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ORCIDNeural Networks, Volume 18
Volume 18, Number 1, January 2005
- Stephen Grossberg, Mitsuo Kawato, John G. Taylor:
A year of exciting Special Issues! 13-
- Osamu Watanabe, Masayuki Kikuchi:
Nonlinearity of the population activity to transparent motion. 15-22 - Kunihiko Fukushima:
Use of non-uniform spatial blur for image comparison: symmetry axis extraction. 23-32 - Kunihiko Fukushima:
Restoring partly occluded patterns: a neural network model. 33-43 - Fabrice Rossi
, Brieuc Conan-Guez:
Functional multi-layer perceptron: a non-linear tool for functional data analysis. 45-60 - Sanjay S. P. Rattan, William W. Hsieh:
Complex-valued neural networks for nonlinear complex principal component analysis. 61-69 - Jun Nakanishi, Jay A. Farrell, Stefan Schaal:
Composite adaptive control with locally weighted statistical learning. 71-90 - Pierre Courrieu:
Function approximation on non-Euclidean spaces. 91-102
Volume 18, Number 2, March 2005
- Robert Hecht-Nielsen:
Cogent confabulation. 111-115 - Manolis Wallace, Nicolas Tsapatsoulis, Stefanos D. Kollias:
Intelligent initialization of resource allocating RBF networks. 117-122
- Md. Monirul Islam, Kazuyuki Murase:
Chaotic dynamics of a behavior-based miniature mobile robot: effects of environment and control structure. 123-144 - Chanchal Chatterjee:
Adaptive algorithms for first principal eigenvector computation. 145-159 - He Huang, Daniel W. C. Ho, Jinde Cao:
Analysis of global exponential stability and periodic solutions of neural networks with time-varying delays. 161-170 - Sanqing Hu, Derong Liu:
On the global output convergence of a class of recurrent neural networks with time-varying inputs. 171-178
- Giuseppe Alia, Enrico Martinelli:
NEUROM: a ROM based RNS digital neuron. 179-189
- Alpha V. Pernía-Espinoza, Joaquín B. Ordieres Meré, Francisco J. Martínez de Pisón Ascacibar, Ana González-Marcos:
TAO-robust backpropagation learning algorithm. 191-204
- Athanassia Chalimourda, Bernhard Schölkopf, Alexander J. Smola:
Experimentally optimal nu in support vector regression for different noise models and parameter settings. 205-
Volume 18, Number 3, April 2005
- Tomohiro Shibata, Hiromitsu Tabata, Stefan Schaal, Mitsuo Kawato:
A model of smooth pursuit in primates based on learning the target dynamics. 213-224 - Bryan A. Strange, Andrew Duggins, William D. Penny, Raymond J. Dolan, Karl J. Friston:
Information theory, novelty and hippocampal responses: unpredicted or unpredictable? 225-230
- Wenlian Lu, Tianping Chen:
Dynamical behaviors of Cohen-Grossberg neural networks with discontinuous activation functions. 231-242 - Hongtao Lu, Zhenya He:
Global exponential stability of delayed competitive neural networks with different time scales. 243-250 - Kazushi Ikeda, Tsutomu Aoishi:
An asymptotic statistical analysis of support vector machines with soft margins. 251-259
- Ralph Linsker:
Improved local learning rule for information maximization and related applications. 261-265 - Dmitry V. Lebedev, Jochen J. Steil, Helge J. Ritter:
The dynamic wave expansion neural network model for robot motion planning in time-varying environments. 267-285
- Gail A. Carpenter, Siegfried Martens, Ogi J. Ogas:
Self-organizing information fusion and hierarchical knowledge discovery: a new framework using ARTMAP neural networks. 287-295 - Ah-Hwee Tan, Hong Pan:
Predictive neural networks for gene expression data analysis. 297-306
Volume 18, Number 4, May 2005
- John G. Taylor, Klaus R. Scherer, Roddy Cowie:
Emotion and brain: Understanding emotions and modelling their recognition. 313-316 - David Sander, Didier Grandjean, Klaus R. Scherer:
A systems approach to appraisal mechanisms in emotion. 317-352 - John G. Taylor, Nickolaos F. Fragopanagos:
The interaction of attention and emotion. 353-369 - Roddy Cowie, Ellen Douglas-Cowie, Cate Cox:
Beyond emotion archetypes: Databases for emotion modelling using neural networks. 371-388 - Nickolaos F. Fragopanagos, John G. Taylor:
Emotion recognition in human-computer interaction. 389-405 - Laurence Devillers, Laurence Vidrascu, Lori Lamel:
Challenges in real-life emotion annotation and machine learning based detection. 407-422 - Spiros Ioannou, Amaryllis Raouzaiou, Vassilis Tzouvaras, Theofilos P. Mailis, Kostas Karpouzis, Stefanos D. Kollias:
Emotion recognition through facial expression analysis based on a neurofuzzy network. 423-435 - Theologos Athanaselis, Stelios Bakamidis, Ioannis Dologlou, Roddy Cowie, Ellen Douglas-Cowie, Cate Cox:
ASR for emotional speech: Clarifying the issues and enhancing performance. 437-444 - Lola Cañamero:
Emotion understanding from the perspective of autonomous robots research. 445-455
Volume 18, Number 5-6, July-August 2005
- Danil V. Prokhorov, Daniel S. Levine, Fredric M. Ham, William Howell:
Welcome to the special issue. 457- - Anatoli Gorchetchnikov, Massimiliano Versace, Michael E. Hasselmo:
A model of STDP based on spatially and temporally local information: Derivation and combination with gated decay. 458-466 - Ashok Patel, Bart Kosko:
Stochastic resonance in noisy spiking retinal and sensory neuron models. 467-478 - Peng Xu, Pamela Abshire:
Quantifying information and performance for flash detection in the blowfly photoreceptor. 479-487 - Keith Bush, James F. Knight, Charles Anderson:
Optimizing conductance parameters of cortical neural models via electrotonic partitions. 488-496 - Walter J. Freeman, Mark D. Holmes:
Metastability, instability, and state transition in neocortex. 497-504 - Yoshihiko Horio, Tohru Ikeguchi, Kazuyuki Aihara:
A mixed analog/digital chaotic neuro-computer system for quadratic assignment problems. 505-513 - Hiroomi Hikawa:
FPGA implementation of self organizing map with digital phase locked loops. 514-522 - Yoshio Kon'no, Toshimichi Saito, Hiroyuki Torikai:
Rich dynamics of pulse-coupled spiking neurons with a triangular base signal. 523-531 - Emílio Del Moral Hernandez:
Non-homogenous neural networks with chaotic recursive nodes: Connectivity and multi-assemblies structures in recursive processing elements architectures. 532-540 - David P. Casasent, Yu-Chiang Frank Wang:
A hierarchical classifier using new support vector machines for automatic target recognition. 541-548 - Kazuya Tohyama, Kunihiko Fukushima:
Neural network model for extracting optic flow. 549-556 - César Torres-Huitzil, Bernard Girau, Claudio Castellanos Sánchez:
On-chip visual perception of motion: A bio-inspired connectionist model on FPGA. 557-565 - Holger Bekel, Gunther Heidemann, Helge J. Ritter:
Interactive image data labeling using self-organizing maps in an augmented reality scenario. 566-574 - Seiichi Ozawa, Soon Lee Toh, Shigeo Abe, Shaoning Pang, Nikola K. Kasabov:
Incremental learning of feature space and classifier for face recognition. 575-584 - Hui Kong, Lei Wang, Eam Khwang Teoh, Xuchun Li, Jian-Gang Wang, Ronda Venkateswarlu:
Generalized 2D principal component analysis for face image representation and recognition. 585-594 - John A. Drakopoulos, Ahmad Abdulkader:
Training neural networks with heterogeneous data. 595-601 - Alex Graves, Jürgen Schmidhuber:
Framewise phoneme classification with bidirectional LSTM and other neural network architectures. 602-610 - Matthew Hartley, Neill R. Taylor, John G. Taylor:
Subfield variations in hippocampal processing--components of a spatial navigation system. 611-619 - Dominic I. Standage, Thomas P. Trappenberg, Raymond M. Klein:
Modelling divided visual attention with a winner-take-all network. 620-627 - René Doursat, Jean Petitot:
Dynamical systems and cognitive linguistics: toward an active morphodynamical semantics. 628-638 - Ana Maria C. Aleksandrowicz, Daniel S. Levine:
Neural dynamics of psychotherapy: what modeling might tell us about us. 639-645 - Olivier Ménard, Hervé Frezza-Buet:
Model of multi-modal cortical processing: Coherent learning in self-organizing modules. 646-655 - Mototaka Suzuki, Dario Floreano, Ezequiel A. Di Paolo:
The contribution of active body movement to visual development in evolutionary robots. 656-665 - Kazuko Itoh, Hiroyasu Miwa, Hideaki Takanobu, Atsuo Takanishi:
Application of neural network to humanoid robots--development of co-associative memory model. 666-673 - Gavin C. Cawley, Nicola L. C. Talbot:
Constructing Bayesian formulations of sparse kernel learning methods. 674-683 - Kristiaan Pelckmans, Jos De Brabanter, Johan A. K. Suykens, Bart De Moor:
Handling missing values in support vector machine classifiers. 684-692 - Carl Gold, Alex Holub, Peter Sollich:
Bayesian approach to feature selection and parameter tuning for support vector machine classifiers. 693-701 - Roland Memisevic, Geoffrey E. Hinton:
Improving dimensionality reduction with spectral gradient descent. 702-710 - Ryotaro Kamimura:
Unifying cost and information in information-theoretic competitive learning. 711-718 - Kyu-Hwa Jeong, Jian-Wu Xu, Deniz Erdogmus, José Carlos Príncipe:
A new classifier based on information theoretic learning with unlabeled data. 719-726 - Pablo A. Estévez, Cristián J. Figueroa, Kazumi Saito:
Cross-entropy embedding of high-dimensional data using the neural gas model. 727-737 - Vladimir G. Red'ko, Oleg P. Mosalov, Danil V. Prokhorov:
A model of evolution and learning. 738-745 - Diego Federici:
A regenerating spiking neural network. 746-754 - Ashraf M. Abdelbar, Mostafa A. El-Hemaly, Emad A. M. Andrews, Donald C. Wunsch II:
Recurrent neural networks with backtrack-points and negative reinforcement applied to cost-based abduction. 755-764 - Haixiang Shi, Lipo Wang:
Broadcast scheduling in wireless multihop networks using a neural-network-based hybrid algorithm. 765-771 - Frederick G. Harmon, Andrew A. Frank, Sanjay S. Joshi:
The control of a parallel hybrid-electric propulsion system for a small unmanned aerial vehicle using a CMAC neural network. 772-780 - Tugba Taskaya-Temizel, Matthew C. Casey:
A comparative study of autoregressive neural network hybrids. 781-789 - Shi Zhong:
Efficient streaming text clustering. 790-798 - Vasilios Zorkadis, Dimitris A. Karras, M. Panayotou:
Efficient information theoretic strategies for classifier combination, feature extraction and performance evaluation in improving false positives and false negatives for spam e-mail filtering. 799-807 - Jaime S. Cardoso, Joaquim F. Pinto da Costa, Maria João Cardoso:
Modelling ordinal relations with SVMs: An application to objective aesthetic evaluation of breast cancer conservative treatment. 808-817 - Tuan Zea Tan, Hiok Chai Quek, Geok See Ng:
Ovarian cancer diagnosis by hippocampus and neocortex-inspired learning memory structures. 818-825 - Adam E. Gaweda, Mehmet Kerem Müezzinoglu, George R. Aronoff, Alfred A. Jacobs, Jacek M. Zurada, Michael E. Brier:
Individualization of pharmacological anemia management using reinforcement learning. 826-834 - Derong Liu, Xiaoxu Xiong, Zeng-Guang Hou, Bhaskar DasGupta:
Identification of motifs with insertions and deletions in protein sequences using self-organizing neural networks. 835-842 - Anshu Saksena, Dennis Lucarelli, I-Jeng Wang:
Bayesian model selection for mining mass spectrometry data. 843-849 - Matthew J. Kyan, Ling Guan, Steven Liss:
Refining competition in the self-organising tree map for unsupervised biofilm image segmentation. 850-860
Volume 18, Number 7, September 2005
- Juan C. Valle-Lisboa, Florencia Reali, Héctor Anastasía, Eduardo Mizraji:
Elman topology with sigma-pi units: An application to the modeling of verbal hallucinations in schizophrenia. 863-877 - Thomas Voegtlin, Peter Ford Dominey:
Linear recursive distributed representations. 878-895
- Konstantinos Koutroumbas, Nicholas Kalouptsidis:
Generalized hamming networks and applications. 896-913 - Zongben Xu, Fei-Long Cao:
Simultaneous Lp-approximation order for neural networks. 914-923 - Miki Aoyagi, Sumio Watanabe:
Stochastic complexities of reduced rank regression in Bayesian estimation. 924-933
- Konstantinos P. Ferentinos:
Biological engineering applications of feedforward neural networks designed and parameterized by genetic algorithms. 934-950 - Daming Shi, Daniel S. Yeung, Junbin Gao:
Sensitivity analysis applied to the construction of radial basis function networks. 951-957 - Takashi Takahashi, Takio Kurita:
A robust classifier combined with an auto-associative network for completing partly occluded images. 958-966 - José Castro, Michael Georgiopoulos, Ronald F. DeMara, Avelino J. Gonzalez:
Data-partitioning using the Hilbert space filling curves: Effect on the speed of convergence of Fuzzy ARTMAP for large database problems. 967-984
- Abdulhamit Subasi, Ahmet Alkan, Etem Koklukaya, M. Kemal Kiymik:
Wavelet neural network classification of EEG signals by using AR model with MLE preprocessing. 985-997 - Arthur Flexer, Herbert Bauer, Jürgen Pripfl, Georg Dorffner:
Using ICA for removal of ocular artifacts in EEG recorded from blind subjects. 998-1005
- Tianping Chen:
Letter to the Editor. 1006-1007 - Jiye Zhang:
Reply to Letter to the Editor. 1008-1009
Volume 18, Number 8, October 2005
Neural Networks and Kernel Methods for Structured Domains
- Barbara Hammer, Craig Saunders, Alessandro Sperduti:
Special issue on neural networks and kernel methods for structured domains. 1015-1018 - Xing-Ming Zhao, Yiu-ming Cheung, De-Shuang Huang:
A novel approach to extracting features from motif content and protein composition for protein sequence classification. 1019-1028 - Alessio Ceroni, Paolo Frasconi, Gianluca Pollastri:
Learning protein secondary structure from sequential and relational data. 1029-1039 - Monica Bianchini, Marco Maggini, Lorenzo Sarti, Franco Scarselli:
Recursive neural networks for processing graphs with labelled edges: theory and applications. 1040-1050 - Thomas Voegtlin:
Recursive principal components analysis. 1051-1063 - Marco Gori, Alessandro Sperduti:
The loading problem for recursive neural networks. 1064-1079 - Pierre Baldi, Michal Rosen-Zvi:
On the relationship between deterministic and probabilistic directed Graphical models: From Bayesian networks to recursive neural networks. 1080-1086 - Menita Carozza, Salvatore Rampone:
An incremental regression method for graph structured data. 1087-1092 - Liva Ralaivola, Sanjay Joshua Swamidass, Hiroto Saigo, Pierre Baldi:
Graph kernels for chemical informatics. 1093-1110 - Marco Cuturi, Jean-Philippe Vert:
The context-tree kernel for strings. 1111-1123
Volume 18, Number 9, November 2005
- Thomas Strösslin, Denis Sheynikhovich, Ricardo Chavarriaga, Wulfram Gerstner:
Robust self-localisation and navigation based on hippocampal place cells. 1125-1140 - Erik Fransén:
Functional role of entorhinal cortex in working memory processing. 1141-1149 - Marc W. Howard, Vaidehi S. Natu:
Place from time: Reconstructing position from a distributed representation of temporal context. 1150-1162 - Adam Johnson, A. David Redish:
Hippocampal replay contributes to within session learning in a temporal difference reinforcement learning model. 1163-1171 - Michael E. Hasselmo, Howard Eichenbaum:
Hippocampal mechanisms for the context-dependent retrieval of episodes. 1172-1190 - John E. Lisman, Lucia M. Talamini, Antonino Raffone:
Recall of memory sequences by interaction of the dentate and CA3: A revised model of the phase precession. 1191-1201 - Péter Érdi, Zsófia Huhn, Tamás Kiss:
Hippocampal theta rhythms from a computational perspective: Code generation, mood regulation and navigation. 1202-1211 - Kenneth A. Norman, Ehren L. Newman, Adler J. Perotte:
Methods for reducing interference in the Complementary Learning Systems model: Oscillating inhibition and autonomous memory rehearsal. 1212-1228 - Edmund T. Rolls, Simon M. Stringer:
Spatial view cells in the hippocampus, and their idiothetic update based on place and head direction. 1229-1241 - William B. Levy, Ashlie B. Hocking, Xiangbao Wu:
Interpreting hippocampal function as recoding and forecasting. 1242-1264 - Mark A. Gluck, Catherine Myers, Martijn Meeter:
Cortico-hippocampal interaction and adaptive stimulus representation: A neurocomputational theory of associative learning and memory. 1265-1279 - Francesco P. Battaglia, Gary R. Sutherland, Stephen L. Cowen, Bruce L. McNaughton, Kenneth D. Harris:
Firing rate modulation: A simple statistical view of memory trace reactivation. 1280-1291
Volume 18, Number 10, December 2005
- Yiguang Liu, Zhisheng You, Liping Cao:
A functional neural network computing some eigenvalues and eigenvectors of a special real matrix. 1293-1300