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Semantic Scholar18. ICANN 2008: Prague, Czech Republic
Vera Kurková, Roman Neruda, Jan Koutník:
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 Manuel Mota:
A Neural Model for Delay Correction in a Distributed Control System. 11-20 - Gianluca Bontempi, Patrick E. 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 - 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 Vinícius Carvalho da Silva:
Reconfigurable MAC-Based Architecture for Parallel Hardware Implementation on FPGAs of Artificial Neural Networks. 169-178 - César Torres-Huitzil, Bernard Girau:
Implementation of Central Pattern Generator in an FPGA-Based Embedded System. 179-187 - César Torres-Huitzil, Bernard Girau, Miguel O. 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 - 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
Connectionistic Cognitive Science
- Roman Borisyuk, David Chik, Yakov B. Kazanovich:
Selective Attention Model of Moving Objects. 358-367 - Jindong Liu, Harry R. Erwin, Stefan Wermter, Mahmoud Elsaid:
A Biologically Inspired Spiking Neural Network for Sound Localisation by the Inferior Colliculus. 396-405 - 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 - 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 V. 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 - 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 I. 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 - 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 - 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 - Pavel Kordík, Václav Kremen, Lenka Lhotská:
The GAME Algorithm Applied to Complex Fractionated Atrial Electrograms Data Set. 859-868 - 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
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
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