Front matter (pp. ii–v)

Table of Contents (pp. viii–xi)

Algorithms and Learning

1.

Eduardo Gómez, Enric Farguell, Ferran Mazzanti

Increasing Boltzmann Machine Learning Speed and Accuracy with the High Order Decimation Method (pp. 3–12; abstract)

2.

Alexander Poznyak, Isaac Chairez, Tatyana Poznyak

Bounded Weights Trajectories for Neural Network State Estimation (pp. 13–24; abstract)

3.

Agustín Cabrera, Isaac Chairez, Ramón F. Miranda

Hepatitis C Viral Load Control Applying Hamilton-Jacobi And Sliding Mode Techniques (pp. 25–38; abstract)

Associative Memories

4.

David Dominguez, Eduardo Serrano, Francisco Rodriguez, Kostadin Koroutchev

Associative Memory: Information and Topology (pp. 39–48; abstract)

5.

Benjamín Cruz, Humberto Sossa, Ricardo Barrón

Alternative Algorithm for Multi-Layered Morphological Networks (pp. 49–60; abstract)

6.

Christophe Garcia, Grégoire Lefebvre

Efficient Codebooks for Visual Concept Recognition by ASSOMs Activation (pp. 61–74; abstract)

Data Analysis, Pattern Recognition and Self-Organization

7.

Luis A. Méndez, Orión F. Reyes

Analysis and Classification of Car Engine Sounds to Diagnose Failures with the Help of Neural Networks (pp. 75–86; abstract)

8.

Lalit M Patnaik, Srinivas Kumar M, Srinivasa K G, Venugopal K R, Vinay T C

Personalizing Google's Search Results using Naïve Bayesian Probabilistic Model (pp. 87–96; abstract)

9.

A. Vega, D. Andina, J. Miguel Barrón, Maria G. Cortina, Sergio Ledesma

PM10 Classification with SOM Neural Networks for Air Quality Levels Estimation (pp. 97–104; abstract)

10.

Akira Hirose, Toshio Akimitsu, Yoichi Okabe

Effect of Long-delay Connections to Realize a Self-Organization of Firing Patterns that Vary Smoothly in Spасе (pp. 105–116; abstract)

Neural Control and Robotic Application

11.

Agustín Cabrera, Isaac Chairez, Nadezhda Aguilar

Local Optimal Control Based on Neural Network Observer States (pp. 117–130; abstract)

12.

Carlos R. Mariaca, Ieroham S. Barouh, Irving P. de la Cruz

A Direct Torque Vector Neural Control of a Three Phase Induction Motor (pp. 131–140; abstract)

13.

Daniel Zaldivar, Erik Cuevas, Marco A. Pérez, Raul Rojas

Neural Network Model for Balancing a Biped Robot (pp. 141–150; abstract)

14.

Carlos R. Mariaca, Ieroham Barouh, Saul Escalante

RNN Identification and Control of Nonlinear Plants Using the Recursive Marquardt Algorithm (pp. 151–160; abstract)

15.

Bruno Lara, Juan Manuel Rendon, Marcos Capistran

Forward Models and the Prediction of Undesired Situations (pp. 161–172; abstract)

Real World Applications

16.

Andrzej Perec, Grzegorz Dzuga, Mateusz Ruzylo

The Use of Artificial Neural Networks in Modeling the High- Pressure, Suspensive Waterjet Cutting Process of Syenite (pp. 173–180; abstract)

17.

Alexander Poznyak, José H. Pérez

Physical Model-Free Observer for Nuclear Reactors using Differential Neural Networks with Sliding Mode Learning (pp. 181–194; abstract)

18.

Enrique Sierra, Hernan Grosser, Paola Britos, Ramon Garcia

Unusual Changes of Consumption Detection in Mobile Phone Users (pp. 195–204; abstract)

19.

Enrique Sierra, Fernando Salgueiro, Paola Britos, Ramon Garcia, Zulma Cataldi

Selecting Pedagogical Protocols Using SOM (pp. 205–216; abstract)

Support Vector Machines

20.

Ariel L. Garcia, Jaime Mora, Miguel González, Neil Hernández, Rodolfo E. Ibarra

Drowsy Driver Detection Using Wavelets and Support Vector Machines (pp. 217–226; abstract)

21.

Benjamín Cruz, Hermenegildo Cisneros, Ricardo Barrón

Isolated Character Recognition by using Support Vector Machines and Optimal Feature Vectors (pp. 227–236; abstract)

22.

Ariel L. Garcia, Jaime Mora, Miguel González, Neil Hernández, Rodolfo E. Ibarra

Heuristics to Reduce the Training Time of SVM Algorithm (pp. 237–248; abstract)

Vision and Image Processing

23.

José Ruiz, Osslan O. Vergara, Raúl Pinto

Performance of Lossy Image Compression Coders on Textures (pp. 249–258; abstract)

24.

Daniel Zaldivar, Erik Cuevas, Marco A. Pérez, Raul Rojas

SOFM Neural Network Texture Segmentation (pp. 259–268; abstract)

25.

Gilberto A. Apodaca, Patricia Rayón

Licence Plate Location and Recognition Using Decision Regions of Color with Genetic Algoritms and Neural Networks (pp. 269–279; abstract)

Back matter (p. 285)