IWANN 2005
8th International Work-Conference on Artificial Neural Networks (IWANN'2005)
(Computational Intelligence and Bioinspired Systems)
8 to 10 June 2005
Vilanova i la Geltrú (Barcelona)
 
  
  

SCHEDULING

Time
Tuesday
June, 7
Wednesday
June, 8
Thursday
June, 9
Friday
June, 10
09:00
10:00
 
Invited Talk 1
Prof.Dr. Bernhard Schölkopf
Invited Talk 2
Prof.Dr. Michel Verleysen
Invited Talk 3
Prof.Dr.Ing. Ruediger Dillmann
10:00
10:30
Coffee break- Poster Session
10:30
11:50
Sessions:
1a: Learning and Adaptation–1
1b: Bio-inspired Systems
1c: Pattern Recognition-1
Sessions:
5a: Data Mining and Machine Learning
5b: Applications of ANN for remote sensing
5c: Applications-1: ICA and BSS
Sessions:
9a: Pattern Recognition–3
9b: Mathematical and Theoretical methods-3
9c: Applications–5: Power systems
12:00
13:20
Sessions:
2a: Mathematical and Theoretical Methods-1
2b: Evolutionary Computation
2c: Pattern Recognition-2
Sessions:
6a: Mathematical and Theoretical methods-2
6b: Neural Networks strategies
6c: Applications–2
Sessions:
10a: Pattern Recognition–4
10b: Novel circuits and architectures for enabling FPGA-based intelligent systems
10c: Applications–6
13:30
15:30
Lunch
15.30
17:00
Registration
Sessions
3a: Spiking Neurons: from recoding to modeling
3b: Development of ANN using evolutionary Computation
3c: Mathematical and Theoretical methods-4
Sessions
7a: Learning and Adaptation-2
7b: Applications–3
7c: Retinomorphic Systems
 
17:00
17:30
Coffee break - Poster Session
17:30
19:00
Sessions
4a: ICA and BSS
4b: Perception and Robotics
4c: Neuro-engineering
Sessions
8a: Applications–4
8b: Long Term Series Forecasting
8c: Neurocomputational formulations
21:00
Welcome reception
 
Gala dinner

PROGRAM

SESSION 1a: Learning and Adaptation – 1
Chairs:

Paper ID#
Title
Authors
9
Obtaining a complex linguistic data summaries from database based on a new linguistic aggregation operator. Page LNCS: 755 Z. Pei, Y. Du, L. Yi and Y. Xu
185
Role of Function Complexity and Network Size in the Generalization Ability of Feedforward Networks.
Page LNCS: 1
Leonardo Franco, Jose Manuel Jerez Aragones and Jose Manuel Bravo Montoya
213
Statistical Ensemble Method (SEM): a new meta-machine learning approach based on statistical techniques.
Page LNCS: 190
Andrés Yáñez Escolano, Pedro Galindo Riaño, Joaquín Pizarro Junquera and Elisa Guerrero Vázquez
247
Robust blind image watermarking with independent component analysis: an embedding algorithm.
Page LNCS: 1078
Juan José Murillo-Fuentes and Rafael Boloix-Tortosa

SESSION 1b: Bio-inspired Systems
Chairs:

Paper ID#
Title
Authors
85
Global Exponential Stability Analysis in Cellular Neural Networks with Time-Varying Coefficients and Delays.
Page LNCS: 364
Qiang Zhang, Wenbing Liu, Xiaopeng Wei and Jin Xu
173
CMOL CrossNets as Pattern Classifiers.
Page LNCS: 434
Jung Hoon Lee and Konstantin K. Likharev
206
Characterizing Self-Developing Biological Neural Networks: A First Step Towards their Application to Computing Systems.
Page LNCS: 301
H. Berry and O. Temam

SESSION 1c: Pattern Recognition - 1
Chairs:

Paper ID#
Title
Authors
75
Co-Evolutionary Learning of Liquid Architectures.
Page LNCS: 238
Igal Raichelgauz, Karina Odinaev and Yehoshua Y. Zeevi
176
Biometric Hand Recognition using Neural Networks.
Page LNCS: 1142
Francisco Martínez , Carlos Orrite and Elías Herrero
216
Fast Classification with Neural Networks via Confidence Rating.
Page LNCS: 608
Jerónimo Arenas-García, Vanessa Gómez-Verdejo, Sergio Muñoz-Romero, Manuel Ortega-Moral and Aníbal R. Figueiras-Vidal
231
ARGEN + AREPO: Improving the Search Process with Artificial Genetic Engineering.
Page LNCS: 624
Agustín León Barranco and Carlos A. Reyes García

SESSION 2a: Mathematical and Theoretical Methods - 1
Chairs:

Paper ID#
Title
Authors
38
Lamarckian Clonal Selection Algorithm based function optimization.
Page LNCS: 89
W. He, H. Du, L. Jiao and J. Li
225
Deriving cortical maps and elastic nets from topology-preserving maps.
Page LNCS: 317
Valery Tereshko
158
Efficient Design of Fixed Point Digital FIR Filters by Using Differential Evolution Algorithm.
Page LNCS: 795
Valery Tereshko
128
Stability Results for Cellular Neural Networks with Time Delays.
Page LNCS: 356
Daniela DANCIU and Vladimir RASVAN

SESSION 2b: Evolutionary Computation
Chairs:

Paper ID#
Title
Authors
12
Combining ant colony optimization with dynamic programming for solving the k-cardinality tree problem. Page LNCS: 25 Christian Blum and Maria Blesa
45
Memetic Algorithms to Product-Unit Neural Networks for Regression.
Page LNCS: 81
Francisco J. Martínez Estudillo, César Hervás Martínez, Alfonso C. Martínez Estudillo and Domingo Ortiz Boyer
109
Designing a control system for an autonomous robot using an evolutionary algorithm.
Page LNCS: 669
P.A. Castillo, G. Romero, M.G. Arenas, J.J. Merelo and A. Prieto
68
A Comparison of Evolutionary Approaches to the Shortest Common Supersequence Problem.
Page LNCS: 49
Carlos Cotta

SESSION 2c: Pattern Recognition -2
Chairs:

Paper ID#
Title
Authors
105
Selection of Weights for Sequential Feed-forward Neural Networks: An Experimental Study.
Page LNCS: 222
Enrique Romero
182
Multilayer Perceptrons applied to Traffic Sign Recognition tasks.
Page LNCS: 848
Raúl Vicen Bueno, Roberto Gil Pita, Manuel Rosa Zurera, Manuel Utrilla Manso and Francisco López Ferreras
253
Connections between ICA and sparse coding revisited. Page LNCS: 1014 Susana Hornillo-Mellado, Rubén Martín-Clemente, and Juan M. Górriz-Sáez
29
A Hybridization of Simulated Annealing and Local PCA for Automatic Component Assignment within ICA.
Page LNCS: 1054
M. Böhm, K. Stadlthanner, E.W. Lang, A.M. Tomé, A.R. Teixeira, F.J. Theis, C.G. Puntonet


SESSION 3a: Spiking Neurons: from recoding to modeling
Chairs:

Paper ID#
Title
Authors
46
Spiking Neurons Computing platform.
Page LNCS: 458
E. Ros, E. M. Orticosa, R. Agis, R. R. Carrillo, A. Prieto and M. Arnold
47
Lookup Table Powered Neural Event-Driven Simulator. Page LNCS: 166 Richard R. Carrillo, Eduardo Ros, Eva M. Ortigosa, Boris Barbour and Rodrigo Agís
110
A Computational Tool to test Neuromorphic Encoding Schemes for Visual Neuroprostheses.
Page LNCS: 498
Christian A. Morillas, Samuel F. Romero, Antonio Martinez, Francisco J. Pelayo and Eduardo Fernández
189
Instability of attractors in auto--associative networks with bio--inspired, fast synaptic noise.
Page LNCS: 159
Joaquin J. Torrres, Jesus M. Cortes and Joaquin Marro
240
Modeling synaptic transmission and quantifying information transfer in the granular layer of the cerebellum. Page LNCS: 105 E. D'Angelo, T. Nieus, M. Bezzi, A. Arleo and O. J-M.D. Coenen

SESSION 3b: Development of ANN using evolutionary Computation
Chairs:

Paper ID#
Title
Authors
156
Simultaneous Evolution of Neural Network Topologies and Weights for Classification and Regression.
Page LNCS: 57
Miguel Rocha, Paulo Cortez and José Neves
178
Using a Mahalanobis-like distance to train Radial Basis Neural Networks.
Page LNCS: 254
J. M. Valls, R. Aler and O. Fernández
193
Time Series Forecast with Anticipation using Genetic Programming.
Page LNCS: 950
Daniel Rivero, Juan R. Rabuñal, Julian Dorado and Alejandro Pazos
195
Diversity and Multimodal Search with a Hybrid Two-Population GA: An Application to ANN development.
Page LNCS: 372
Juan R. Rabuñal, Julián Dorado, Marcos Gestal and Nieves Pedreira
217
Artificial Neural Networks based on Brain Circuits Behaviour and Genetic Algorithms.
Page LNCS: 97
Ana Belén Porto Pazos, Alejandro Pazos Sierra and Alfonso Araque

SESSION 3c: Mathematical and Theoretical methods -4
Chairs:

Paper ID#
Title
Authors
157
Cooperative Bees Swarm for solving the Maximum Weighted Satisfiability Problem.
Page LNCS: 309
H. Drias, S.Sadeg and Y. Safa
136
Average Time Complexity of Estimation of Distribution Algorithms.
Page LNCS: 41
C. González, A. Ramírez, J. A. Lozano and P. Larrañaga
101
Web Usage Mining Using Support Vector Machine.
Page LNCS: 340
Sung-Hae Jun
174
Multi-kernel Growing Support Vector Regressors.
Page LNCS: 348
David Gutiérrez-González, Emilio Parrado-Hernández and Angel Navia-Vázquez

SESSION 4a: ICA and BSS
Chairs:

Paper ID#
Title
Authors
54
Voice Activity detection Based on HOS.
Page LNCS: 819
J.M. Gorriz, J. Ramirez, J.C. Segura and S. Hornillo
62
An ICA approach to detect functionally different intra-regional neuronal signals in MEG data.
Page LNCS: 1062
Giulia Barbati, Camillo Porcaro, Filippo Zappasodi and Franca Tecchio
184
Evolution of cooperating ANNs through functional phenotypic affinity.
Page LNCS: 324
F. Bellas, J.A Becerra and R.J. Duro
187
Clustering of Signals Using Incomplete Independent Component Analysis.
Page LNCS: 1046
Ingo R. Keck, Elmar W. Lang, Salua Nassabay and Carlos G. Puntonet
197
Extended Sparse Nonnegative Matrix Factorization.
Page LNCS: 246
Kurt Stadlthanner, Fabian Theis, Carlos G. Puntonet and Elmar W. Lang

SESSION 4b: Perception and Robotics
Chairs:

Paper ID#
Title
Authors
190
Highly modular architecture for the general control of autonomous robots.
Page LNCS: 693
R. A. Tellez, C. Angulo and D. E. Pardo
63
Modelling perceptual discrimination.
Page LNCS: 632
J. Aisbett, J. T. Townsend and G. Gibbon
98
Memory retrieval in a neural network with chaotic neurons and dynamic synapses.
Page LNCS: 640
Zhijie Wang and Hong Fan
154
Using PSOMs to learn inverse kinematics through virtual decomposition of the robot.
Page LNCS: 685
Vicente Ruiz de Angulo and Carme Torras
32
Vision Based Walking Parameter Estimation for Biped Locomotion Imitation.
Page LNCS: 661
J. P. Bandera, C. Zhou and F. Sandoval

SESSION 4c: Neuro-engineering
Chairs:

Paper ID#
Title
Authors
150
On the Design of a Parallel Genetic Algorithm based on a Modified Survival Method for Evolvable Hard.
Page LNCS: 530
D.S. Kim, H.S. Kim, Y.S. Lee and D.J. Chung
123
Analog VLSI Implementation of Adaptive Synapses in Pulsed Neural Networks.
Page LNCS: 422
Tim Kaulmann, Markus Ferber, Ulf Witkowski and Ulrich Rückert
249
Interfacing with patterned in vitro neural networks by means of hybrid glass-elastomer neurovectors: progress on neuron placement, neurite outgrowth and biopotential measurements.
Page LNCS: 420
Enric Claverol-Tinturé, Xavier Rosell and Joan Cabestany
169
An FPGA-Based Adaptive Fuzzy Coprocessor.
Page LNCS: 574
Antonio Di Stefano and Costantino Giaconia

SESSION 5a: Data Mining and Machine Learning

Paper ID#
Title
Authors
115
Induction of decision trees using an internal control of induction.
Page LNCS: 779
Gonzalo Ramos-Jiménez, José del Campo-Ávila and Rafael Morales-Bueno
116
Bias and Variance of Rotation-based Ensembles.
Page LNCS: 763
J. J. Rodriguez, C. J. Alonso and O.J. Prieto
129
Comparative Assessment of the Robustness of Missing Data Imputation through Generative Topographic Mapping.
Page LNCS: 771
Iván Olier and Alfredo Vellido
234
An approache to Reduce the Cost of Evaluation in Evolutionary Learning.
Page LNCS: 787
R. Giraldez, N. Diaz-Diaz, I. Nepomuceno and J. S. Aguilar-Ruiz
180
Heuristic Search over a Ranking for Feature Selection. Page LNCS: 725
Roberto Ruiz, José C. Riquelme and Jesús S. Aguilar-Ruiz

SESSION 5b: Applications of ANN for remote sensing

Paper ID#
Title
Authors
93
A gradient descent MRI illumination correction algorithm. Page LNCS: 896
Maite Garcia, Elsa Fernandez, Manuel Graña and Francisco Javier Torrealdea
192
Considering Multidimensional Information through Vector Neural Networks.
Page LNCS: 17
J. L. Crespo and R. J. Duro
236
Neural Network Based 3D Model Reconstruction with Highly Distorted Stereoscopic Sensors.
Page LNCS: 647
W. Wang , B. Xia, Q. Guan and S. Chen
237
A Comparison of Gaussian Based ANNs for the Classification of Multidimensional Hyperspectral Signals. Page LNCS: 811
Abraham Prieto, Francisco Bellas, Richard Duro and Fernando López

SESSION 5c: Applications -1: ICA and BSS

Paper ID#
Title
Authors
183
Analysis of Variance of Three Contrast Functions in a Genetic Algorithm for Non-linear Blind Source.
Page LNCS: 1022
Fernando Rojas, Juan Manuel Górriz and Olga Valenzuela
251
Robust Processing of Microarray Data by Independent Component Analysis.
Page LNCS: 1030
Francisco Díaz, Raul Malutan, Pedro Gómez, Victoria Rodellar and Carlos G. Puntonet
254
Filtering-free blind separation of correlated images.
Page LNCS: 1070
Frédéric Vrins, John A. Lee and Michel Verleysen
244
Matched filter as pre-processing tool for Multi-user detection in DS-CDMA system.
Page LNCS: 827
Otman Chakkor, Carlos G. Puntonet, Begoña Pino and Juan Manuel Gorriz

SESSION 6a: Mathematical and Theoretical methods - 2

Paper ID#
Title
Authors
186
An Evolutionary Environment for wind turbine blade design.
Page LNCS: 1166
V. Diaz, F. Lopez Peña, A. Lamas and R.J. Duro
191
Applying bio-inspired techniques to the p-median problem.
Page LNCS: 65
Enrique Dominguez and Jose Muñoz
209
Optimal Strategy for Resource Allocation of Two-Dimensional Potts Model using Genetic Algorithm.
Page LNCS: 73
W. Keung and K. Yip
143
Manifold Constrained Finite Gaussian Mixtures.
Page LNCS: 803
Cédric Archambeau and Michel Verleysen

SESSION 6b: Neural Networks strategies

Paper ID#
Title
Authors
107
Multi-Modeling: a Different Way to Design Intelligent Predictors.
Page LNCS: 958
Kurosh Madani, Lamine Thiaw, Rachid Malti and Gustave Sow
220
Ensembles of Multilayer Feedforward: Some New Results. Page LNCS: 590
J. Torres-Sospedra, C. Hernandez-Espinosa and M. Fernandez-Redondo
133
Input and Structure Selection for k-NN Approximator.
Page LNCS: 966
Antti Sorjamaa, Nima Reyhani and Amaury Lendasse
248
Neural network modeling by subsampling.
Page LNCS: 198
Michele La Rocca and Cira Perna

SESSION 6c: Applications – 2

Paper ID#
Title
Authors
201
Explorative Data Analysis Based on Self- Organizing Maps and Automatic Map Analysis.
Page LNCS: 709
Marc Franzmeier, Ulf Witkowski and Ulrich Rückert
211
Exploiting Multitask Learning Schemes using Private Subnetworks.
Page LNCS: 230
Pedro J. García-Laencina, Aníbal R. Figueiras-Vidal, Jesús Serrano-García and José-Luis Sancho-Gómez
135
Shape classification algorithm using support vector machines for traffic sign recognition.
Page LNCS: 856
Pedro Gil Jiménez, Sergio Lafuente Arroyo, Saturnino Maldonado Bascón and Hilario Gómez Moreno
36
Nonlinear Robust Identification with GA. FPS under Several Norms Simultaneously.
Page LNCS: 974
J. M. Herrero, X. Blasco, M. Martínez and C. Ramos

SESSION 7a: Learning and Adaptation – 2

Paper ID#
Title
Authors
137
Adaptive Load Frequency Control with Dynamic Fuzzy Networks in Power Systems.
Page LNCS: 1086
Y. Oysal, A. Serdar and E. Koklukaya
228
Hierarchical Neuro-Fuzzy Models based on Reinforcement Learning for Intelligent Agents.
Page LNCS: 412
Karla Figueiredo, Marley Vellasco and Marco Pacheco
144
A Dynamically-Reconfigurable FPGA Platform for Evolving Fuzzy Systems.
Page LNCS: 557
Grégory Mermoud, Andres Upegui, Carlos-Andres Peña-Reyes and Eduardo Sanchez
194
Multichannel Blind Signal Separation in Semiconductor-based GAS Sensor Arrays.
Page LNCS: 1038
Guillermo Bedoya, Sergi Bermejo and Joan Cabestany
159
Balanced Boosting with Parallel Perceptrons.
Page LNCS: 206
I. Cantador and J.R. Dorronsoro

SESSION 7b: Applications – 3

Paper ID#
Title
Authors
13
A New Fuzzy Approach for Edge Detection.
Page LNCS: 926
Yasar Becerikli and Tayfun M. Karan
15
Biometric identification by means of hand geometry and a neural net classifier.
Page LNCS: 1150
M. Faundez-Zanuy and G.M. Navarro
16
Study of a committee of neural networks for biometric hand-geometry recognition.
Page LNCS: 1158
Marcos Faundez-Zanuy
74
Fuzzy logic system for students' evaluation.
Page LNCS: 1222
J. A. Montero, R.M. Alsina, J. A. Morán and M. Cid
152
Sequential PN acquisition scheme based on a fuzzy logic controller.
Page LNCS: 1214
R. M. Alsina, J. A. Morán and J. C. Socoró

 

SESSION 7c: Retinomorphic Systems

Paper ID#
Title
Authors
149
Inter-Spike-Intervals analysis of Poisson like Hardware Synthetic AER Generation.
Page LNCS: 466
A. Linares-Barranco, M. Oster, D. Cascado, G. Jimenez, A. Civit and B. Linares-Barranco
165
Test Infrastructure for Address-Event-Representation Communications.
Page LNCS: 506
R. Paz, F. Gomez-Rodriguez, M. A. Rodriguez, A. Linares-Barranco, G. Jimenez and A. Civit
170
Automatic generation of bio-inspired retina–like processing hardware.
Page LNCS: 514
A. Martínez, L. M. Reyneri, F. J. Pelayo, S. F. Romero, C. A. Morillas and B. Pino
177
Two Hardware Implementation of Exhaustive Synthetic AER Generation Method.
Page LNCS: 522
F. Gomez-Rodriguez, R. Paz, L. Miro, A. Linares-Barranco, G. Jimenez and A. Civit
238
Fast Optoelectronic Neural Network for Vision Applications.
Page LNCS: 490
Marta Ruiz-Llata and Horacio Lamela

SESSION 8a: Applications – 4

Paper ID#
Title
Authors
7
A Novel Optimization of Profile HMM by a Hybrid Genetic Algorithm.
Page LNCS: 717
Lifang Liu, Hongwei Huo and Baoshu Wang
17
Intrinsic Dimensionality Maps with the PCASOM.
Page LNCS: 733
E. López-Rubio, J. M. Ortiz-de-Lazcano-Lobato, M.C. Vargas-González and J. M. Lopez-Rubio
51
The use of Bayesian Networks for subgrouping.
Page LNCS: 1118
A. Ouali, A. Ramdane and M.-O. Krebs
168
Graph Partitioning via Recurrent Multivalued Neural Networks.
Page LNCS: 1127
E. Mérida-Casermeiro and D. Lópe- Rodríguez

SESSION 8b: Long Term Series Forecasting

Paper ID#
Title
Authors
126
Input Selection for Long-term Prediction of Time Series. Page LNCS: 982
Jaakko Hollmen and Amaury Lendasse
145
Direct and Recursive Prediction of Time Series Using Mutual Information Selection.
Page LNCS: 990
Y. Ji, J. Hao, N. Reyhani and A. Lendasse
245
TaSe model for Long Term Time Series Forecasting.
Page LNCS: 1006
L. J. Herrera, H. Pomares, I. Rojas and A. Guillén
162
Load Forecasting using Fixed-Size Least Squares Support Vector Machines.
Page LNCS: 998
Marcelo Espinoza, Johan Suykens and Bart De Moor

SESSION 8c: Neurocomputational formulations

Paper ID#
Title
Authors
104
The after-hyperpolarization amplitude and the rise time constant of IPSC affect the synchronization.
Page LNCS: 113
Angelo Di Garbo, Alessandro Panarese, Michele Barbi and Santi Chillemi
130
A model of spiking-bursting neuronal behavior using a piecewise linear two-dimensional map.
Page LNCS: 129
Carlos Aguirre, Doris Campos, Pedro Pascual and Eduardo Serrano
60
Knowledge Extraction from Neural Networks using the All-Permutations Fuzzy Rule Base: the LED Display Recognition Problem.
Page LNCS: 1198
Eyal Kolman and Michael Margaliot
106
Modeling Neural Processes in Lindenmayer Systems. Page LNCS: 143 C. C. Martin-Vide and T.0. Ishdorj
57
TiViPE Simulation of a Cortical Crossing Cell Model.
Page LNCS: 121
Tino Lourens and Emilia Barakova

SESSION 9a: Pattern Recognition – 3

Paper ID#
Title
Authors
48
Layered Network Computations by Parallel Nonlinear Processing.
Page LNCS: 598
N. Ishii, T. Deguchi and H. Sasaki
67
Face Recognition with Improved Pairwise Coupling Support Vector Machines.
Page LNCS: 910
Huaqing Li, Feihu Qi and Shaoyu Wang
166
Face Recognition System based on PCA and Feedforward Neural Networks.
Page LNCS: 918
Alaa Eleyan and Hasan Demirel
167
Cascade ensembles.
Page LNCS: 582
N. García-Pedrajas, D. Ortiz-Boyer, R. del Castillo-Gomariz and C. Hervás-Martínez

SESSION 9b: Mathematical and Theoretical methods - 3

Paper ID#
Title
Authors
58
Robustness of Radial Basis Functions.
Page LNCS: 261
Ralf Eickhoff and Ulrich Rückert
203
Improving Clustering Technique for Functional Approximation Problem using Fuzzy Logic: ICFA algorithm.
Page LNCS: 269
A. Guillén, I. Rojas, J. González, H. Pomares and L. J. Herrera, O. Valenzuela and A. Prieto
208
Clustering-Based TSK Neuro-Fuzzy Model for Function Approximation with Interpretable Sub-models.
Page LNCS: 388
L. J. Herrera, H. Pomares, I. Rojas, A. Guillén, J. González and M. Awad

SESSION 9c: Applications – 5: Power systems

Paper ID#
Title
Authors
71
Use of ANN in a Research Reactor Power Fuzzy Controller.
Page LNCS: 1110
J.S. Benitez-Read, D. Ruan, J.A. Ruiz-Enciso, R. López-Callejas and J.O. Pacheco-Sotelo
214
Complex Behaviours through Modultion in Autonomous Robot Control.
Page LNCS: 701

J. A. Becerra, F. Bellas, J. Santos and R. J. Duro
91
Fault fuzzy rule extraction from AC motors by neuro-fuzzy models.
Page LNCS: 1094
G. I. Sainz, R. Garcia and M. J. Fuente
113
Adaptive Power System Stabilizer Using ANFIS and Genetic Algorithms.
Page LNCS: 1102
Jesús Fraile-Ardanuy and Pedro J. Zufiria Zatarain

SESSION 10a: Pattern Recognition – 4

Paper ID#
Title
Authors
160
A Practical License Plate Recognition System for Real-Time environments.
Page LNCS: 864
Cemil Oz and Fikret Ercal
222
Robust Growing Hierarchical Self Organizing Map.
Page LNCS: 332
S. Moreno, H. Allende, C. Rogel and R. Salas
229
Linguistic Properties Based On American Sign Language Recognition with Artificial Neural Network Using a Sensory Glove and Motion Tracker.
Page LNCS: 1174
Cemil Oz and Ming C. Leu
111
Characterization and synthesis of objects using Growing Neural Gas.
Page LNCS: 616
J. García, F. Flórez, J. M. García and A. Hernández

SESSION 10b: Novel circuits and architectures for enabling FPGA-based intelligent systems

Paper ID#
Title
Authors
84
A Quaternary CLB Design Using Quantum Device Technology on Silicon for FPGA Neural Network Architectures.
Page LNCS: 549
P.M. Kelly, T.M. McGinnity, L.P. Maguire and L.J. McDaid
97
Using Kolmogorov Inspired Gates for Low Power Nanoelectronics.
Page LNCS: 426
Valeriu Beiu, Artur Zawadzki, Razvan Andonie and Snorre Aunet
212
Ultra Low-Power Neural Inspired Addition: When Serial Might Outperform Parallel Architectures.
Page LNCS: 474
Asbjørn Djupdal, Snorre Aunet and Valeriu Beiu
215
An asynchronous 4-to-4 AER mapper.
Page LNCS: 482
H. Kolle Riis and Ph. Häfliger
226
A Novel Approach for the Implementation of Large Scale Spiking Neural Networks on FPGA Hardware.
Page LNCS: 541
B. Glackin, T.M. McGinnity, L.P. Maguire, Q.X. Wu, A. Belatreche

SESSION 10c: Applications – 6

Paper ID#
Title
Authors
100
Fault Detection and Prediction of Clocks and Timers Based on Computer Audition and Probabilistic Neural Networks.
Page LNCS: 934
S.Y. Chen, C. Y. Yao, G. Xiao, Y. S. Ying and W.L. Wang
246
Long Term Prediction of Product Quality in a Glass Manufacturing Process Using a Kernel Based Approach. Page LNCS: 942
T. Jung, L. J. Herrera and B. Schoelkopf
200
A Competitive-based Method for Determining the Number of Groups: A Clinical Application.
Page LNCS: 1190
F. Vico, I. López, S. Cabello, F. Veredas, Y. Seamari, J. Farfán and G. García-Herrera
19
A Robust Multiple Feature Approach To Endpoint Detection In Car Environment Based On Advanced Classifiers.
Page LNCS: 832
C. Comas, Enric Monte-Moreno and Jordi Solé-Casals

POSTER SESSION 1

Paper ID#
Title
Authors
163
Application of ANOVA to a Cooperative-Coevolutionary Optimization of RBFNs.
Page LNCS: 293
A. J. Rivera, I. Rojas and J. Ortega
241
A basic approach to reduce the complexity of a self-generated fuzzy rule-table for function approximation by use of symbolic interpolation.
Page LNCS: 33
G. Rubio and H. Pomares
73
Input Variable Selection in Hierarchical RBF Networks. Page LNCS: 277 Mohammed Awad, H. Pomares, L.J. Herrera and A. Prieto
124
Genetically Optimized Hybrid Fuzzy Neural Networks with the Aid of TSK Fuzzy Inference Rules and Polynomial Neural Networks.
Page LNCS: 396
S.K. Oh, W. Pedrycz, H.K. Kim and Y.K. Kim
125
IG-based Genetically Optimized Fuzzy Polynomial Neural Networks.
Page LNCS: 404
S.K. Oh, S.B. Roh, W. Pedrycz and J.B. Lee
164
Smart Sensing with Adaptive Analog Circuits.
Page LNCS: 450
G. Zatorre, N. Medrano, S. Celma, B. Martin-del-Brio and A. Bono
121
Identification of Fuzzy Systems with the Aid of Genetic Fuzzy Granulation.
Page LNCS: 380
S. K. Oh, K. J. Park, Y. S. Kim and T.C. Ahn

POSTER SESSION 2

Paper ID#
Title
Authors
25
Pruning Neural Networks for a two-link Robot Control System.
Page LNCS: 677
Jie Ni and Qing Song
72
Approximating I/O data using Radial Basis Functions: A new clustering-based approach.
Page LNCS: 285
M. Awad, H. Pomares, L.J. Herrera , J. González, A. Guillén and F. Rojas
239
Real-Time Spiking Neural Network: An Adaptive Cerebellar Model.
Page LNCS: 135
C. Boucheny , R.Carrillo , E. Ros and O. J-M.D. Coenen
138
A Reinforcement Learning Algorithm using Temporal Difference Error in Ant Model.
Page LNCS: 214
SeungGwan Lee, TaeChoong Chung
1
Matching Algorithm for Hangul Recognition Based on PDA. Page LNCS: 872 H.G. Kim, Y.H. Kim and J.G. Jeong
70
Crack Detection in Wooden Pallets Using the Wavelet Transform of the Histogram of Connected Elements.
Page LNCS: 1182
M.A. Patricio, D. Maravall, L. Usero and J. Rejón
90
Block LDA for face recognition.
Page LNCS: 880
V. D. Minh and S. Lee

POSTER SESSION 3

Paper ID#
Title
Authors
242
FPGA implementation of Hopfield networks for systems identification.
Page LNCS: 566
H. Boumeridja, M. Atencia, G. Joya and F. Sandoval
188
Image processing with CNN in a FPGA-based augmented reality system for visually impaired people.
Page LNCS: 888
F. J. Toledo, J. J. Martínez, F. J. Garrigós and J. M. Fernández
81
Dynamical Random Neural Network Approach to a Problem of Optimal Resource Allocation.
Page LNCS: 1135
Z. Yong-Jun, S. Don-chuan, W. Jian-jun
44
Controlling Force Based on Radial Fuzzy Functions in High-Speed Machining Processes.
Page LNCS: 1206
R. Haber-Guerra, Rodolfo Haber-Haber and J.R. Alique
89
Multifractal analysis of electroencephalogram time series in humans.
Page LNCS: 904
I.H. Song, S.M. Lee, I.-Y. Kim, D.S. Lee and S. I. Kim
103
Canonical Correlation Analysis Using for DOA Estimation of Multiple Audio Sources.
Page LNCS: 840
Gaoming Huang, Luxi Yang and Zhenya He
142
Analysis of the Sanger Hebbian Neural Network.
Page LNCS: 9
J. A. Berzal and P. J. Zufiria
202
Evolutionary Design of a Brain-Computer Interface.
Page LNCS: 653
Gustavo Romero, M.G. Arenas, P.A. Castillo and J.J. Merelo
52
Modeling Stimulus Equivalence with Multi Layered Neural Networks.
Page LNCS: 151
Hiroyuki Okada, Masamichi Sakagami and Hiroshi Yamakawa