
  
• Simon M. Stringer, Edmund T. Rolls, Thomas P. Trappenberg:
  Self-organising continuous attractor networks with multiple activity packets, and the representation of space. 5-27
  
• R. J. C. Bosman, W. A. van Leeuwen, Bastian Wemmenhove:
  Combining Hebbian and reinforcement learning in a minibrain model. 29-36
  
• Kunihiko Fukushima:
  Neocognitron capable of incremental learning. 37-46
  
• Hongyong Zhao:
  Global asymptotic stability of Hopfield neural network involving distributed delays. 47-53
  
• Seiji Miyoshi, Hiro-Fumi Yanai, Masato Okada:
  Associative memory by recurrent neural networks with delay elements. 55-63
  
• Amit Bhaya, Eugenius Kaszkurewicz:
  Steepest descent with momentum for quadratic functions is a version of the conjugate gradient method. 65-71
  
• Zongben Xu, Hong Qiao, Jigen Peng, Bo Zhang:
  A comparative study of two modeling approaches in neural networks. 73-85
  
• Jin Zhou, Zengrong Liu, Guanrong Chen:
  Dynamics of periodic delayed neural networks. 87-101
  
• Tomoyuki Kimoto, Masato Okada:
  Mixed states on neural network with structural learning. 103-112
  
• Vladimir Cherkassky, Yunqian Ma:
  Practical selection of SVM parameters and noise estimation for SVM regression. 113-126
  
• Athanassia Chalimourda, Bernhard Schölkopf, Alex J. Smola:
  Experimentally optimal v in support vector regression for different noise models and parameter settings. 127-141
  
• Brijnesh J. Jain, Fritz Wysotzki:
  Discrimination networks for maximum selection. 143-154
  

Volume 17, Number 2, March 2004

• Shigeaki Nishina, Mitsuo Kawato:
  A computational model of spatio-temporal dynamics in depth filling-in. 159-163
  
• Yasuhiro Tsubo, Takeshi Kaneko, Shigeru Shinomoto:
  Predicting spike timings of current-injected neurons. 165-173
  
• Paul Rodriguez, William B. Levy:
  Configural representations in transverse patterning with a hippocampal model. 175-190
  
• Manuel G. Velarde, Vladimir I. Nekorkin, Valeri A. Makarov, Vladimir I. Makarenko, Rodolfo R. Llinás:
  Clustering behavior in a three-layer system mimicking olivo-cerebellar dynamics. 191-203
  
• Si Wu, Shun-ichi Amari, Hiroyuki Nakahara:
  Information processing in a neuron ensemble with the multiplicative correlation structure. 205-214
  
• Kazuyuki Hara, Masato Okada:
  On-line learning through simple perceptron learning with a margin. 215-223
  
• Mykola Lysetskiy, Jacek M. Zurada:
  Bifurcating neuron: computation and learning. 225-232
  
• José M. Vegas, Pedro J. Zufiria:
  Generalized neural networks for spectral analysis: dynamics and Liapunov functions. 233-245
  
• Mirko Solazzi, Aurelio Uncini:
  Regularising neural networks using flexible multivariate activation function. 247-260
  
• Ezequiel López-Rubio, José Muñoz-Pérez, José Antonio Gómez-Ruiz:
  A principal components analysis self-organizing map. 261-270
  
• Chuangyin Dang, Yee Leung, Xing-Bao Gao, Kai-zhou Chen:
  Neural networks for nonlinear and mixed complementarity problems and their applications. 271-283
  
• Zhenkun Gou, Colin Fyfe:
  A canonical correlation neural network for multicollinearity and functional data. 285-293
  

Volume 17, Number 3, April 2004

• Hiroyuki Miyamoto, Jun Morimoto, Kenji Doya, Mitsuo Kawato:
  Reinforcement learning with via-point representation. 299-305
  
• Siu Kang, Katsunori Kitano, Tomoki Fukai:
  Self-organized two-state membrane potential transitions in a network of realistically modeled cortical neurons. 307-312
  
• Anthony Robins, Simon McCallum:
  A robust method for distinguishing between learned and spurious attractors. 313-326
  
• Rytis Stanikunas, Henrikas Vaitkevicius, Janus J. Kulikowski:
  Investigation of color constancy with a neural network. 327-337
  
• Katsuki Katayama, Masataka Ando, Tsuyoshi Horiguchi:
  Models of MT and MST areas using wake-sleep algorithm. 339-351
  
• Yasuhiro Wada, Mitsuo Kawato:
  A via-point time optimization algorithm for complex sequential trajectory formation. 353-364
  
• Apostolos Georgakis, Constantine Kotropoulos, Alexandros Xafopoulos, Ioannis Pitas:
  Marginal median SOM for document organization and retrieval. 365-377
  
• Jinde Cao, Jun Wang:
  Absolute exponential stability of recurrent neural networks with Lipschitz-continuous activation functions and time delays. 379-390
  
• Jiye Zhang, Yoshihiro Suda, Takashi Iwasa:
  Absolutely exponential stability of a class of neural networks with unbounded delay. 391-397
  
• Jos Koetsier, Ying Han, Colin Fyfe:
  Twinned principal curves. 399-409
  
• Toshiro Kubota:
  Massively parallel networks for edge localization and contour integration-adaptable relaxation approach. 411-425
  
• Athanassios A. Argiriou, Ioannis Bellas-Velidis, Michaël Kummert, Philippe André:
  A neural network controller for hydronic heating systems of solar buildings. 427-440
  
• Victoria J. Hodge, Ken Lees, Jim Austin:
  A high performance k-NN approach using binary neural networks. 441-458
  
• Gökhan H. Bakir:
  Foundations of Wavelet Networks and Applications: S. Sitharama Iyengar, E. C. Cho, Vir V. Phoho; Chapman and Hall/CRC. 459
  
• Michael G. Paulin:
  Neural Engineering: Computation, Representation and Dynamics in Neurobiological Systems: Chris Eliasmith, Charles Anderson; MIT Press (December 2003), ISBN: 0262050714. 461-463
  
• Zhaozhi Zhang, Xiaomin Ma, Yixian Yang:
  Erratum to: Bounds on the number of hidden neurons in three-layer binary neural networks [Neural Networks 16 (7) 995-1002]. 465
  

Volume 17, Number 4, May 2004

• Joshua W. Brown, Daniel Bullock, Stephen Grossberg:
  How laminar frontal cortex and basal ganglia circuits interact to control planned and reactive saccades. 471-510
  
• Stephen Grossberg, Krishna K. Govindarajan, Lonce L. Wyse, Michael A. Cohen:
  ARTSTREAM: a neural network model of auditory scene analysis and source segregation. 511-536
  
• Hongtao Lu, Fu-Lai Chung, Zhenya He:
  Some sufficient conditions for global exponential stability of delayed Hopfield neural networks. 537-544
  
• Xiaofeng Liao, Shaowen Li, Guanrong Chen:
  Bifurcation analysis on a two-neuron system with distributed delays in the frequency domain. 545-561
  
• Marco Loog, Robert P. W. Duin, Max A. Viergever:
  The MDF discrimination measure: Fisher in disguise. 563-566
  
• W. L. Tung, Hiok Chai Quek, Philip Y. K. Cheng:
  GenSo-EWS: a novel neural-fuzzy based early warning system for predicting bank failures. 567-587
  
• Liying Ma, Khashayar Khorasani:
  New training strategies for constructive neural networks with application to regression problems. 589-609
  

Volume 17, Numbers 5-6, June-July 2004

• Robert Shapley:
  A new view of the primary visual cortex. 615-623
  
• Edward M. Callaway:
  Feedforward, feedback and inhibitory connections in primate visual cortex. 625-632
  
• Diego Contreras:
  Electrophysiological classes of neocortical neurons. 633-646
  
• Thorsten Hansen, Heiko Neumann:
  A simple cell model with dominating opponent inhibition for robust image processing. 647-662
  
• Ryan J. Prenger, Michael C.-K. Wu, Stephen V. David, Jack L. Gallant:
  Nonlinear V1 responses to natural scenes revealed by neural network analysis. 663-679
  
• Heather J. Chisum, David Fitzpatrick:
  The contribution of vertical and horizontal connections to the receptive field center and surround in V1. 681-693
  
• Scott O. Murray, Paul R. Schrater, Daniel Kersten:
  Perceptual grouping and the interactions between visual cortical areas. 695-705
  
• Arash Yazdanbakhsh, Stephen Grossberg:
  Fast synchronization of perceptual grouping in laminar visual cortical circuits. 707-718
  
• Mauro Ursino, Giuseppe Emiliano La Cara:
  A model of contextual interactions and contour detection in primary visual cortex. 719-735
  
• Gregory Francis, Justin Ericson:
  Using afterimages to test neural mechanisms for perceptual filling-in. 737-752
  
• Ohad Ben-Shahar, Steven W. Zucker:
  Hue geometry and horizontal connections. 753-771
  
• Garrett T. Kenyon, Dan Hill, James Theiler, John S. George, David W. Marshak:
  A theory of the Benham Top based on center-surround interactions in the parvocellular pathway. 773-786
  
• Simon Hong, Stephen Grossberg:
  A neuromorphic model for achromatic and chromatic surface representation of natural images. 787-808
  
• Paul Sajda, Kyungim Baek:
  Integration of form and motion within a generative model of visual cortex. 809-821
  
• Misha Tsodyks, Yael Adini, Dov Sagi:
  Associative learning in early vision. 823-832
  
• Shimon Ullman, Evgeniy Bart:
  Recognition invariance obtained by extended and invariant features. 833-848
  
• Yariv Festman, Merav Ahissar:
  Attentional states and the degree of visual adaptation to gratings. 849-860
  
• Victor A. F. Lamme:
  Separate neural definitions of visual consciousness and visual attention; a case for phenomenal awareness. 861-872
  
• Linda J. Lanyon, Susan L. Denham:
  A model of active visual search with object-based attention guiding scan paths. 873-897
  

Volume 17, Number 7, September 2004

• Roman Borisyuk, Yakov B. Kazanovich:
  Oscillatory model of attention-guided object selection and novelty detection. 899-915
  
• Narihisa Matsumoto, Masato Okada:
  Impact of deviation from precise balance of spike-timing-dependent plasticity. 917-924
  
• Ryunosuke Nishimoto, Jun Tani:
  Learning to generate combinatorial action sequences utilizing the initial sensitivity of deterministic dynamical systems. 925-933
  
• Yutaka Sakaguchi, Mitsuo Takano:
  Reliability of internal prediction/estimation and its application. I. Adaptive action selection reflecting reliability of value function. 935-952
  
• Kenji Okajima:
  Binocular disparity encoding cells generated through an Infomax based learning algorithm. 953-962
  
• Francisco de Borja Rodríguez Ortiz, Ramón Huerta:
  Analysis of perfect mappings of the stimuli through neural temporal sequences. 963-973
  
• Masahiro Kimura, Kazumi Saito, Naonori Ueda:
  Modeling of growing networks with directional attachment and communities. 975-988
  
• Hrushikesh Narhar Mhaskar:
  When is approximation by Gaussian networks necessarily a linear process? 989-1001
  
• Youshen Xia, Gang Feng, Jun Wang:
  A recurrent neural network with exponential convergence for solving convex quadratic program and related linear piecewise equations. 1003-1015
  
• Mehbuba Rehim, Haijun Jiang, Zhidong Teng:
  Boundedness and stability for nonautonomous cellular neural networks with delay. 1017-1025
  
• Sabri Arik:
  An analysis of exponential stability of delayed neural networks with time varying delays. 1027-1031
  

Volume 17, Numbers 8-9, October-November 2004

• Masumi Ishikawa, Risto Miikkulainen, Helge Ritter: New developments in self-organizing systems. 1037
• Koji Wada, Koji Kurata, Masato Okada:
  Self-organization of globally continuous and locally distributed information representation. 1039-1049
  
• Xuelei Hu, Lei Xu:
  A comparative investigation on subspace dimension determination. 1051-1059
  
• Barbara Hammer, Alessio Micheli, Alessandro Sperduti, Marc Strickert:
  Recursive self-organizing network models. 1061-1085
  
• Jaakko Peltonen, Arto Klami, Samuel Kaski:
  Improved learning of Riemannian metrics for exploratory analysis. 1087-1100
  
• Shouji Sakamoto, Shigeko Seki, Youichi Kobuchi:
  Stability of generalized topographic mappings between cell layers through correlational learning. 1101-1107
  
• Shouji Sakamoto:
  Synaptic weight normalization effects for topographic mapping formation. 1109-1120
  
• Jorma Laaksonen, Markus Koskela, Erkki Oja:
  Class distributions on SOM surfaces for feature extraction and object retrieval. 1121-1133
  
• A. Kai Qin, Ponnuthurai N. Suganthan:
  Robust growing neural gas algorithm with application in cluster analysis. 1135-1148
  
• Marie Cottrell, Smaïl Ibbou, Patrick Letrémy:
  SOM-based algorithms for qualitative variables. 1149-1167
  
• Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen:
  Double quantization of the regressor space for long-term time series prediction: method and proof of stability. 1169-1181
  
• Gabriela Polcicová, Peter Tiño:
  Making sense of sparse rating data in collaborative filtering via topographic organization of user preference patterns. 1183-1199
  
• Takahiro Hara, Akira Hirose:
  Plastic mine detecting radar system using complex-valued self-organizing map that deals with multiple-frequency interferometric images. 1201-1210
  
• Sambu Seo, Klaus Obermayer:
  Self-organizing maps and clustering methods for matrix data. 1211-1229
  
• Panu Somervuo:
  Online algorithm for the self-organizing map of symbol strings. 1231-1239
  
• Qing Ma, Kyoko Kanzaki, Yujie Zhang, Masaki Murata, Hitoshi Isahara:
  Self-organizing semantic maps and its application to word alignment in Japanese-Chinese parallel corpora. 1241-1253
  
• Richard T. Freeman, Hujun Yin:
  Adaptive topological tree structure for document organisation and visualisation. 1255-1271
  
• Jun Tani, Masato Ito, Yuuya Sugita:
  Self-organization of distributedly represented multiple behavior schemata in a mirror system: reviews of robot experiments using RNNPB. 1273-1289
  
• Rainer W. Paine, Jun Tani:
  Motor primitive and sequence self-organization in a hierarchical recurrent neural network. 1291-1309
  
• Junmei Zhu, Christoph von der Malsburg:
  Maplets for correspondence-based object recognition. 1311-1326
  
• Axel Wismüller, Frank Vietze, Johannes Behrends, Anke Meyer-Bäse, Maximilian F. Reiser, Helge Ritter:
  Fully automated biomedical image segmentation by self-organized model adaptation. 1327-1344
  
• Ping Li, Igor Farkas, Brian MacWhinney:
  Early lexical development in a self-organizing neural network. 1345-1362
  
• Shigeru Tanaka, Masanobu Miyashita, Jérôme Ribot:
  Roles of visual experience and intrinsic mechanism in the activity-dependent self-organization of orientation maps: theory and experiment. 1363-1375
  
• Jörg Lücke:
  Hierarchical self-organization of minicolumnar receptive fields. 1377-1389
  

Volume 17, Number 10, December 2004

• Junichiro Hirayama, Junichiro Yoshimoto, Shin Ishii:
  Bayesian representation learning in the cortex regulated by acetylcholine. 1391-1400
  
• Xiaofeng Liao, Chunguang Li, Kwok-Wo Wong:
  Criteria for exponential stability of Cohen-Grossberg neural networks. 1401-1414
  
• Haijun Jiang, Zhidong Teng:
  Global eponential stability of cellular neural networks with time-varying coefficients and delays. 1415-1425
  
• Roman Borisyuk, Frank Hoppensteadt:
  A theory of epineuronal memory. 1427-1436
  
• Stephen B. Furber, John Bainbridge, J. Mike Cumpstey, Steve Temple:
  Sparse distributed memory using N-of-M codes. 1437-1451
  
• Jun Nakanishi, Stefan Schaal:
  Feedback error learning and nonlinear adaptive control. 1453-1465
  
• Gavin C. Cawley, Nicola L. C. Talbot:
  Fast exact leave-one-out cross-validation of sparse least-squares support vector machines. 1467-1475
  
• Gang Leng, Girijesh Prasad, T. Martin McGinnity:
  An on-line algorithm for creating self-organizing fuzzy neural networks. 1477-1493
  

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