Artificial Neural Networks – ICANN 2009

Local Feature Selection for the Relevance Vector Machine Using Adaptive Kernel Learning

Pages 50-59

Tzikas, Dimitris (et al.)

MINLIP: Efficient Learning of Transformation Models

Pages 60-69

Belle, Vanya (et al.)

Efficient Uncertainty Propagation for Reinforcement Learning with Limited Data

Pages 70-79

Hans, Alexander (et al.)

Optimal Training Sequences for Locally Recurrent Neural Networks

Pages 80-89

Patan, Krzysztof (et al.)

Statistical Instance-Based Ensemble Pruning for Multi-class Problems

Pages 90-99

Martínez-Muñoz, Gonzalo (et al.)

Robustness of Kernel Based Regression: A Comparison of Iterative Weighting Schemes

Pages 100-110

Brabanter, Kris (et al.)

Mixing Different Search Biases in Evolutionary Learning Algorithms

Pages 111-120

Davoian, Kristina (et al.)

Semi-supervised Learning for Regression with Co-training by Committee

Pages 121-130

Abdel Hady, Mohamed Farouk (et al.)

An Analysis of Meta-learning Techniques for Ranking Clustering Algorithms Applied to Artificial Data

Pages 131-140

Soares, Rodrigo G. F. (et al.)

Probability-Based Distance Function for Distance-Based Classifiers

Pages 141-150

Dendek, Cezary (et al.)

Constrained Learning Vector Quantization or Relaxed k-Separability

Pages 151-160

Grochowski, Marek (et al.)

Minimization of Quadratic Binary Functional with Additive Connection Matrix

Pages 161-170

Litinskii, Leonid

Mutual Learning with Many Linear Perceptrons: On-Line Learning Theory

Pages 171-180

Hara, Kazuyuki (et al.)

Synchrony State Generation in Artificial Neural Networks with Stochastic Synapses

Pages 181-190

El-Laithy, Karim (et al.)

Coexistence of Cell Assemblies and STDP

Pages 191-197

Hauser, Florian (et al.)

Controlled and Automatic Processing in Animals and Machines with Application to Autonomous Vehicle Control

Pages 198-207

Gurney, Kevin (et al.)

Multiple Sound Source Localisation in Reverberant Environments Inspired by the Auditory Midbrain

Pages 208-217

Liu, Jindong (et al.)

A Model of Neuronal Specialization Using Hebbian Policy-Gradient with “Slow” Noise

Pages 218-228

Daucé, Emmanuel

How Bursts Shape the STDP Curve in the Presence/Absence of GABAergic Inhibition

Pages 229-238

Cutsuridis, Vassilis (et al.)

Optimizing Generic Neural Microcircuits through Reward Modulated STDP

Pages 239-248

Joshi, Prashant (et al.)

Calcium Responses Model in Striatum Dependent on Timed Input Sources

Pages 249-258

Nakano, Takashi (et al.)

Independent Component Analysis Aided Diagnosis of Cuban Spino Cerebellar Ataxia 2

Pages 259-266

García, Rodolfo V. (et al.)

Hippocampus, Amygdala and Basal Ganglia Based Navigation Control

Pages 267-276

Koene, Ansgar (et al.)

A Framework for Simulation and Analysis of Dynamically Organized Distributed Neural Networks

Pages 277-286

Shaposhnyk, Vladyslav (et al.)

Continuous Attractors of Lotka-Volterra Recurrent Neural Networks

Pages 287-295

Zhang, Haixian (et al.)

Learning Complex Population-Coded Sequences

Pages 296-305

Byadarhaly, Kiran V. (et al.)

Structural Analysis on STDP Neural Networks Using Complex Network Theory

Pages 306-314

Kato, Hideyuki (et al.)

Time Coding of Input Strength Is Intrinsic to Synapses with Short Term Plasticity

Pages 315-324

Hajnal, Márton A.

Information Processing and Timing Mechanisms in Vision

Pages 325-334

Guazzini, Andrea (et al.)

Review of Neuron Types in the Retina: Information Models for Neuroengineering

Pages 335-344

Valderrama-Gonzalez, German D. (et al.)

Brain Electric Microstate and Perception of Simultaneously Audiovisual Presentation

Pages 345-355

Sittiprapaporn, Wichian (et al.)

A Model for Neuronal Signal Representation by Stimulus-Dependent Receptive Fields

Pages 356-362

Torreão, José R. A. (et al.)

Area Chip Consumption by a Novel Digital CNN Architecture for Pattern Recognition

Pages 363-372

Raschman, Emil (et al.)

Multifold Acceleration of Neural Network Computations Using GPU

Pages 373-380

Guzhva, Alexander (et al.)

Training Recurrent Neural Network Using Multistream Extended Kalman Filter on Multicore Processor and Cuda Enabled Graphic Processor Unit

Pages 381-390

Čerňanský, Michal

A Non-subtraction Configuration of Self-similitude Architecture for Multiple-Resolution Edge-Filtering CMOS Image Sensor

Pages 391-400

Takahashi, Norihiro (et al.)

Current-Mode Computation with Noise in a Scalable and Programmable Probabilistic Neural VLSI System

Pages 401-409

Lu, Chih-Cheng (et al.)

Minimising Contrastive Divergence with Dynamic Current Mirrors

Pages 410-420

Lu, Chih-Cheng (et al.)

Spiking Neural Network Self-configuration for Temporal Pattern Recognition Analysis

Pages 421-428

Rosselló, Josep L. (et al.)

Image Recognition in Analog VLSI with On-Chip Learning

Pages 429-438

Carvajal, Gonzalo (et al.)

Behavior Modeling by Neural Networks

Pages 439-448

Spaanenburg, Lambert (et al.)

Statistical Parameter Identification of Analog Integrated Circuit Reverse Models

Pages 449-458

Apolloni, Bruno (et al.)

A New FGMOST Euclidean Distance Computational Circuit Based on Algebraic Mean of the Input Potentials

Pages 459-466

Popa, Cosmin Radu

FPGA Implementation of Support Vector Machines for 3D Object Identification

Pages 467-474

Ruiz-Llata, Marta (et al.)

Reconfigurable MAC-Based Architecture for Parallel Hardware Implementation on FPGAs of Artificial Neural Networks Using Fractional Fixed Point Representation

Pages 475-484

Silva, Rodrigo Martins (et al.)

A Two Stage Clustering Method Combining Self-Organizing Maps and Ant K-Means

Pages 485-494

Souza, Jefferson R. (et al.)

Image Theft Detection with Self-Organising Maps

Pages 495-504

Prentis, Philip (et al.)

Improved Kohonen Feature Map Associative Memory with Area Representation for Sequential Analog Patterns

Pages 505-514

Shirotori, Tomonori (et al.)

Surface Reconstruction Method Based on a Growing Self-Organizing Map

Pages 515-524

Rego, Renata L. M. E. (et al.)

Micro-SOM: A Linear-Time Multivariate Microaggregation Algorithm Based on Self-Organizing Maps

Pages 525-535

Solanas, Agusti (et al.)

Identifying Clusters Using Growing Neural Gas: First Results

Pages 536-545

Rizzo, Riccardo (et al.)

Hierarchical Architecture with Modular Network SOM and Modular Reinforcement Learning

Pages 546-556

Ishikawa, Masumi (et al.)

Hybrid Systems for River Flood Forecasting Using MLP, SOM and Fuzzy Systems

Pages 557-566

Valença, Ivna (et al.)

Topographic Mapping of Astronomical Light Curves via a Physically Inspired Probabilistic Model

Pages 567-576

Gianniotis, Nikolaos (et al.)

Generalized Self-Organizing Mixture Autoregressive Model for Modeling Financial Time Series

Pages 577-586

Yin, Hujun (et al.)

Self-Organizing Map Simulations Confirm Similarity of Spatial Correlation Structure in Natural Images and Cortical Representations

Pages 587-597

Rao, A. Ravishankar (et al.)

Height Defuzzification Method on L  ∞  Space

Pages 598-607

Mitsuishi, Takashi (et al.)

An Additive Reinforcement Learning

Pages 608-617

Mori, Takeshi (et al.)

Neural Spike Suppression by Adaptive Control of an Unknown Steady State

Pages 618-627

Tamaševičius, Arūnas (et al.)

Combined Mechanisms of Internal Model Control and Impedance Control under Force Fields

Pages 628-637

Tomi, Naoki (et al.)

Neural Network Control of Unknown Nonlinear Systems with Efficient Transient Performance

Pages 638-647

Kosmatopoulos, Elias B. (et al.)

High-Order Fuzzy Switching Neural Networks: Application to the Tracking Control of a Class of Uncertain SISO Nonlinear Systems

Pages 648-657

Psillakis, Haris E.

A Guide for the Upper Bound on the Number of Continuous-Valued Hidden Nodes of a Feed-Forward Network

Pages 658-667

Tsaih, Rua-Huan (et al.)

Comparative Study of the CG and HBF ODEs Used in the Global Minimization of Nonconvex Functions

Pages 668-677

Bhaya, Amit (et al.)

On the Knowledge Organization in Concept Formation: An Exploratory Cognitive Modeling Study

Pages 678-687

Matsuka, Toshihiko (et al.)

Dynamics of Incremental Learning by VSF-Network

Pages 688-697

Kakemoto, Yoshitsugu (et al.)

Kernel CMAC with Reduced Memory Complexity

Pages 698-707

Horváth, Gábor (et al.)

Model Complexity of Neural Networks and Integral Transforms

Pages 708-717

Kůrková, Věra

Function Decomposition Network

Pages 718-727

Bodyanskiy, Yevgeniy (et al.)

Improved Storage Capacity in Correlation Matrix Memories Storing Fixed Weight Codes

Pages 728-736

Hobson, Stephen (et al.)

Multiagent Reinforcement Learning with Spiking and Non-Spiking Agents in the Iterated Prisoner’s Dilemma

Pages 737-746

Vassiliades, Vassilis (et al.)

Unsupervised Learning in Reservoir Computing: Modeling Hippocampal Place Cells for Small Mobile Robots

Pages 747-756

Antonelo, Eric A. (et al.)

Switching Hidden Markov Models for Learning of Motion Patterns in Videos

Pages 757-766

Höffken, Matthias (et al.)

Multimodal Belief Integration by HMM/SVM-Embedded Bayesian Network: Applications to Ambulating PC Operation by Body Motions and Brain Signals

Pages 767-778

Matsuyama, Yasuo (et al.)

A Neural Network Model of Metaphor Generation with Dynamic Interaction

Pages 779-788

Terai, Asuka (et al.)

Almost Random Projection Machine

Pages 789-798

Duch, Włodzisław (et al.)

Optimized Learning Vector Quantization Classifier with an Adaptive Euclidean Distance

Pages 799-806

Souza, Renata M. C. R. (et al.)

Efficient Parametric Adjustment of Fuzzy Inference System Using Error Backpropagation Method

Pages 807-816

Silva, Ivan (et al.)

Neuro-fuzzy Rough Classifier Ensemble

Pages 817-823

Korytkowski, Marcin (et al.)

Combining Feature Selection and Local Modelling in the KDD Cup 99 Dataset

Pages 824-833

Porto-Díaz, Iago (et al.)

An Automatic Parameter Adjustment Method of Pulse Coupled Neural Network for Image Segmentation

Pages 834-843

Yonekawa, Masato (et al.)

Pattern Identification by Committee of Potts Perceptrons

Pages 844-853

Kryzhanovsky, Vladimir

Is Primal Better Than Dual

Pages 854-863

Abe, Shigeo

A Fast BMU Search for Support Vector Machine

Pages 864-873

Kasai, Wataru (et al.)

European Option Pricing by Using the Support Vector Regression Approach

Pages 874-883

Andreou, Panayiotis C. (et al.)

Learning SVMs from Sloppily Labeled Data

Pages 884-893

Stempfel, Guillaume (et al.)

The GMM-SVM Supervector Approach for the Recognition of the Emotional Status from Speech

Pages 894-903

Schwenker, Friedhelm (et al.)

A Simple Proof of the Convergence of the SMO Algorithm for Linearly Separable Problems

Pages 904-912

López, Jorge (et al.)

Spanning SVM Tree for Personalized Transductive Learning

Pages 913-922

Pang, Shaoning (et al.)

Improving Text Classification Performance with Incremental Background Knowledge

Pages 923-931

Silva, Catarina (et al.)

Empirical Study of the Universum SVM Learning for High-Dimensional Data

Pages 932-941

Cherkassky, Vladimir (et al.)

Relevance Feedback for Content-Based Image Retrieval Using Support Vector Machines and Feature Selection

Pages 942-951

Marakakis, Apostolos (et al.)

Understanding the Principles of Recursive Neural Networks: A Generative Approach to Tackle Model Complexity

Pages 952-963

Chinea, Alejandro

An EM Based Training Algorithm for Recurrent Neural Networks

Pages 964-974

Unkelbach, Jan (et al.)

Modeling D st  with Recurrent EM Neural Networks

Pages 975-984

Mirikitani, Derrick Takeshi (et al.)

On the Quantification of Dynamics in Reservoir Computing

Pages 985-994

Verstraeten, David (et al.)

Solving the CLM Problem by Discrete-Time Linear Threshold Recurrent Neural Networks

Pages 995-1004

Zhang, Lei (et al.)

Scalable Neural Networks for Board Games

Pages 1005-1014

Schaul, Tom (et al.)

Reservoir Size, Spectral Radius and Connectivity in Static Classification Problems

Pages 1015-1024

Alexandre, Luís A. (et al.)