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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 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
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, Alexander 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 Rodríguez, William B. Levy:
Configural representations in transverse patterning with a hippocampal model. 175-190 - Manuel G. Velarde
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
A principal components analysis self-organizing map. 261-270 - Chuangyin Dang
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
Reinforcement learning with via-point representation. 299-305 - Siu Kang, Katsunori Kitano
Self-organized two-state membrane potential transitions in a network of realistically modeled cortical neurons. 307-312 - Anthony V. Robins, Simon McCallum
A robust method for distinguishing between learned and spurious attractors. 313-326 - Rytis Stanikunas, Henrikas Vaitkevicius
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
A via-point time optimization algorithm for complex sequential trajectory formation. 353-364 - Apostolos Georgakis, Constantine Kotropoulos
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
A neural network controller for hydronic heating systems of solar buildings. 427-440 - Victoria J. Hodge
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
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
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
Nonlinear V1 responses to natural scenes revealed by neural network analysis. 663-679 - Heather J. Chisum
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 J. 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
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
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
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
A model of active visual search with object-based attention guiding scan paths. 873-897
Volume 17, Number 7, September 2004
- Roman Borisyuk
Oscillatory model of attention-guided object selection and novelty detection. 899-915 - Narihisa Matsumoto
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
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
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
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 J. Ritter:
New developments in self-organizing systems. Neural Networks 17(8-9): 1037 (2004) - 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
Recursive self-organizing network models. 1061-1085 - Jaakko Peltonen
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
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
Double quantization of the regressor space for long-term time series prediction: method and proof of stability. 1169-1181 - Gabriela Polcicová
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
Fully automated biomedical image segmentation by self-organized model adaptation. 1327-1344 - Ping Li
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
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
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 - Misha Tsodyks, Yael Adini, Dov Sagi:
Erratum to: Associative learning in early vision [Neural Networks 17 (5-6) 823-832]. 1495
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