Journal: Neural Networks

Volume 18, Issue 9

1125 -- 1140Thomas Strösslin, Denis Sheynikhovich, Ricardo Chavarriaga, Wulfram Gerstner. Robust self-localisation and navigation based on hippocampal place cells
1141 -- 1149Erik Fransén. Functional role of entorhinal cortex in working memory processing
1150 -- 1162Marc W. Howard, Vaidehi S. Natu. Place from time: Reconstructing position from a distributed representation of temporal context
1163 -- 1171Adam Johnson, A. David Redish. Hippocampal replay contributes to within session learning in a temporal difference reinforcement learning model
1172 -- 1190Michael E. Hasselmo, Howard Eichenbaum. Hippocampal mechanisms for the context-dependent retrieval of episodes
1191 -- 1201John 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
1202 -- 1211Péter Érdi, Zsófia Huhn, Tamás Kiss. Hippocampal theta rhythms from a computational perspective: Code generation, mood regulation and navigation
1212 -- 1228Kenneth A. Norman, Ehren L. Newman, Adler J. Perotte. Methods for reducing interference in the Complementary Learning Systems model: Oscillating inhibition and autonomous memory rehearsal
1229 -- 1241Edmund T. Rolls, Simon M. Stringer. Spatial view cells in the hippocampus, and their idiothetic update based on place and head direction
1242 -- 1264William B. Levy, Ashlie B. Hocking, Xiangbao Wu. Interpreting hippocampal function as recoding and forecasting
1265 -- 1279Mark A. Gluck, Catherine Myers, Martijn Meeter. Cortico-hippocampal interaction and adaptive stimulus representation: A neurocomputational theory of associative learning and memory
1280 -- 1291Francesco P. Battaglia, Gary R. Sutherland, Stephen L. Cowen, Bruce L. Mc Naughton, Kenneth D. Harris. Firing rate modulation: A simple statistical view of memory trace reactivation

Volume 18, Issue 8

1015 -- 1018Barbara Hammer, Craig Saunders, Alessandro Sperduti. Special issue on neural networks and kernel methods for structured domains
1019 -- 1028Xing-Ming Zhao, Yiu-ming Cheung, De-Shuang Huang. A novel approach to extracting features from motif content and protein composition for protein sequence classification
1029 -- 1039Alessio Ceroni, Paolo Frasconi, Gianluca Pollastri. Learning protein secondary structure from sequential and relational data
1040 -- 1050Monica Bianchini, Marco Maggini, Lorenzo Sarti, Franco Scarselli. Recursive neural networks for processing graphs with labelled edges: theory and applications
1051 -- 1063Thomas Voegtlin. Recursive principal components analysis
1064 -- 1079Marco Gori, Alessandro Sperduti. The loading problem for recursive neural networks
1080 -- 1086Pierre Baldi, Michal Rosen-Zvi. On the relationship between deterministic and probabilistic directed Graphical models: From Bayesian networks to recursive neural networks
1087 -- 1092Menita Carozza, Salvatore Rampone. An incremental regression method for graph structured data
1093 -- 1110Liva Ralaivola, Sanjay Joshua Swamidass, Hiroto Saigo, Pierre Baldi. Graph kernels for chemical informatics
1111 -- 1123Marco Cuturi, Jean-Philippe Vert. The context-tree kernel for strings

Volume 18, Issue 7

863 -- 877Juan 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
878 -- 895Thomas Voegtlin, Peter Ford Domine. Linear recursive distributed representations
896 -- 913Konstantinos Koutroumbas, Nicholas Kalouptsidis. Generalized hamming networks and applications
914 -- 923Zong-Ben Xu, Fei-Long Cao. Simultaneous L:::p:::-approximation order for neural networks
924 -- 933Miki Aoyagi, Sumio Watanabe. Stochastic complexities of reduced rank regression in Bayesian estimation
934 -- 950Konstantinos P. Ferentinos. Biological engineering applications of feedforward neural networks designed and parameterized by genetic algorithms
951 -- 957Daming Shi, Daniel S. Yeung, Junbin Gao. Sensitivity analysis applied to the construction of radial basis function networks
958 -- 966Takashi Takahashi, Takio Kurita. A robust classifier combined with an auto-associative network for completing partly occluded images
967 -- 984José 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
985 -- 997Abdulhamit Subasi, Ahmet Alkan, Etem Koklukaya, M. Kemal Kiymik. Wavelet neural network classification of EEG signals by using AR model with MLE preprocessing
998 -- 1005Arthur Flexer, Herbert Bauer, Jürgen Pripfl, Georg Dorffner. Using ICA for removal of ocular artifacts in EEG recorded from blind subjects
1006 -- 1007Tianping Chen. Letter to the Editor
1008 -- 1009Jiye Zhang. Reply to Letter to the Editor

Volume 18, Issue 5-6

457 -- 0Danil V. Prokhorov, Daniel S. Levine, Fredric M. Ham, William Howell. Welcome to the special issue
458 -- 466Anatoli Gorchetchnikov, Massimiliano Versace, Michael E. Hasselmo. A model of STDP based on spatially and temporally local information: Derivation and combination with gated decay
467 -- 478Ashok Patel, Bart Kosko. Stochastic resonance in noisy spiking retinal and sensory neuron models
479 -- 487Peng Xu, Pamela Abshire. Quantifying information and performance for flash detection in the blowfly photoreceptor
488 -- 496Keith Bush, James F. Knight, Charles Anderson. Optimizing conductance parameters of cortical neural models via electrotonic partitions
497 -- 504Walter J. Freeman, Mark D. Holmes. Metastability, instability, and state transition in neocortex
505 -- 513Yoshihiko Horio, Tohru Ikeguchi, Kazuyuki Aihara. A mixed analog/digital chaotic neuro-computer system for quadratic assignment problems
514 -- 522Hiroomi Hikawa. FPGA implementation of self organizing map with digital phase locked loops
523 -- 531Yoshio Kon no, Toshimichi Saito, Hiroyuki Torikai. Rich dynamics of pulse-coupled spiking neurons with a triangular base signal
532 -- 540Emílio Del Moral Hernandez. Non-homogenous neural networks with chaotic recursive nodes: Connectivity and multi-assemblies structures in recursive processing elements architectures
541 -- 548David Casasent, Yu-Chiang Frank Wang. A hierarchical classifier using new support vector machines for automatic target recognition
549 -- 556Kazuya Tohyama, Kunihiko Fukushima. Neural network model for extracting optic flow
557 -- 565Cesar Torres-Huitzil, Bernard Girau, Claudio Castellanos Sánchez. On-chip visual perception of motion: A bio-inspired connectionist model on FPGA
566 -- 574Holger Bekel, Gunther Heidemann, Helge Ritter. Interactive image data labeling using self-organizing maps in an augmented reality scenario
575 -- 584Seiichi Ozawa, Soon Lee Toh, Shigeo Abe, Shaoning Pang, Nikola Kasabov. Incremental learning of feature space and classifier for face recognition
585 -- 594Hui Kong, Lei Wang, Eam Khwang Teoh, Xuchun Li, Jian-Gang Wang, Ronda Venkateswarlu. Generalized 2D principal component analysis for face image representation and recognition
595 -- 601John A. Drakopoulos, Ahmad Abdulkader. Training neural networks with heterogeneous data
602 -- 610Alex Graves, Jürgen Schmidhuber. Framewise phoneme classification with bidirectional LSTM and other neural network architectures
611 -- 619Matthew Hartley, Neill R. Taylor, John G. Taylor. Subfield variations in hippocampal processing--components of a spatial navigation system
620 -- 627Dominic I. Standage, Thomas P. Trappenberg, Raymond M. Klein. Modelling divided visual attention with a winner-take-all network
628 -- 638René Doursat, Jean Petitot. Dynamical systems and cognitive linguistics: toward an active morphodynamical semantics
639 -- 645Ana Maria C. Aleksandrowicz, Daniel S. Levine. Neural dynamics of psychotherapy: what modeling might tell us about us
646 -- 655Olivier Ménard, Hervé Frezza-Buet. Model of multi-modal cortical processing: Coherent learning in self-organizing modules
656 -- 665Mototaka Suzuki, Dario Floreano, Ezequiel A. Di Paolo. The contribution of active body movement to visual development in evolutionary robots
666 -- 673Kazuko Itoh, Hiroyasu Miwa, Hideaki Takanobu, Atsuo Takanishi. Application of neural network to humanoid robots--development of co-associative memory model
674 -- 683Gavin C. Cawley, Nicola L. C. Talbot. Constructing Bayesian formulations of sparse kernel learning methods
684 -- 692Kristiaan Pelckmans, Jos De Brabanter, Johan A. K. Suykens, Bart De Moor. Handling missing values in support vector machine classifiers
693 -- 701Carl Gold, Alex Holub, Peter Sollich. Bayesian approach to feature selection and parameter tuning for support vector machine classifiers
702 -- 710Roland Memisevic, Geoffrey E. Hinton. Improving dimensionality reduction with spectral gradient descent
711 -- 718Ryotaro Kamimura. Unifying cost and information in information-theoretic competitive learning
719 -- 726Kyu-Hwa Jeong, Jian-Wu Xu, Deniz Erdogmus, José Carlos Príncipe. A new classifier based on information theoretic learning with unlabeled data
727 -- 737Pablo A. Estévez, Cristián J. Figueroa, Kazumi Saito. Cross-entropy embedding of high-dimensional data using the neural gas model
738 -- 745Vladimir G. Red ko, Oleg P. Mosalov, Danil V. Prokhorov. A model of evolution and learning
746 -- 754Diego Federici. A regenerating spiking neural network
755 -- 764Ashraf 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
765 -- 771Haixiang Shi, Lipo Wang. Broadcast scheduling in wireless multihop networks using a neural-network-based hybrid algorithm
772 -- 780Frederick 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
781 -- 789Tugba Taskaya-Temizel, Matthew C. Casey. A comparative study of autoregressive neural network hybrids
790 -- 798Shi Zhong. Efficient streaming text clustering
799 -- 807Vasilios 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
808 -- 817Jaime S. Cardoso, Joaquim F. Pinto da Costa, Maria J. Cardoso. Modelling ordinal relations with SVMs: An application to objective aesthetic evaluation of breast cancer conservative treatment
818 -- 825Tuan Zea Tan, Hiok Chai Quek, Geok See Ng. Ovarian cancer diagnosis by hippocampus and neocortex-inspired learning memory structures
826 -- 834Adam 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
835 -- 842Derong Liu, Xiaoxu Xiong, Zeng-Guang Hou, Bhaskar DasGupta. Identification of motifs with insertions and deletions in protein sequences using self-organizing neural networks
843 -- 849Anshu Saksena, Dennis Lucarelli, I-Jeng Wang. Bayesian model selection for mining mass spectrometry data
850 -- 860Matthew J. Kyan, Ling Guan, Steven Liss. Refining competition in the self-organising tree map for unsupervised biofilm image segmentation

Volume 18, Issue 4

313 -- 316John G. Taylor, Klaus R. Scherer, Roddy Cowie. Emotion and brain: Understanding emotions and modelling their recognition
317 -- 352David Sander, Didier Grandjean, Klaus R. Scherer. A systems approach to appraisal mechanisms in emotion
353 -- 369John G. Taylor, Nickolaos F. Fragopanagos. The interaction of attention and emotion
371 -- 388Roddy Cowie, Ellen Douglas-Cowie, Cate Cox. Beyond emotion archetypes: Databases for emotion modelling using neural networks
389 -- 405Nickolaos F. Fragopanagos, John G. Taylor. Emotion recognition in human-computer interaction
407 -- 422Laurence Devillers, Laurence Vidrascu, Lori Lamel. Challenges in real-life emotion annotation and machine learning based detection
423 -- 435Spiros Ioannou, Amaryllis Raouzaiou, Vassilis Tzouvaras, Theofilos P. Mailis, Kostas Karpouzis, Stefanos D. Kollias. Emotion recognition through facial expression analysis based on a neurofuzzy network
437 -- 444Theologos Athanaselis, Stelios Bakamidis, Ioannis Dologlou, Roddy Cowie, Ellen Douglas-Cowie, Cate Cox. ASR for emotional speech: Clarifying the issues and enhancing performance
445 -- 455Lola Cañamero. Emotion understanding from the perspective of autonomous robots research

Volume 18, Issue 3

213 -- 224Tomohiro Shibata, Hiromitsu Tabata, Stefan Schaal, Mitsuo Kawato. A model of smooth pursuit in primates based on learning the target dynamics
225 -- 230Bryan A. Strange, Andrew Duggins, William D. Penny, Raymond J. Dolan, Karl J. Friston. Information theory, novelty and hippocampal responses: unpredicted or unpredictable?
231 -- 242Wenlian Lu, Tianping Chen. Dynamical behaviors of Cohen-Grossberg neural networks with discontinuous activation functions
243 -- 250Hongtao Lu, Zhenya He. Global exponential stability of delayed competitive neural networks with different time scales
251 -- 259Kazushi Ikeda, Tsutomu Aoishi. An asymptotic statistical analysis of support vector machines with soft margins
261 -- 265Ralph Linsker. Improved local learning rule for information maximization and related applications
267 -- 285Dmitry V. Lebedev, Jochen J. Steil, Helge Ritter. The dynamic wave expansion neural network model for robot motion planning in time-varying environments
287 -- 295Gail A. Carpenter, Siegfried Martens, Ogi J. Ogas. Self-organizing information fusion and hierarchical knowledge discovery: a new framework using ARTMAP neural networks
297 -- 306Ah-Hwee Tan, Hong Pan. Predictive neural networks for gene expression data analysis

Volume 18, Issue 2

111 -- 115Robert Hecht-Nielsen. Cogent confabulation
117 -- 122Manolis Wallace, Nicolas Tsapatsoulis, Stefanos D. Kollias. Intelligent initialization of resource allocating RBF networks
123 -- 144Md. Monirul Islam, Kazuyuki Murase. Chaotic dynamics of a behavior-based miniature mobile robot: effects of environment and control structure
145 -- 159Chanchal Chatterjee. Adaptive algorithms for first principal eigenvector computation
161 -- 170He Huang, Daniel W. C. Ho, Jinde Cao. Analysis of global exponential stability and periodic solutions of neural networks with time-varying delays
171 -- 178Sanqing Hu, Derong Liu. On the global output convergence of a class of recurrent neural networks with time-varying inputs
179 -- 189Giuseppe Alia, Enrico Martinelli. NEUROM: a ROM based RNS digital neuron
191 -- 204Alpha V. Pernía-Espinoza, Joaquín B. Ordieres Meré, Francisco J. Martínez de Pisón Ascacibar, Ana González-Marcos. TAO-robust backpropagation learning algorithm
205 -- 0Athanassia Chalimourda, Bernhard Schölkopf, Alex J. Smola. Experimentally optimal nu in support vector regression for different noise models and parameter settings

Volume 18, Issue 10

1293 -- 1300Yiguang Liu, Zhisheng You, Liping Cao. A functional neural network computing some eigenvalues and eigenvectors of a special real matrix
1301 -- 1308Thomas Natschläger, Wolfgang Maass. Dynamics of information and emergent computation in generic neural microcircuit models
1309 -- 1318Antonio Eleuteri, Roberto Tagliaferri, Leopoldo Milano. A novel information geometric approach to variable selection in MLP networks
1319 -- 1331Matthias S. Keil, Gabriel Cristóbal, Thorsten Hansen, Heiko Neumann. Recovering real-world images from single-scale boundaries with a novel filling-in architecture
1332 -- 1340Hongyong Zhao, Jinde Cao. New conditions for global exponential stability of cellular neural networks with delays
1341 -- 1347Yahya H. Zweiri, Lakmal D. Seneviratne, Kaspar Althoefer. Stability analysis of a three-term backpropagation algorithm
1348 -- 1356Yuanqing Li, Jun Wang. A network model for blind source extraction in various ill-conditioned cases
1357 -- 0Francisco Aboitiz, Ricardo García, Enzo Brunetti, Conrado Bosman. Imitation and memory in language origins

Volume 18, Issue 1

13 -- 0Stephen Grossberg, Mitsuo Kawato, John G. Taylor. A year of exciting Special Issues!
15 -- 22Osamu Watanabe, Masayuki Kikuchi. Nonlinearity of the population activity to transparent motion
23 -- 32Kunihiko Fukushima. Use of non-uniform spatial blur for image comparison: symmetry axis extraction
33 -- 43Kunihiko Fukushima. Restoring partly occluded patterns: a neural network model
45 -- 60Fabrice Rossi, Brieuc Conan-Guez. Functional multi-layer perceptron: a non-linear tool for functional data analysis
61 -- 69Sanjay S. P. Rattan, William W. Hsieh. Complex-valued neural networks for nonlinear complex principal component analysis
71 -- 90Jun Nakanishi, Jay A. Farrell, Stefan Schaal. Composite adaptive control with locally weighted statistical learning
91 -- 102Pierre Courrieu. Function approximation on non-Euclidean spaces