Journal: Neural Networks

Volume 12, Issue 9

1207 -- 1212Jinwen Ma. The asymptotic memory capacity of the generalized Hopfield network
1213 -- 1228Arnaud Tonnelier, S. Meignen, Holger Bosch, Jacques Demongeot. Synchronization and desynchronization of neural oscillators
1229 -- 1252Ke Chen, Lei Xu, Huishen Chi. Improved learning algorithms for mixture of experts in multiclass classification
1253 -- 1258Wenxin Jiang, Martin A. Tanner. On the identifiability of mixtures-of-experts
1259 -- 1271Marilyn Lougher Vaughn. Derivation of the multilayer perceptron weight constraints for direct network interpretation and knowledge discovery
1273 -- 1284Necati Aras, B. John Oommen, I. Kuban Altinel. The Kohonen network incorporating explicit statistics and its application to the travelling salesman problem
1285 -- 1299Sagar V. Kamarthi, Stefan Pittner. Accelerating neural network training using weight extrapolations
1301 -- 1319Jaesoo Kim, Nikola K. Kasabov. HyFIS: adaptive neuro-fuzzy inference systems and their application to nonlinear dynamical systems
1321 -- 1323Myron E. Hohil, Derong Liu, Stanley H. Smith. Solving the N-bit parity problem using neural networks
1325 -- 1329Markus Lappe, Antje Grigo. How stereovision interacts with optic flow perception: neural mechanisms

Volume 12, Issue 7-8

943 -- 959John G. Taylor. Towards the networks of the brain: from brain imaging to consciousness
961 -- 974Kenji Doya. What are the computations of the cerebellum, the basal ganglia and the cerebral cortex?
975 -- 987Tomoki Fukai. Sequence generation in arbitrary temporal patterns from theta-nested gamma oscillations: a model of the basal ganglia-thalamo-cortical loops
989 -- 1005Edgar Körner, Marc-Oliver Gewaltig, Ursula Körner, Andreas Richter, Tobias Rodemann. A model of computation in neocortical architecture
1007 -- 1020Shoji Tanaka. Architecture and dynamics of the primate prefrontal cortical circuit for spatial working memory
1021 -- 1036Shimon Ullman, Sergei Soloviev 0002. Computation of pattern invariance in brain-like structures
1037 -- 1051Hiroshi Ando, Satoshi Suzuki, Toshifumi Fujita. Unsupervised visual learning of three-dimensional objects using a modular network architecture
1053 -- 1074Matthew N. Dailey, Garrison W. Cottrell. Organization of face and object recognition in modular neural network models
1075 -- 1085K. Tsutsumi. On redundancy in neural architecture: dynamics of a simple module-based neural network and initial-state independence
1087 -- 1099Thomas Bergener, Carsten Bruckhoff, Percy Dahm, Herbert Janßen, Frank Joublin, Rainer Menzner, Axel Steinhage, Werner von Seelen. Complex behavior by means of dynamical systems for an anthropomorphic robot
1101 -- 1129Horst-Michael Gross, Andrea Heinze, Torsten Seiler, Volker Stephan. Generative character of perception: a neural architecture for sensorimotor anticipation
1131 -- 1141Jun Tani, Stefano Nolfi. Learning to perceive the world as articulated: an approach for hierarchical learning in sensory-motor systems
1143 -- 1155Kazuyuki Samejima, Takashi Omori. Adaptive internal state space construction method for reinforcement learning of a real-world agent
1157 -- 1172Takashi Omori, Akiko Mochizuki, Kentaro Mizutani, M. Nishizaki. Emergence of symbolic behavior from brain like memory with dynamic attention
1173 -- 1180Pietro G. Morasso, L. Baratto, Roberto Capra, Gino Spada. Internal models in the control of posture
1181 -- 1190Yutaka Sakai, Shintaro Funahashi, Shigeru Shinomoto. Temporally correlated inputs to leaky integrate-and-fire models can reproduce spiking statistics of cortical neurons
1191 -- 1206Anthony Robins, Simon McCallum. The consolidation of learning during sleep: comparing the pseudorehearsal and unlearning accounts

Volume 12, Issue 6

783 -- 789Shun-ichi Amari, Si Wu. Improving support vector machine classifiers by modifying kernel functions
791 -- 801Kunihiko Fukushima. Self-organization of shift-invariant receptive fields
803 -- 823Marc M. Van Hulle. Faithful representations with topographic maps
825 -- 836Chun-ying Ho, Hiroaki Kurokawa. A learning algorithm for oscillatory cellular neural networks
837 -- 850Michael Georgiopoulos, Issam Dagher, Gregory L. Heileman, George Bebis. Properties of learning of a Fuzzy ART Variant
851 -- 867Gerhard X. Ritter, Juan Luis Díaz-de-León S., Peter Sussner. Morphological bidirectional associative memories
869 -- 876Amos J. Storkey, Romain Valabregue. The basins of attraction of a new Hopfield learning rule
877 -- 892. Bayesian neural networks for classification: how useful is the evidence framework?
893 -- 905Cheng-Yuan Liou, Wen-Pin Tai. Conformal self-organization for continuity on a feature map
907 -- 914Andrew Chi-Sing Leung, Lai-Wan Chan. Design of trellis coded vector quantizers using Kohonen maps
915 -- 926Dasaratha V. Sridhar, Eric B. Bartlett, Richard C. Seagrave. An information theoretic approach for combining neural network process models
927 -- 938J. Zhang. Inferential estimation of polymer quality using bootstrap aggregated neural networks

Volume 12, Issue 4-5

569 -- 578Osamu Watanabe, Kunihiko Fukushima. Stereo algorithm that extracts a depth cue from interocularly unpaired points
579 -- 592DeLiang Wang. Object selection based on oscillatory correlation
593 -- 600Hava T. Siegelmann, Maurice Margenstern. Nine switch-affine neurons suffice for Turing universality
609 -- 615Fernada Botelho. Dynamical features simulated by recurrent neural networks
617 -- 626Tomás Gedeon. Additive neural networks and periodic patterns
627 -- 645Thomas Elsken. Smaller nets may perform better: special transfer functions
647 -- 658M. R. Belli, Massimo Conti, Paolo Crippa, Claudio Turchetti. Artificial neural networks as approximators of stochastic processes
659 -- 676Hans-Ulrich Bauer, J. Michael Herrmann, Thomas Villmann. Neural maps and topographic vector quantization
677 -- 705Dirk Husmeier, William D. Penny, Stephen J. Roberts. An empirical evaluation of Bayesian sampling with hybrid Monte Carlo for training neural network classifiers
707 -- 716Mikko Lehtokangas. Modelling with constructive backpropagation
717 -- 725Frédéric Maire. Rule-extraction by backpropagation of polyhedra
727 -- 753Ron Sun, Todd Peterson. Multi-agent reinforcement learning: weighting and partitioning
755 -- 765Philip M. Long, Apostol Natsev, Jeffrey Scott Vitter. Text compression via alphabet re-representation
767 -- 775George-Peter K. Economou, Dimitris K. Lymberopoulos, K. Spiropoulos, P. D. Goumas. A new perspective in learning pattern generation for teaching neural networks

Volume 12, Issue 3

403 -- 408Martha A. Carter, Mark E. Oxley. Evaluating the Vapnik-Chervonenkis dimension of artificial neural networks using the Poincaré polynomial
409 -- 417Odelia Schwartz, John G. Harris, José Carlos Príncipe. Modeling the precedence effect for speech using the gamma filter
419 -- 427Don J. Torrieri. The eigenspace separation transform for neural-network classifiers
429 -- 439Aapo Hyvärinen, Petteri Pajunen. Nonlinear independent component analysis: Existence and uniqueness results
441 -- 454Yakov B. Kazanovich, Roman Borisyuk. Dynamics of neural networks with a central element
455 -- 465V. Sree Hari Rao, Bh. R. M. Phaneendra. Global dynamics of bidirectional associative memory neural networks involving transmission delays and dead zones
467 -- 477Maxwell B. Stinchcombe. Neural network approximation of continuous functionals and continuous functions on compactifications
479 -- 498Jay A. Alexander, Michael Mozer. Template-based procedures for neural network interpretation
499 -- 511Ennio Mingolla, William D. Ross, Stephen Grossberg. A neural network for enhancing boundaries and surfaces in synthetic aperture radar images
513 -- 518Elder Moreira Hemerly, Cairo L. Nascimento Jr.. An NN-based approach for tuning servocontrollers
519 -- 526Frank T. Allen, Jason M. Kinser, H. John Caulfield. A neural bridge from syntactic to statistical pattern recognition
527 -- 540Qiuming Zhu, Yao Cai, Luzheng Liu. A global learning algorithm for a RBF network
541 -- 551Rod Adams, Kate Butchart, Neil Davey. Hierarchical classification with a competitive evolutionary neural tree
553 -- 560D. Dollfus, L. Beaufort. Fat neural network for recognition of position-normalised objects

Volume 12, Issue 2

205 -- 210Richard J. Wood, Eric L. Schwartz. Topographic shear and the relation of ocular dominance columns to orientation columns in primate and cat visual cortex
211 -- 216Tetsuya Asai, Tomoki Fukai, Shigeru Tanaka. A subthreshold MOS circuit for the Lotka-Volterra neural network producing the winners-share-all solution
217 -- 235Robert F. Hadley, Vlad C. Cardei. Language acquisition from sparse input without error feedback
237 -- 245Yves Moreau, Stéphane Louiès, Joos Vandewalle, Léon Brenig. Embedding recurrent neural networks into predator-prey models
247 -- 257Hideyuki Koyama, Norio Fujie, Hiroyuki Seyama. Results from the Gardner-Derrida-Mottishaw theory of associative memory
259 -- 271Zhenjiang Miao, Baozong Yuan. Analysis and optimal design of continuous neural networks with applications to associative memory
273 -- 280Zhi-Hong Guan, Guanrong Chen. On delayed impulsive Hopfield neural networks
281 -- 297Friedrich T. Sommer, Günther Palm. Improved bidirectional retrieval of sparse patterns stored by Hebbian learning
299 -- 308Peter M. Williams. Matrix logarithm parametrizations for neural network covariance models
309 -- 323Ulrich Anders, Olaf Korn. Model selection in neural networks
325 -- 338Ismet Bayraktaroglu, Arif Selçuk Ögrenci, Günhan Dündar, Sina Balkir, Ethem Alpaydin. ANNSyS: an Analog Neural Network Synthesis System
339 -- 345Andrew R. Webb. A loss function approach to model selection in nonlinear principal components
347 -- 354Masahide Nomura. A comfortable brain-interface to video displays
355 -- 370R. J. Kuo, P. H. Cohen. Multi-sensor integration for on-line tool wear estimation through radial basis function networks and fuzzy neural network
371 -- 392Stephane Pernot, Claude-Henri Lamarque. Application of neural networks to the modelling of some constitutive laws
393 -- 0Fa-Long Luo, Rolf Unbehauen. Comments on: A unified algorithm for principal and minor components extraction
395 -- 0Tianping Chen, Shun-ichi Amari. Response

Volume 12, Issue 10

1341 -- 1345Danilo P. Mandic, Jonathon A. Chambers. Exploiting inherent relationships in RNN architectures
1347 -- 1358Koichiro Yamauchi, Mikiya Oota, Naohiro Ishii. A self-supervised learning system for pattern recognition by sensory integration
1359 -- 1375Kuniharu Arai, Sanjoy Das, Edward L. Keller, Eitaro Aiyoshi. A distributed model of the saccade system: simulations of temporally perturbed saccades using position and velocity feedback
1377 -- 1389Bruno Crespi. Storage capacity of non-monotonic neurons
1391 -- 1397Pei Ling Lai, Colin Fyfe. A neural implementation of canonical correlation analysis
1399 -- 1404Yong Liu, Xin Yao. Ensemble learning via negative correlation
1405 -- 1412Dirk Ormoneit. A regularization approach to continuous learning with an application to financial derivatives pricing
1413 -- 1427Giorgio Metta, Giulio Sandini, Jurgen Konczak. A developmental approach to visually-guided reaching in artificial systems
1429 -- 1455Rajat K. De, Jayanta Basak, Sankar K. Pal. Neuro-fuzzy feature evaluation with theoretical analysis

Volume 12, Issue 1

1 -- 29Daniel Bullock, Raoul M. Bongers, Marnix Lankhorst, Peter J. Beek. A vector-integration-to-endpoint model for performance of viapoint movements
31 -- 42Michele Rucci, Jonathan Wray. Binaural cross-correlation and auditory localization in the barn owl: a theoretical study
43 -- 58Nikolaos Ampazis, Stavros J. Perantonis, John G. Taylor. Dynamics of multilayer networks in the vicinity of temporary minima
59 -- 77Pierre Chauvet, Gilbert A. Chauvet. Purkinje local circuits with delays: mathematical conditions of stability for learning and retrieval
79 -- 89Guian Zhou, Jennie Si. Subset-based training and pruning of sigmoid neural networks
91 -- 106Salvatore Cavalieri, Orazio Mirabella. A novel learning algorithm which improves the partial fault tolerance of multilayer neural networks
107 -- 126Aleksander Kolcz, Nigel M. Allinson. Basis function models of the CMAC network
127 -- 134Rolf P. Würtz, Wolfgang Konen, Kay-Ole Behrmann. On the performance of neuronal matching algorithms
135 -- 143Youry R. Romanovsky, Egor D. Brovko. Neural network models in a set selection problem
145 -- 151Ning Qian. On the momentum term in gradient descent learning algorithms
153 -- 161Kazutaka Someya, Hidekazu Shinozaki, Yoshifumi Sekine. Pulse-type hardware chaotic neuron model and its bifurcation phenomena
163 -- 173Zsolt Kalmár, Zsolt Marczell, Csaba Szepesvári, András Lörincz. Parallel and robust skeletonization built on self-organizing elements
175 -- 189Gregor P. J. Schmitz, Chris Aldrich. Combinatorial evolution of regression nodes in feedforward neural networks
191 -- 192Wee Kheng Leow, Rudy Setiono. Explanation of the virtual input phenomenon
193 -- 194Stephen L. Thaler. No mystery intended