List of Accepted Papers

Semi-Supervised Learning of Tree-Structured RBF Networks using Co-Training (21)
Mohamed Farouk Abdel Hady, Friedhelm Schwenker and Günther Palm
Batch Support Vector Training Based on Exact Incremental Training (50)
Shigeo Abe
A new type of ART2 architecture and application to color image segmentation (48)
Jiaoyan Ai, Brian Funt and Lilong Shi
A Kernel Method for the Optimization of the Margin Distribution (207)
Fabio Aiolli, Giovanni Da San Martino and Alessandro Sperduti
Dimension Reduction for Mixtures of Exponential Families (39)
Shotaro Akaho
Investigating Similarity of Ontology Instances and its Causes (126)
Anton Andrejko and Maria Bielikova
A neural model for delay correction in a distributed control system (235)
Ana Antunes, Fernando Morgado Dias and Alexandre Mota
BICA: a Boolean Indepenedent Component Analysis Algorithm (160)
Bruno Apolloni, Simone Bassis and Andrea Brega
Matrix Learning for Topographic Neural Maps (65)
Banchar Arnonkijpanich, Barbara Hammer and Alexander Hasenfuss
Effect of the Background Activity on the Reconstruction of Spike Train by Spike Pattern Detection (276)
Yoshiyuki Asai and Alessandro Villa
A Neuro-Fuzzy approach to User Attention Recognition (123)
Stylianos Asteriadis, Kostas Karpouzis and Stefanos Kollias
Sentence-level Evaluation Using Co-occurences of N-grams (118)
Theologos Athanaselis, Stelios Bakamidis, Konstantinos Mamouras and Ioannis Dologlou
Synaptic Rewiring for Topographic Map Formation (9)
Simeon Bamford, Alan Murray and David Willshaw
TriangleVision: a toy visual system (181)
Thomas Bangert
A 4--vector MDM Algorithm for Support Vector Training (163)
Alvaro Barbero, Jorge Lopez and Jose Dorronsoro
Fuzzy Growing Hierarchical Self-Organizing (285)
Miguel Arturo Barreto-Sanz, Andrés Perez-Uribe, Carlos-Andres Peńa-Reyes and Marco Tomassini
A Classification Method of Children with Developmental Dysphasia Based on Disorder Speech Analysis (280)
Marek Bartu and Jana Tuckova
Several Enhancements to Hermite Based Approximation of One Variable Functions (41)
Bartlomiej Beliczynski and Bernardete Ribeiro
Spatio-temporal summarizing method of periodic image sequences with Kohonen Maps (127)
Mohamed Berkane, Patrick Clarysse and Isabelle Magnin
MbabCoNN: a Multiclass Version of a Constructive Neural Network Algorithm Based on Linear Separability (277)
Joao Bertini and Maria Nicoletti
Image classification by histogram features created with Learning Vector Quantization (196)
Marcin Blachnik and Jorma Laaksonen
Building Localized Basis Function Networks Using Context Dependent Clustering (63)
Marcin Blachnik and Wlodzislaw Duch
Identifying Single Source Data for Mixing Matrix Estimation in Instantaneous BSS (218)
Pau Bofill
A model-based relevance estimation approach for feature selection in microarray datasets (137)
Gianluca Bontempi and Patrick E. Meyer
Selective Attention Model of Moving Objects (92)
Roman Borisyuk, David Chik and Yakov Kazanovich
MODELING AND SYNTHESIS OF COMPUTATIONAL EFFICIENT ADAPTIVE NEURO-FUZZY SYSTEMS BASED ON MATLAB (269)
Guillermo Bosque, Javier Echanobe, Inés del Campo and José Manuel Tarela
Learning of Neural Information Routing for Correspondence Finding (179)
Jan Bouecke and Jörg Lücke
A Statistical Model for Histogram Refinement (224)
Nizar Bouguila and Walid ElGuebaly
Hybrid Evolution of Heterogeneous Neural Networks (300)
Zdenek Buk and Miroslav Snorek
Nature Inspired Methods in the Radial Basis Function Network Learning Process (296)
Miroslav Bursa and Lenka Lhotska
Assemblies as Phase-Locked Pattern Sets that collectively win the Competition for Coherence (275)
Thomas Burwick
ECG Signal Classification using GAME Neural Network and its comparison to other classifiers (299)
Miroslav Cepek, Miroslav Snorek and Vaclav Chudacek
Predictive Modeling with Echo State Networks (192)
Michal Cernansky and Peter Tino
Improving the Learning Speed in 2-Layered LSTM Network by Estimating the Configuration of Hidden Units and Optimizing Weights Initialization (213)
Debora C Correa, Alexandre M Levada and Jose H Saito
Implementing Bayes' rule with neural fields (190)
Raymond Cuijpers and Wolfram Erlhagen
A Bio-Inspired Architecture of an Active Visual Search Model (257)
Vassilis Cutsuridis
Encoding and Retrieval in a CA1 Microcircuit Model of the Hippocampus (62)
Vassilis Cutsuridis, Stuart Cobb and Bruce Graham
A CA2+ Dynamics Model of the STDP Symmetry-to-Asymmetry Transition in the CA1 Pyramidal Cell of the Hippocampus (61)
Vassilis Cutsuridis, Stuart Cobb and Bruce Graham
Neuro-Fuzzy System for Road Signs Recognition (200)
Boguslaw Cyganek
Face Recognition with VG-RAM Weightless Neural Networks (73)
Alberto F. De Souza, Claudine Gonçalves, Felipe Pedroni, Elias Oliveira and Stiven Dias
Non-stationary data mining: the Network (36)
Sergio Decherchi, Paolo Gastaldo, Judith Redi and Rodolfo Zunino
Improving Performance of a Binary Classifier by Training Set Selection (240)
Cezary Dendek and Jacek Mandziuk
Fuzzy Symbolic Dynamics for Neurodynamical Systems (238)
Krzysztof Dobosz and Wlodzislaw Duch
Towards Personalized Neural Networks for Epileptic Seizure Prediction (247)
Antonio Dourado, Ricardo Martins, Joao Duarte and Bruno Direito
Evolutionary Development of Neural Networks (303)
Jan Drchal and Miroslav Šnorek
On the generalization of the m-class RDP Neural Network (215)
David A. Elizondo, Juan M. Ortiz de Lazcano Lobato and Ralph Birkenhead
Surface Reconstruction Techniques Using Neural Networks to Recover Noisy 3D Scenes (12)
David Elizondo, Shang-Ming Zhou and Charalambos Chrysostomou
The Schizophrenic Brain: A Broken Hermeneutic Circle (287)
Péter Érdi, Vaibhav Diwadkar and Balázs Ujfalussy
A constructive technique based on linear programming for training Switching Neural Networks (254)
Enrico Ferrari and Marco Muselli
Clustering Quality and Topology Preservation in Fast Learning SOMs (183)
Antonino Fiannaca, Giuseppe Di Fatta, Salvatore Gaglio, Riccardo Rizzo and Alfonso M. Urso
Neural Model for the Visual Recognition of Goal-directed Movements (284)
Falk Fleischer, Antonino Casile and Martin A. Giese
Tempotron-like learning with ReSuMe (125)
Razvan V. Florian
Invariant Object Recognition with Slow Feature Analysis (168)
Mathias Franzius, Niko Wilbert and Laurenz Wiskott
Neural Network Capable of Amodal Completion (7)
Kunihiko Fukushima
Practical Implementation Issues of an Incremental and Decremental SVM (143)
Honorius Galmeanu and Razvan Andonie
Heuristiscs-based High-level Strategy for Robot Soccer (182)
Péter Gasztonyi and István Harmati
Neuro-inspired Speech Recognition with Recurrent Spiking Neurons (209)
Arfan Ghani, Martin McGinnity, Liam Maguire and Jim Harkin
Implementing Fuzzy Reasoning on a Spiking Neural Network (195)
Cornelius Glackin, Liam McDaid, Liam Maguire and Heather Sayers
Enhancing Topology Preservation during Neural Field Development via Wiring Length Minimization (90)
Claudius Gläser, Frank Joublin and Christian Goerick
Short term plasticity provides temporal filtering at chemical synapses (106)
Bruce Graham and Christian Stricker
Efficient feature selection for PTR-MS fingerprinting of agroindustrial products (33)
Pablo M. Granitto, Franco Biasioli, Cesare Furlanello and Flavia Gasperi
Extraction of Binary Features by Probabilistic Neural Networks (53)
Jiri Grim
Projection Pursuit Constructive Neural Networks Based on Quality of Projected Clusters (278)
Marek Grochowski and Wlodzislaw Duch
Multigrid Reinforcement Learning with Reward Shaping (72)
Marek Grzes and Daniel Kudenko
Predicting the Performance of Learning Algorithms Using Support Vector Machines as Meta-Regressors (66)
Silvio Guerra, Ricardo Prudencio and Teresa Ludermir
Municipal Creditworthiness Modelling by Kohonen's Self-organizing Feature Maps and Fuzzy Logic Neural Networks (222)
Petr Hájek and Vladimír Olej
Observational versus trial and error effects in a model of an infant learning paradigm (175)
Matthew Hartley, Jacqueline Fagard, Rana Esseily and John Taylor
Embedded Neural Network for Swarm Learning of Physical Robots (80)
Pitoyo Hartono and Sachiko Kakita
Echo State Networks for Online Prediction of Movement Data – Comparing Investigations (64)
Sven Hellbach, Sören Strauss, Julian Eggert, Edgar Körner and Horst-Micheal Gross
Sparse Bayes Machines for Binary Classification (35)
Daniel Hernández-Lobato
Self-organized Reinforcement Learning based on Policy Gradient in Nonstationary Environment (211)
Yu Hiei, Takeshi Mori and Shin Ishii
Tikhonov Regularization Parameter in Reproducing Kernel Hilbert Spaces with Respect to the Sensitivity of the Solution (305)
Katerina Hlavackova-Schindler
Adaptive Translation: Finding Interlingual Mappings using Self-Organizing Maps (162)
Timo Honkela
Introduction to Constructive and optimization Aspects of SONN-3 (272)
Adrian Horzyk
Generating complex connectivity structures for large-scale neural models (68)
Martin Huelse
A Reward-Value Based Constructive Method for the Autonomous Creation of Machine Controllers (23)
Andreas Huemer, David Elizondo and Mario Gongora
Improving Associative Memory in a Network of Spiking Neurons (71)
Russell Hunter, Stuart Cobb and Bruce Graham
Emergent Common Functional Principles in Control Theory and the Vertebrate Brain: A Case Study with Autonomous Vehicle Control (286)
Amir Hussain, Kevin Gurney, Rudwan Abdullah and Jon Chambers
Efficient Video Shot Summarization Using an Enhanced Spectral Clustering Approach (74)
Vasileios Chasanis, Aristidis Likas and Nikolaos Galatsanos
Manifold Construction using the Multilayer Perceptron (82)
Wei-Chen Cheng and Cheng-Yuan Liou
Adaptation of Connectionist Weighted Fuzzy Logic Programs with Kripke-Kleene Semantics (91)
Alexandros Chortaras, Giorgos Stamou, Andreas Stafylopatis and Stefanos Kollias
Effect of feedback strength in coupled spiking neural networks (283)
Javier Iglesias, Jordi García Ojalvo and Alessandro E.P. Villa
Self-Organizing Neural Grove: Efficient Multiple Classifier System with Pruned Self-Generating Neural Trees (136)
Hirotaka Inoue
Multi-Category Bayesian Decision by Neural Networks (52)
Yoshifusa Ito, Cidambi Srinivasan and Hiroyuki Izumi
Correlation Integral Decomposition for Classification (51)
Marcel Jirina and Marcel Jirina, jr.
A globally asymptotically stable plasticity rule for firing rate homeostasis (135)
Prashant Joshi and Jochen Triesch
Modeling the Effects of Dopamine on the Antisaccade Reaction Times (aSRT) of Schizophrenia Patients (25)
Ioannis Kahramanoglou, Vassilis Cutsuridis, Nikolaos Smyrnis, Ioannis Evdokimidis and Stavros Perantonis
Estimates of Network Complexity and Integral Representations (292)
Paul C. Kainen and Vera Kurkova
A spatio-temporal extension of the SUSAN-Filter (145)
Benedikt Kaiser and Gunther Heidemann
Organising The Complexity of Behaviour (289)
Stathis Kasderidis
Bifurcations in Discrete-Time Delayed Hopfield Neural Networks of Two Neurons (251)
Eva Kaslik and Stefan Balint
Self-organized Complex Neural Networks through Nonlinear Temporally Asymmetric Hebian Plasticity (131)
Hideyuki Kato and Tohru Ikeguchi
Online Clustering of Non-stationary Data Using Incremental and Decremental SVM (246)
Boukharouba Khaled and Lecoeuche Stéphane
Reliability of Cross-Validation for SVMs in High-Dimensional, Low Sample Size Scenarios (164)
Sascha Klement, Amir Madany Mamlouk and Thomas Martinetz
The GAME Algorithm Applied to Complex Fractionated Atrial Electrograms Data Set (262)
Pavel Kordik, Vaclav Kremen and Lenka Lhotska
Temporal Hebbian Self-organizing Map for Sequences (302)
Jan Koutnik and Miroslav Snorek
Ant Colony Optimization with Castes (242)
Oleg Kovářík and Miroslav Skrbek
Modified q-state Potts Model with Binarized Synaptic Coefficients (77)
Vladimir Kryzhanovskiy
Application of Potts-model Perceptron for Binary Patterns Identification (60)
Vladimir Kryzhanovskiy, Boris Kryzhanovkiy and Anatoliy Fonarev
Sparse Coding Neural Gas for the Separation of Noisy Overcomplete Sources (205)
Kai Labusch, Erhardt Barth and Thomas Martinetz
Mixture of expert used to learn game play (237)
Peter Lacko and Vladimir Kvasnicka
Neural Networks ensembles for classification problems using multiobjective genetic algorithms (180)
David Lahoz and Pedro Mateo
Computationally Efficient Nonlinear Predictive Control Based on RBF Neural Multi-Models (142)
Maciej Lawrynczuk
A Predictive Control Economic Optimiser and Constraint Governor Based on Neural Models (141)
Maciej Lawrynczuk
Predictive Coding in Cortical Microcircuits (174)
Andreea Lazar, Gordon Pipa and Jochen Triesch
Geometrical Perspective on Hairy Memory (266)
Cheng-Yuan Liou
A Biologically Inspired Spiking Neural Network for Sound Localisation by the Inferior Colliculus (158)
Jindong Liu, Harry Erwin, Stefan Wermter and Mahmoud Elsaid
Robust Nonparametric Probability Density Estimation by Soft Clustering (3)
Ezequiel Lopez-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, Domingo Lopez-Rodriguez and Maria del Carmen Vargas-Gonzalez
EEG switching: three views from dynamical systems (288)
Carlos Lourenço
A Neighborhood-Based Competitive Network for Video Segmentation and Object Detection (146)
Rafael Marcos Luque, Enrique Dominguez, Domingo López-Rodríguez and Esteban José Palomo
A Self-Organizing Neural System for Background and Foreground Modeling (230)
Lucia Maddalena and Alfredo Petrosino
Learning similarity measures from pairwise constraints with neural networks (103)
Marco Maggini, Stefano Melacci and Lorenzo Sarti
FLSOM with different rates for classification in imbalanced datasets (10)
Iván Machón and Hilario López
Analysis and visualization of the dynamics of recurrent neural networks for symbolic sequences processing (139)
Matej Makula and Ľubica Beňušková
Distribution stream of tasks in dual-processor system (32)
Magomed Malsagov and Mikhail Kryzhanovsky
Efficient Implementation of the THSOM Neural Network (304)
Rudolf Marek and Miroslav Skrbek
Fast Multi-Command SSVEP Brain Machine Interface without training (148)
Pablo Martinez, Hovagim Bakardjian, Montserrat Vallverdu and Andrzej Cichocki
Support Vector Machines for visualization and dimensionality reduction (241)
Tomasz Maszczyk and Włodzisław Duch
An overcomplete ICA algorithm by InfoMax and InfoMin (197)
Yoshitatsu Matsuda and Kazunori Yamaguchi
Chaotic Search for Traveling Salesman Problems by Using 2-opt and Or-opt Algorithms (133)
Takafumi Matsuura and Tohru Ikeghchi
Separating global motion components in transparent visual stimuli – a phenomenological analysis (124)
Andrew Meso and Johannes Zanker
OP-ELM: Theory, Experiments and a Toolbox (170)
Yoan Miche, Antti Sorjamaa and Amaury Lendasse
Comparison of Neural Networks Incorporating Partial Monotonicity by Structure (109)
Alexey Minin and Bernhard Lang
Analyzing the Behaviour of the SOM trough Wavelet Decomposition of Time Series Generated during it's Execution (202)
Victor Mireles and Antonio Neme
Real and Modeled Spike Trains: Where Do They Meet? (189)
Vasile Vlad Moca, Danko Nikolic and Raul Cristian Muresan
A Brief Review and Comparison of Feedforward Morphological Neural Networks with Applications to Classification (173)
Alexandre Monteiro da Silva and Peter Sussner
A Hierarchic Method for Footprint Segmentation based on SOM (161)
Marco Mora and Ruben Valenzuela
Learning Structurally Analogous Tasks (256)
Paul Munro
The InfoPhase Method or How to Read Neurons with Neurons (113)
Raul Cristian Muresan, Wolf Singer and Danko Nikolic
Analysis-by-Synthesis by Learning to Invert Generative Black Boxes (236)
Vinod Nair, Josh Susskind and Geoffrey Hinton
Lateral Excitation between Dissimilar Orientation Columns for Ongoing Subthreshold Membrane Oscillations in Primary Visual Cortex (31)
Yuuto Nakamura, Kazuhiro Tsuboi and Osamu Hoshino
Neural Network Based BCI by Using Orthogonal Components of Multi-Channel Brain Waves and Generalization (24)
Kenji Nakayama, Hiroki Horita and Akihiro Hirano
Reconfigurable MAC-based Architecture for Parallel Hardware Implementation on FPGAs of Artificial Neural Networks (290)
Nadia Nedjah, Rodrigo Martins da Silva and Luiza de Macedo Mourelle
Decreasing neighborhood revisited in Self-organizing maps (187)
Antonio Neme, Elizabeth Chávez, Alejandra Cervera and Victor Mireles
Natural Conjugate Gradient on Complex Flag Manifolds for Complex Independent Subspace Analy (129)
Yasunori Nishimori, Shotaro Akaho and Mark Plumbley
Generalization of Concave and Convex Decomposition in Kikuchi Free Energy (95)
Yu Nishiyama and Sumio Watanabe
Analysis of Vestibular-Ocular Reflex by Evolutionary (295)
Daniel Novak, Stefan Holiga, Pavel Kordik, Ales Pilny and Petr Posik
Artifact Processor for Neuronal Activity Analysis During Deep Brain Stimulation (186)
Dimitri Nowicki, Brigitte Piallat, Alim-Louis Benabid and Tatiana Aksenova
Unsupervised Bayesian Network Learning for (177)
Daniel Oberhoff and Marina Kolesnik
Robust Population Coding in Free-energy-based Reinforcement Learning (28)
Makoto Otsuka, Junichiro Yoshimoto and Kenji Doya
A New GHSOM Model Applied to Network Security (166)
Esteban José Palomo, Enrique Dominguez, Rafael Marcos Luque and José Muńoz
Feature Ranking Derived From Data Mining Process (293)
Ales Pilny, Pavel Kordik and Miroslav Snorek
Auto-structure of presynaptic activity defines postsynaptic firing statistics and can modulate STDP-based structure formation and learning (282)
Gordon Pipa, Raul Vicente and Alexander Tikhonov
Modeling synchronization loss in large-scale brain dynamics (274)
Antonio J. Pons, Jose Luis Cantero, Mercedes Atienza and Jordi Garcia-Ojalvo
Decision Making Logic of Visual Brain (243)
Andrzej Przybyszewski and Andrzej Przybyszewski
Spatio-temporal dynamics during perceptual processing in an (210)
A. Ravishankar Rao and Guillermo Cecchi
Mutual Information Based Input Variable Selection Algorithm and Wavelet Neural Network for Time Series Prediction (116)
parviz rashidi khazaee, Naser Mozayani and Mohammad Reza Jahed Motlagh
Co-occurrence matrixes for the quality assessment of coded images (54)
Judith Redi, Paolo Gastaldo, Rodolfo Zunino and Ingrid Heynderickx
A neural network approach for learning object ranking (291)
Leonardo Rigutini, Tiziano Papini, Marco Maggini and Monica Bianchini
Resonant spike propagation via subthreshold activity (273)
Belen Sancristobal, Jose M. Sancho and Jordi Garcia-Ojalvo
A bio-inspired connectionist architecture for visual classification of moving objects (184)
Pedro Luis SÁNCHEZ ORELLANA and Claudio CASTELLANOS SÁNCHEZ
Using Feature Distribution Methods in Ensemble Systems Combined by Fusion and Selection-Based Methods (188)
Laura Santana, Anne Canuto and Joăo Carlos Xavier Júnior
Using ARTMAP-based Ensemble Systems Designed by Three Variants of Boosting (108)
Araken Santos and Anne Canuto
Prototype Proliferation in the Growing Neural Gas Algorithm (89)
Héctor Satizábal, Andres Perez-Uribe and Marco Tomassini
A Visual Object Recognition System Invariant to Scale and Rotation (193)
Yasuomi Sato, Jenia Jitsev and Christoph von der Malsburg
Analysis of Human Brain NMR Spectra in Vivo Using (294)
Erik Saudek, Daniel Novak, Dita Wagnerova and Milan Hajek
Policy Gradients with Parameter-based Exploration for Control (144)
Frank Sehnke, Christian Osendorfer, Thomas Rückstieß, Alex Graves and Jan Peters
A Computational Model of Cortico-Striato-Thalamic Circuits in Goal-Directed Behaviour (15)
neslihan serap sengor, ozkan karabacak and ulrich steinmeitz
A Computational Model of Saliency Map Read-Out During Visual Search (58)
Mia Setic and Drazen Domijan
Recognizing Facial Expressions: A comparison of Computational approaches (114)
Aruna Shenoy, Tim Gale, Ray Frank, Bruce Christianson and Neil Davey
Evolving Efficient Connection for the Design of Artificial Neural Networks (44)
Min Shi and Haifeng Wu
Analysis of chaotic dynamics using measures of the complex network theory (132)
Yutaka Shimada, Takayuki Kimura and Tohru Ikeguchi
Global Dynamics of Finite Cellular Automata (178)
Martin Schuele, Thomas Ott and Ruedi Stoop
Computational Intelligence Outperform standard Techniques in Obtaining the Fetal Weight Prediction Model (261)
Tomas Siegl, Pavel Kordik, Miroslav Snorek and Pavel Calda
Quadratically Constrained Quadratic Programming for Subspace Selection in Kernel Regression Estimation (76)
Marco Signoretto, Kristiaan Pelckmans and Johan Suykens
The Influence of the Risk Functional in Data Classification with MLPs (102)
Luís Silva, Mark Embrechts, Jorge Santos and Joaquim Marques de Sá
Semantic Adaptation of Neural Network Classifiers in Image Segmentation (112)
Nikolaos Simou, Stefanos Kollias, Thanos Athanasiadis, Giorgos Stamou and Andreas Stafylopatis
Comparison of RBF Network Learning and Reinforcement Learning on the Maze Exploration Problem (298)
Stanislav Slusny, Roman Neruda and Petra Vidnerova
Implementing Boolean Matrix Factorization (297)
Vaclav Snasel, Jan Platos, Pavel Kromer, Dusan Husek and Alexander Frolov
Active learning using a constructive neural network algorithm (221)
José L. Subirats, Leonardo Franco, Ignacio Molina and José M. Jerez
The Extreme Energy Ratio Criterion for EEG Feature Extraction (8)
Shiliang Sun
Bayesian Ying Yang Learning on Orthogonal Binary Factor Analysis (152)
Ke Sun and Lei Xu
Prediction of Binding Sites in the Mouse Genome Using Machine Leaning Techniques (34)
Yi Sun, Mark Robinson, Rod Adams, Alistair Rust and Neil Davey
Mimicking Go Experts with Convolutional Neural Networks (250)
Ilya Sutskever and Vinod Nair
Multi-Stage FCM-Based Intensity Inhomogeneity Correction for MR Brain Image Segmentation (165)
Laszlo Szilagyi, Sandor Miklos Szilagyi, Laszlo David and Zoltan Benyo
Modular Neural Networks for Model-free Behavioral Learning (94)
Johane Takeuchi, Osamu Shouno and Hiroshi Tsujino
A Continuous Internal-State Controller for Partially Observable Markov Decision Processes (159)
Yuki Taniguchi, Takeshi Mori and Shin Ishii
Towards a neural model of mental simulation (281)
John Taylor and Matthew Hartley
KCMAC: A Novel Fuzzy Cerebellar Model for Medical Decision Support (140)
S. D. Teddy
A Corpus-based Computational Model of Metaphor Understanding Incorporating Dynamic Interaction (98)
Asuka Terai and Masanori Nakagawa
Nonnegative Least Squares Learning for the Random Neural Network (194)
Stelios Timotheou
Implementation of Central Pattern Generator in an FPGA-based Embedded System (130)
Cesar Torres-Huitzil and Bernard GIRAU
Biologically-inspired Digital Architecture for a Cortical Model of Orientation Selectivity (149)
Cesar Torres-Huitzil, Bernard GIRAU and Miguel Arias-Estrada
New Results on Combination Methods for Boosting Ensembles (20)
Joaquin Torres-Sospedra, Carlos Hernández-Espinosa and Mercedes Fernández-Redondo
Adding Diversity in Ensembles of Neural Networks by Reordering the Training Set (17)
Joaquin Torres-Sospedra, Carlos Hernández-Espinosa and Mercedes Fernández-Redondo
Firing Pattern Estimation of Synaptically Coupled Hindmarsh-Rose Neurons by Adaptive Observer (45)
Yusuke Totoki, Kouichi Mitsunaga, Haruo Suemitsu and Takami Matsuo
Neural Network Training with Extended Kalman Filter Using Graphics Processing Unit (203)
Peter Trebaticky and Jiri Pospichal
M-CLANN: Multi-Class Concept Lattice-based Artificial Neural Network for supervised classification (279)
Norbert TSOPZE, Engelbert Mephu Nguifo and Gilbert Tindo
A Comparative Study on Data Smoothing Regularization for Local Factor Analysis (153)
Shikui Tu, Lei Shi and Lei Xu
Contour integration and synchronization in neuronal networks of the visual cortex (264)
Ekkehard Ullner, Raúl Vicente, Gordon Pipa and Jordi García-Ojalvo
Reduction of Visual Information in Neural Network Learning Visualization (204)
Matus Uzak, Rudolf Jaksa and Peter Sincak
Blind Source-Separation in Mixed-Signal VLSI using the InfoMax Algorithm (111)
Waldo Valenzuela, Gonzalo Carvajal and Miguel Figueroa
Associative Memories applied to Pattern Recognition (219)
Roberto A. Vazquez and Humberto Sossa
Partially Monotone Networks Applied to Breast Cancer Detection on Mammograms (121)
Marina Velikova, Hennie Daniels and Maurice Samulski
Global oscillations of neural fields of CA3 (83)
Francesco Ventriglia
MLP-based Detection of Targets in Clutter: Robustness with Respect to the Shape Parameter of Weibull-disitributed Clutter (206)
Raul Vicen-Bueno, Eduardo Galan-Fernandez, Manuel Rosa-Zurera and Maria Pilar Jarabo-Amores
From Exploration to Planning (105)
Cornelius Weber and Jochen Triesch
A Probabilistic Prediction Method for Object Contour Tracking (40)
Daniel Weiler, Volker Willert and Julian Eggert
Episodic Reinforcement Learning by Logistic Reward-Weighted Regression (229)
Daan Wierstra, Tom Schaul, Jan Peters and Juergen Schmidhuber
Stable output feedback in reservoir computing using ridge regression (167)
Francis wyffels, Benjamin Schrauwen and Dirk Stroobandt
Deterministic coincidence detection and adaptation via delayed inputs (217)
Zhijun Yang, Alan Murray and Juan Huo
Decoding Population Neuronal Responses by Topological Clustering (223)
Hujun Yin, Stefano Panzeri, Zareen Mehboob and Mathew Diamond
Evolutionary Canonical Particle Swarm Optimizer --- A Proposal of Meta-Optimization in Model Selection (56)
Hong Zhang and Masumi Ishikawa
Synaptic formation rate as a control parameter in a model for the ontogenesis of retinotopy (185)
Junmei Zhu
Error-entropy minimization for dynamical systems modeling (233)
Jernej Zupanc