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. Springer 2008 Lecture Notes in Computer Science 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
- 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
- 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
- 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
- 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 G. 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
- 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
- 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
- Jan D. Bouecke, Jörg Lücke: Learning of Neural Information Routing for Correspondence Finding. 557-566
- Prashant Joshi, Jochen Triesch: A Globally Asymptotically Stable Plasticity Rule for Firing Rate Homeostasis. 567-576
- Matej Makula, Lubica Benusková: Analysis and Visualization of the Dynamics of Recurrent Neural Networks for Symbolic Sequences Processing. 577-586
- Takafumi Matsuura, Tohru Ikeguchi: Chaotic Search for Traveling Salesman Problems by Using 2-opt and Or-opt Algorithms. 587-596
- Alexey Minin, Bernhard Lang: Comparison of Neural Networks Incorporating Partial Monotonicity by Structure. 597-606
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
- Péter Érdi, Vaibhav A. Diwadkar, Balázs Ujfalussy: The Schizophrenic Brain: A Broken Hermeneutic Circle. 929-938
- Falk Fleischer, Antonino Casile, Martin A. Giese: Neural Model for the Visual Recognition of Goal-Directed Movements. 939-948
- Amir Hussain, Kevin N. Gurney, Rudwan Abdullah, Jonathan M. Chambers: Emergent Common Functional Principles in Control Theory and the Vertebrate Brain: A Case Study with Autonomous Vehicle Control. 949-958
- Stathis Kasderidis: Organising the Complexity of Behaviour. 959-968
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last updated on 2013-06-18T211851 by the dblp team