18. ICANN 2008:
Prague,
Czech Republic
Vera Kurková, Roman Neruda, Jan Koutník (Eds.):
Artificial Neural Networks - ICANN 2008, 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part II.
Lecture Notes in Computer Science 5164 Springer 2008, ISBN 978-3-540-87558-1 
Pattern Recognition and Data Analysis
- Anton Andrejko, Mária Bieliková:
Investigating Similarity of Ontology Instances and Its Causes.
1-10
- Ana Antunes, Fernando Morgado Dias, Alexandre Mota:
A Neural Model for Delay Correction in a Distributed Control System.
11-20
- Gianluca Bontempi, Patrick Emmanuel Meyer:
A Model-Based Relevance Estimation Approach for Feature Selection in Microarray Datasets.
21-31
- Sergio Decherchi, Paolo Gastaldo, Judith Redi, Rodolfo Zunino:
Non-stationary Data Mining: The Network Security Issue.
32-41
- Pablo M. Granitto, Franco Biasioli, Cesare Furlanello, Flavia Gasperi:
Efficient Feature Selection for PTR-MS Fingerprinting of Agroindustrial Products.
42-51
- Jiri Grim:
Extraction of Binary Features by Probabilistic Neural Networks.
52-61
- Marcel Jirina, Marcel Jirina Jr.:
Correlation Integral Decomposition for Classification.
62-71
- Vladimir Kryzhanovsky:
Modified q-State Potts Model with Binarized Synaptic Coefficients.
72-80
- Marco Maggini, Stefano Melacci, Lorenzo Sarti:
Learning Similarity Measures from Pairwise Constraints with Neural Networks.
81-90
- Yi Sun, Mark Robinson, Rod Adams, Alistair G. Rust, Neil Davey:
Prediction of Binding Sites in the Mouse Genome Using Support Vector Machines.
91-100
- Ilya Sutskever, Vinod Nair:
Mimicking Go Experts with Convolutional Neural Networks.
101-110
- Roberto Antonio Vázquez, Humberto Sossa:
Associative Memories Applied to Pattern Recognition.
111-120
- Raul Vicen-Bueno, Eduardo Galán-Fernández, Manuel Rosa-Zurera, Maria P. Jarabo-Amores:
MLP-Based Detection of Targets in Clutter: Robustness with Respect to the Shape Parameter of Weibull-Disitributed Clutter.
121-130
Hardware,
Embedded Systems
- Guillermo Bosque, Javier Echanobe, Inés del Campo, José Manuel Tarela:
Modeling and Synthesis of Computational Efficient Adaptive Neuro-Fuzzy Systems Based on Matlab.
131-140
- Pitoyo Hartono, Sachiko Kakita:
Embedded Neural Network for Swarm Learning of Physical Robots.
141-149
- Michael Kryzhanovsky, Magomed Malsagov:
Distribution Stream of Tasks in Dual-Processor System.
150-158
- Rudolf Marek, Miroslav Skrbek:
Efficient Implementation of the THSOM Neural Network.
159-168
- Nadia Nedjah, Rodrigo Martins da Silva, Luiza de Macedo Mourelle, Marcus Vinicius Carvalho da Silva:
Reconfigurable MAC-Based Architecture for Parallel Hardware Implementation on FPGAs of Artificial Neural Networks.
169-178
- Cesar Torres-Huitzil, Bernard Girau:
Implementation of Central Pattern Generator in an FPGA-Based Embedded System.
179-187
- Cesar Torres-Huitzil, Bernard Girau, Miguel Arias-Estrada:
Biologically-Inspired Digital Architecture for a Cortical Model of Orientation Selectivity.
188-197
- Peter Trebatický, Jiri Pospichal:
Neural Network Training with Extended Kalman Filter Using Graphics Processing Unit.
198-207
- Waldo Valenzuela, Gonzalo Carvajal, Miguel Figueroa:
Blind Source-Separation in Mixed-Signal VLSI Using the InfoMax Algorithm.
208-217
Computational Neuroscience
- Simeon A. Bamford, Alan F. Murray, David J. Willshaw:
Synaptic Rewiring for Topographic Map Formation.
218-227
- Raymond H. Cuijpers, Wolfram Erlhagen:
Implementing Bayes' Rule with Neural Fields.
228-237
- Vassilis Cutsuridis, Stuart Cobb, Bruce P. Graham:
Encoding and Retrieval in a CA1 Microcircuit Model of the Hippocampus.
238-247
- Vassilis Cutsuridis:
A Bio-inspired Architecture of an Active Visual Search Model.
248-257
- Cornelius Glackin, Liam McDaid, Liam P. Maguire, Heather M. Sayers:
Implementing Fuzzy Reasoning on a Spiking Neural Network.
258-267
- Bruce P. Graham, Christian Stricker:
Short Term Plasticity Provides Temporal Filtering at Chemical Synapses.
268-276
- Matthew Hartley, Jacqueline Fagard, Rana Esseily, John Taylor:
Observational Versus Trial and Error Effects in a Model of an Infant Learning Paradigm.
277-289
- Ioannis Kahramanoglou, Stavros J. Perantonis, Nikolaos Smyrnis, Ioannis Evdokimidis, Vassilis Cutsuridis:
Modeling the Effects of Dopamine on the Antisaccade Reaction Times (aSRT) of Schizophrenia Patients.
290-299
- Pablo Martinez Vasquez, Hovagim Bakardjian, Montserrat Vallverdú, Andrzej Cichocki:
Fast Multi-command SSVEP Brain Machine Interface without Training.
300-307
- Andrew Isaac Meso, Johannes M. Zanker:
Separating Global Motion Components in Transparent Visual Stimuli - A Phenomenological Analysis.
308-317
- Yuto Nakamura, Kazuhiro Tsuboi, Osamu Hoshino:
Lateral Excitation between Dissimilar Orientation Columns for Ongoing Subthreshold Membrane Oscillations in Primary Visual Cortex.
318-327
- Neslihan Serap Sengör, Özkan Karabacak, Ulrich Steinmetz:
A Computational Model of Cortico-Striato-Thalamic Circuits in Goal-Directed Behaviour.
328-337
- Yusuke Totoki, Kouichi Mitsunaga, Haruo Suemitsu, Takami Matsuo:
Firing Pattern Estimation of Synaptically Coupled Hindmarsh-Rose Neurons by Adaptive Observer.
338-347
- Francesco Ventriglia:
Global Oscillations of Neural Fields in CA3.
348-357
Connectionistic Cognitive Science
- Roman Borisyuk, David Chik, Yakov B. Kazanovich:
Selective Attention Model of Moving Objects.
358-367
- Razvan V. Florian:
Tempotron-Like Learning with ReSuMe.
368-375
- Kunihiko Fukushima:
Neural Network Capable of Amodal Completion.
376-385
- Andreea Lazar, Gordon Pipa, Jochen Triesch:
Predictive Coding in Cortical Microcircuits.
386-395
- Jindong Liu, Harry R. Erwin, Stefan Wermter, Mahmoud Elsaid:
A Biologically Inspired Spiking Neural Network for Sound Localisation by the Inferior Colliculus.
396-405
- Paul W. Munro:
Learning Structurally Analogous Tasks.
406-412
- Gordon Pipa, Raul Vicente, Alexander Tikhonov:
Auto-structure of Presynaptic Activity Defines Postsynaptic Firing Statistics and Can Modulate STDP-Based Structure Formation and Learning.
413-422
- Andrzej W. Przybyszewski:
Decision Making Logic of Visual Brain.
423-432
- Mia Setic, Drazen Domijan:
A Computational Model of Saliency Map Read-Out during Visual Search.
433-442
- Asuka Terai, Masanori Nakagawa:
A Corpus-Based Computational Model of Metaphor Understanding Incorporating Dynamic Interaction.
443-452
- Zhijun Yang, Alan F. Murray, Juan Huo:
Deterministic Coincidence Detection and Adaptation Via Delayed Inputs.
453-461
- Junmei Zhu:
Synaptic Formation Rate as a Control Parameter in a Model for the Ontogenesis of Retinotopy.
462-470
Neuroinformatics
- Krzysztof Dobosz, Wlodzislaw Duch:
Fuzzy Symbolic Dynamics for Neurodynamical Systems.
471-478
- António Dourado, Ricardo Martins, João Duarte, Bruno Direito:
Towards Personalized Neural Networks for Epileptic Seizure Prediction.
479-487
- Vasile V. Moca, Danko Nikolic, Raul Cristian Muresan:
Real and Modeled Spike Trains: Where Do They Meet?.
488-497
- Raul Cristian Muresan, Wolf Singer, Danko Nikolic:
The InfoPhase Method or How to Read Neurons with Neurons.
498-507
- Dimitri V. Nowicki, Brigitte Piallat, Alim-Louis Benabid, Tatyana I. Aksenova:
Artifact Processor for Neuronal Activity Analysis during Deep Brain Stimulation.
508-516
- Erik Saudek, Daniel Novák, Dita Wagnerová, Milan Hájek:
Analysis of Human Brain NMR Spectra in Vivo Using Artificial Neural Networks.
517-526
- László Szilágyi, Sándor M. Szilágyi, László Dávid, Zoltán Benyó:
Multi-stage FCM-Based Intensity Inhomogeneity Correction for MR Brain Image Segmentation.
527-536
- Sintiani Dewi Teddy:
KCMAC: A Novel Fuzzy Cerebellar Model for Medical Decision Support.
537-546
- Hujun Yin, Stefano Panzeri, Zareen Mehboob, Mathew E. Diamond:
Decoding Population Neuronal Responses by Topological Clustering.
547-556
Neural Dynamics
Special Session:
Coupling,
Synchronies and Firing Patterns:
from Cognition to Disease
- Yoshiyuki Asai, Alessandro E. P. Villa:
Effect of the Background Activity on the Reconstruction of Spike Train by Spike Pattern Detection.
607-616
- Thomas Burwick:
Assemblies as Phase-Locked Pattern Sets That Collectively Win the Competition for Coherence.
617-626
- Vassilis Cutsuridis, Stuart Cobb, Bruce P. Graham:
A CA2+ Dynamics Model of the STDP Symmetry-to-Asymmetry Transition in the CA1 Pyramidal Cell of the Hippocampus.
627-635
- Russell Hunter, Stuart Cobb, Bruce P. Graham:
Improving Associative Memory in a Network of Spiking Neurons.
636-645
- Javier Iglesias, Jordi García-Ojalvo, Alessandro E. P. Villa:
Effect of Feedback Strength in Coupled Spiking Neural Networks.
646-654
- Eva Kaslik, Stefan Balint:
Bifurcations in Discrete-Time Delayed Hopfield Neural Networks of Two Neurons.
655-664
- Carlos Lourenço:
EEG Switching: Three Views from Dynamical Systems.
665-674
- Antonio J. Pons Rivero, Jose Luis Cantero, Mercedes Atienza, Jordi García-Ojalvo:
Modeling Synchronization Loss in Large-Scale Brain Dynamics.
675-684
- A. Ravishankar Rao, Guillermo A. Cecchi:
Spatio-temporal Dynamics during Perceptual Processing in an Oscillatory Neural Network.
685-694
- Belén Sancristóbal, José M. Sancho, Jordi García-Ojalvo:
Resonant Spike Propagation in Coupled Neurons with Subthreshold Activity.
695-702
- Ekkehard Ullner, Raul Vicente, Gordon Pipa, Jordi García-Ojalvo:
Contour Integration and Synchronization in Neuronal Networks of the Visual Cortex.
703-712
Special Session:
Constructive Neural Networks
- Miguel Arturo Barreto-Sanz, Andrés Pérez-Uribe, Carlos Andrés Peña-Reyes, Marco Tomassini:
Fuzzy Growing Hierarchical Self-Organizing Networks.
713-722
- João Roberto Bertini Jr., Maria do Carmo Nicoletti:
MBabCoNN - A Multiclass Version of a Constructive Neural Network Algorithm Based on Linear Separability and Convex Hull.
723-733
- David A. Elizondo, Juan Miguel Ortiz-de-Lazcano-Lobato, Ralph Birkenhead:
On the Generalization of the m-Class RDP Neural Network.
734-743
- Enrico Ferrari, Marco Muselli:
A Constructive Technique Based on Linear Programming for Training Switching Neural Networks.
744-753
- Marek Grochowski, Wlodzislaw Duch:
Projection Pursuit Constructive Neural Networks Based on Quality of Projected Clusters.
754-762
- Adrian Horzyk:
Introduction to Constructive and Optimization Aspects of SONN-3.
763-772
- Andreas Huemer, David A. Elizondo, Mario A. Góngora:
A Reward-Value Based Constructive Method for the Autonomous Creation of Machine Controllers.
773-782
- Alexandre Monteiro da Silva, Peter Sussner:
A Brief Review and Comparison of Feedforward Morphological Neural Networks with Applications to Classification.
783-792
- Héctor F. Satizábal, Andrés Pérez-Uribe, Marco Tomassini:
Prototype Proliferation in the Growing Neural Gas Algorithm.
793-802
- José Luis Subirats, Leonardo Franco, Ignacio Molina Conde, José M. Jerez:
Active Learning Using a Constructive Neural Network Algorithm.
803-811
- Engelbert Mephu Nguifo, Norbert Tsopzé, Gilbert Tindo:
M-CLANN: Multi-class Concept Lattice-Based Artificial Neural Network for Supervised Classification.
812-821
Workshop:
New Trends in Self-organization and Optimization of Artificial Neural Networks
- Marek Bártu, Jana Tucková:
A Classification Method of Children with Developmental Dysphasia Based on Disorder Speech Analysis.
822-828
- Miroslav Bursa, Lenka Lhotská:
Nature Inspired Methods in the Radial Basis Function Network Learning Process.
829-838
- Jan Drchal, Miroslav Snorek:
Tree-Based Indirect Encodings for Evolutionary Development of Neural Networks.
839-848
- Martin Hülse:
Generating Complex Connectivity Structures for Large-Scale Neural Models.
849-858
- Pavel Kordík, Václav Kremen, Lenka Lhotská:
The GAME Algorithm Applied to Complex Fractionated Atrial Electrograms Data Set.
859-868
- Cheng-Yuan Liou:
Geometrical Perspective on Hairy Memory.
869-878
- Kenji Nakayama, Hiroki Horita, Akihiro Hirano:
Neural Network Based BCI by Using Orthogonal Components of Multi-channel Brain Waves and Generalization.
879-888
- Ales Pilný, Pavel Kordík, Miroslav Snorek:
Feature Ranking Derived from Data Mining Process.
889-898
- Leonardo Rigutini, Tiziano Papini, Marco Maggini, Monica Bianchini:
A Neural Network Approach for Learning Object Ranking.
899-908
- Min Shi, Haifeng Wu:
Evolving Efficient Connection for the Design of Artificial Neural Networks.
909-918
- Shiliang Sun:
The Extreme Energy Ratio Criterion for EEG Feature Extraction.
919-928
Workshop:
Adaptive Mechanisms of the Perception-Action Cycle
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