15. ICANN 2005:
Warsaw,
Poland
Wlodzislaw Duch, Janusz Kacprzyk, Erkki Oja, Slawomir Zadrozny (Eds.):
Artificial Neural Networks: Biological Inspirations - ICANN 2005, 15th International Conference, Warsaw, Poland, September 11-15, 2005, Proceedings, Part I.
Lecture Notes in Computer Science 3696 Springer 2005, ISBN 3-540-28752-3 BibTeX
Modeling the Brain and Cognitive Functions
- Sang-Woo Ban, Minho Lee:
Novelty Analysis in Dynamic Scene for Autonomous Mental Development.
1-6
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- Wen-Chuang Chou, Tsung-Ying Sun:
The Computational Model to Simulate the Progress of Perceiving Patterns in Neuron Population.
7-12
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- Georg Fette, Julian Eggert:
Short Term Memory and Pattern Matching with Simple Echo State Networks.
13-18
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- Wentao Huang, Licheng Jiao, Shiping Ma, Yuelei Xu:
Analytical Solution for Dynamic of Neuronal Populations.
19-24
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- Jörg Lücke:
Dynamics of Cortical Columns - Sensitive Decision Making.
25-30
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- Jörg Lücke, Jan D. Bouecke:
Dynamics of Cortical Columns - Self-organization of Receptive Fields.
31-37
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- Marcelo A. Montemurro, Stefano Panzeri:
Optimal Information Transmission Through Cortico-Cortical Synapses.
39-44
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- Alain Rakotomamonjy, Vincent Guigue, G. Mallet, V. Alvarado:
Ensemble of SVMs for Improving Brain Computer Interface P300 Speller Performances.
45-50
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- Thomas Strösslin, Ricardo Chavarriaga, Denis Sheynikhovich, Wulfram Gerstner:
Modelling Path Integrator Recalibration Using Hippocampal Place Cells.
51-56
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- Neill R. Taylor, Matthew Hartley, John G. Taylor:
Coding of Objects in Low-Level Visual Cortical Areas.
57-63
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- Jochen Triesch:
A Gradient Rule for the Plasticity of a Neuron's Intrinsic Excitability.
65-70
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- Tadashi Yamazaki, Shigeru Tanaka:
Building the Cerebellum in a Computer.
71-77
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Special Session:
The Development of Cognitive Powers in Embodied Systems
Spiking Neural Networks
- Carlos Aguirre, Doris Campos, Pedro Pascual, Eduardo Serrano:
Neuronal Behavior with Sub-threshold Oscillations and Spiking/Bursting Activity Using a Piecewise Linear Two-Dimensional Map.
103-108
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- Yoshiyuki Asai, Tatyana I. Aksenova, Alessandro E. P. Villa:
On-Line Real-Time Oriented Application for Neuronal Spike Sorting with Unsupervised Learning.
109-114
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- Joy Bose, Stephen B. Furber, Jonathan L. Shapiro:
A Spiking Neural Sparse Distributed Memory Implementation for Learning and Predicting Temporal Sequences.
115-120
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- Thomas Hermle, Martin Bogdan, Cornelius Schwarz, Wolfgang Rosenstiel:
ANN-Based System for Sorting Spike Waveforms Employing Refractory Periods.
121-126
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- Javier Iglesias, Jan Eriksson, Beatriz Pardo, Marco Tomassini, Alessandro E. P. Villa:
Emergence of Oriented Cell Assemblies Associated with Spike-Timing-Dependent Plasticity.
127-132
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- Kazushi Ikeda:
An Information Geometrical Analysis of Neural Spike Sequences.
133-138
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- Teijiro Isokawa, Haruhiko Nishimura, Naotake Kamiura, Nobuyuki Matsui:
Perceptual Binding by Coupled Oscillatory Neural Network.
139-144
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- Andrzej J. Kasinski, Filip Ponulak:
Experimental Demonstration of Learning Properties of a New Supervised Learning Method for the Spiking Neural Networks.
145-152
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- Raul Cristian Muresan, Gordon Pipa, Diek W. Wheeler:
Single-Unit Recordings Revisited: Activity in Recurrent Microcircuits.
153-159
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- Matthias Oster, Adrian M. Whatley, Shih-Chii Liu, Rodney J. Douglas:
A Hardware/Software Framework for Real-Time Spiking Systems.
161-166
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- Laurent Perrinet:
Efficient Source Detection Using Integrate-and-Fire Neurons.
167-172
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Associative Memory Models
Models of Biological Functions
- Vassilis Cutsuridis, Ioannis Kahramanoglou, Stavros J. Perantonis, Ioannis Evdokimidis, Nikolaos Smyrnis:
A Biophysical Model of Decision Making in an Antisaccade Task Through Variable Climbing Activity.
205-210
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- Yishai M. Elyada, David Horn:
Can Dynamic Neural Filters Produce Pseudo-Random Sequences?.
211-216
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- Hervé Frezza-Buet, Olivier Ménard:
Making Competition in Neural Fields Suitable for Computational Architectures.
217-222
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- Petro M. Gopych:
Neural Network Computations with Negative Triggering Thresholds.
223-228
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- Marc de Kamps:
A Model for Delay Activity Without Recurrent Excitation.
229-234
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- Erich L. Schulzke, Christian W. Eurich:
Neuronal Coding Strategies for Two-Alternative Forced Choice Tasks.
235-240
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- Rodrigo Sigala, Thomas Serre, Tomaso Poggio, Martin A. Giese:
Learning Features of Intermediate Complexity for the Recognition of Biological Motion.
241-246
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- Carmen Paz Suárez Araujo, Pablo Fernández López, Patricio García Báez, José Regidor García:
Study of Nitric Oxide Effect in the Hebbian Learning: Towards a Diffusive Hebb's Law.
247-253
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Special Session:
Projects in the Area of NeuroIT
- Norman U. Baier, Oscar De Feo:
Deterministic Modelling of Randomness with Recurrent Artificial Neural Networks.
255-260
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- Wolfram Erlhagen, Albert Mukovskiy, Estela Bicho, Giorgio Panin, Csaba Kiss, Alois Knoll, Hein T. van Schie, Harold Bekkering:
Action Understanding and Imitation Learning in a Robot-Human Task.
261-268
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- Simon Johnston, Girijesh Prasad, Liam P. Maguire, T. Martin McGinnity:
Comparative Investigation into Classical and Spiking Neuron Implementations on FPGAs.
269-274
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- Esben Hallundbæk Østergaard, David J. Christensen, Peter Eggenberger, Tim Taylor, Peter Ottery, Henrik Hautop Lund:
HYDRA: From Cellular Biology to Shape-Changing Artefacts.
275-281
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- Herbert Peremans, Jonas Reijniers:
The CIRCE Head: A Biomimetic Sonar System.
283-288
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- Manuel Rivas, Francisco Gomez-Rodriguez, R. Paz, Alejandro Linares-Barranco, Saturnino Vicente Diaz, D. Cascado:
Tools for Address-Event-Representation Communication Systems and Debugging.
289-296
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- Ben Torben-Nielsen, Barbara Webb, Richard E. Reeve:
New Ears for a Robot Cricket.
297-304
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- Cornelius Weber, David Muse, Mark Elshaw, Stefan Wermter:
Reinforcement Learning in MirrorBot.
305-310
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Evolutionary and Other Biological Inspirations
- Carlos Fernandes, Vitorino Ramos, Agostinho C. Rosa:
Varying the Population Size of Artificial Foraging Swarms on Time Varying Landscapes.
311-316
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- Wuhong He, Haifeng Du, Licheng Jiao, Jing Li:
Lamarckian Clonal Selection Algorithm with Application.
317-322
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- Tatsuya Hirane, Tetsuya Toryu, Hidehiro Nakano, Arata Miyauchi:
Analysis for Characteristics of GA-Based Learning Method of Binary Neural Networks.
323-329
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- Fang Liu, Lan Luo:
Immune Clonal Selection Wavelet Network Based Intrusion Detection.
331-336
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- Vladimir G. Red'ko, Oleg P. Mosalov, Danil V. Prokhorov:
Investigation of Evolving Populations of Adaptive Agents.
337-342
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- Giuseppe A. Trunfio:
Enhancing Cellular Automata by an Embedded Generalized Multi-layer Perceptron.
343-348
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- Carsten Wilks, Rolf Eckmiller:
Intelligent Pattern Generation for a Tactile Communication System.
349-356
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Self-organizing Maps and Their Applications
- Mohammed Attik, Laurent Bougrain, Frédéric Alexandre:
Self-organizing Map Initialization.
357-362
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- Vicente O. Baez-Monroy, Simon O'Keefe:
Principles of Employing a Self-organizing Map as a Frequent Itemset Miner.
363-370
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- Zouhour Neji Ben Salem, Fériel Mouria-beji, Farouk Kamoun:
Spatio-Temporal Organization Map: A Speech Recognition Application.
371-378
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- Pascual Campoy, Carlos J. Vicente:
Residual Activity in the Neurons Allows SOMs to Learn Temporal Order.
379-384
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- Francisco Flórez-Revuelta:
Ordering of the RGB Space with a Growing Self-organizing Network. Application to Color Mathematical Morphology.
385-390
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- Tetsuo Furukawa:
SOM of SOMs: Self-organizing Map Which Maps a Group of Self-organizing Maps.
391-396
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- Colin Fyfe:
The Topographic Product of Experts.
397-402
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- Emin Germen, Dogãn Gökhan Ece, Ömer Nezih Gerek:
Self Organizing Map (SOM) Approach for Classification of Power Quality Events.
403-408
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- Mikko Heikkinen, Ari Kettunen, Eero Niemitalo, Reijo Kuivalainen, Yrjö Hiltunen:
SOM-Based Method for Process State Monitoring and Optimization in Fluidized Bed Energy Plant.
409-414
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- Adrian Horzyk:
A New Extension of Self-optimizing Neural Networks for Topology Optimization.
415-420
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- Guanglan Liao, Tielin Shi, Shiyuan Liu, Jianping Xuan:
A Novel Technique for Data Visualization Based on SOM.
421-426
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- Antonio Neme, Pedro Miramontes:
Statistical Properties of Lattices Affect Topographic Error in Self-organizing Maps.
427-432
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- Patrick Rousset, Bertrand Maillet:
Increasing Reliability of SOMs' Neighbourhood Structure with a Bootstrap Process.
433-438
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Computer Vision
- Boguslaw Cyganek:
Artificial Neural Receptive Field for Stereovision.
439-445
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- Hazem M. El-Bakry:
Pattern Detection Using Fast Normalized Neural Networks.
447-454
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- Kunihiko Fukushima, Kazuya Tohyama:
Neural Network Model for Extracting Optic Flow.
455-460
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- Gao Daqi, Shangming Zhu, Wenbing Gu:
A Modular Single-Hidden-Layer Perceptron for Letter Recognition.
461-467
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- Martijn van de Giessen, Jürgen Schmidhuber:
Fast Color-Based Object Recognition Independent of Position and Orientation.
469-474
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- Stephan Hasler, Heiko Wersing, Edgar Körner:
Class-Specific Sparse Coding for Learning of Object Representations.
475-480
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- Wonil Kim, Han-Ku Lee, Seong-Joon Yoo, Sung Wook Baik:
Neural Network Based Adult Image Classification.
481-486
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- Stephan Kirstein, Heiko Wersing, Edgar Körner:
Online Learning for Object Recognition with a Hierarchical Visual Cortex Model.
487-492
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- André Maurer, Micha Hersch, Aude Billard:
Extended Hopfield Network for Sequence Learning: Application to Gesture Recognition.
493-498
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- Carlos Miravet, Francisco de Borja Rodríguez:
Accurate and Robust Image Superresolution by Neural Processing of Local Image Representations.
499-505
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- Alessio Plebe, Rosaria Grazia Domenella:
The Emergence of Visual Object Recognition.
507-512
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- Jarkko Salojärvi, Kai Puolamäki, Samuel Kaski:
Implicit Relevance Feedback from Eye Movements.
513-518
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- Cornelius Weber, Stefan Wermter:
Image Segmentation by Complex-Valued Units.
519-524
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- Anna Wilbik:
Cellular Neural Networks for Color Image Segmentation.
525-530
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- Yiyan Xue, Simon X. Yang:
Image Segmentation Using Watershed Transform and Feed-Back Pulse Coupled Neural Network.
531-536
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- Pavel S. Zvonarev, Ilia V. Apalkov, Vladimir V. Khryashchev, Andrey L. Priorov:
Adaptive Switching Median Filter with Neural Network Impulse Detection Step.
537-542
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Face Recognition and Detection
Sound and Speech Recognition
Bioinformatics
Biomedical Applications
Special Session:
Information-Theoretic Concepts in Biomedical Data Analysis
- César Estébanez, José María Valls, Ricardo Aler, Inés María Galván:
A First Attempt at Constructing Genetic Programming Expressions for EEG Classification.
665-670
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- Birgit Lessmann, Andreas Degenhard, Preminda Kessar, Linda Pointon, Michael Khazen, Martin O. Leach, Tim W. Nattkemper:
SOM-Based Wavelet Filtering for the Exploration of Medical Images.
671-676
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- Fabian J. Theis, Peter Gruber, Ingo R. Keck, Elmar Wolfgang Lang:
Functional MRI Analysis by a Novel Spatiotemporal ICA Algorithm.
677-682
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- François B. Vialatte, Andrzej Cichocki, Gérard Dreyfus, Toshimitsu Musha, Sergei L. Shishkin, Rémi Gervais:
Early Detection of Alzheimer's Disease by Blind Source Separation, Time Frequency Representation, and Bump Modeling of EEG Signals.
683-692
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Copyright © Sat May 16 23:16:12 2009
by Michael Ley (ley@uni-trier.de)
