From embryonics to poetic machines

D. Mange, A. Stauffer, G. Tempesti, Christof Teuscher

A field-programmable conductance array IC for biological neurons modeling

V. Douence, S. Renaud-Le Masson, Sylvain Saïghi , G. Le Masson

Parametric neurocontroller for positioning of an anthropomorfic finger based on an oponent driven-tendon transmission system

J. I. Mulero, Jaime Feliu Batlle, Juan López Coronado

Simultaneous parallel processing of object and positionby temporal correlation

L. F. Lago Fernández, G. Deco

Curved kernel neural network for functions approximation

P. Bourret, B. Pelletier

Extension of HUMANN for dealing with noise and with classes of different shape and size: A parametric study

Patricio García Báez , Carmen Paz Suárez Araujo , P. Fernández López

Neyman-Pearson neural detectors

Diego Andina de la Fuente , J. L. Sanz González

Optimal genetic representation of complete strictly-layered feedforward neural networks

S. Raptis, S. Tzafestas, H. Karagianni

Analyzing Boltzmann machine parameters for fast convergence

F. J. Salcedo, J. Ortega, A. Prieto

Wood texture analysis by combining the connected elements histogram and artificial neural networks

Miguel Ángel Patricio Guisado , Darío Maravall Gómez-Allende

Analysis on the viewpoint dependency in 3-d object recognition by support vector machines

T. Hayasaka, E. Ohnishi, Shigeki Nakauchi, S. Usui

A growing cell neural network structure for off-line signature recognition

Karina Toscano Medina, G. Sanchez Perez, Mariko Nakano Miyatake, Héctor Pérez Meana

Self-organizing map for hyperspectral image analysis

P. Martínez, Pedro Luis Aguilar Mateos, R. M. Pérez, M. Linaje, Juan Carlos Preciado Rodríguez , A. Plaza

Image restoration using neural networks

S. Ghennam, K. Benmahammed

Image quality enhancement for liquid bridge parameter estimation with DTCNN

M. A. Jaramillo, J. Álvaro Fernández, José María Montanero Fernández , Fernando Zayas Hinojosa

Analyzing wavelets components to perform face recognition

P. Isasi, M. Velasco, J. Segovia

Partial classification in speech recognition verification

Gustavo Adolfo Hernandez Abrego, I. Torres Sánchez

A comparative study of ICA filter structures learnt from natural and urban images

C. Ziegaus, E. W. Lang

Neural networks for image restoration from the magnitude of its Fourier transform

A. Burian, J. Saarinen, P. Kuosmanen

Can ICA help classify skin cancer and benign lesions?

C. Mies, C. Bauer, G. Ackermann, W. Bäumler, C. Abels, C.G. Puntonet, M. Rodríguez Alvarez, E. W. Lang

Some examples for solving clinical problems using neural networks

A. J. Serrano, Emilio Soria Olivas , Gustavo Camps Valls , J. D. Martín, N. V. Jiménez

Feature selection, ranking of each feature and classification for the diagnosis of community acquired legionella pneumonia

E. Monte, Jordi Solé Casals , J.A. Fiz, N. Sopena

A multi layer perceptron approach for predicting and modeling the dynamical behavior of cardiac ventricular repolarisation

R. El Dajani, M. Miquel, P. Rubel

An auto-learning system for the classification of fetal heart rate decelerative patterns

Bertha Guijarro-Berdiñas , Amparo Alonso Betanzos , Óscar Fontenla Romero , O. García Dans, Noelia Sánchez-Maroño

Evolving brain structures for robot control

F. Pasemann, U. Steinmetz, M. Hülse, B. Lara

An application of fuzzy state automata: Motion control of an hexapod walking machine

D. Morano, L. M. Reyneri

Reactive navigation using reinforment learning techniques in situations of POMDPs

P. Puliti, G. Tascini, A. Montesanto

Topological maps for robot’s navigation: A conceptual approach

Félix de la Paz López , J. R. Álvarez Sánchez

Incorporating perception-based information in reinforcement learning using computing with words

C. Zhou, Y. Yang, X. Jia

Learning to predict variable-delay rewards and its role in autonomous developmental robotics

A. Pérez Uribe, M. Courant

Sequence learning in mobile robots using avalanche neural networks

Gabriel Quero, C.-C. Chang

Towards an on-line neural conditioning model for mobile robots

E. Sahin

Improving biological sequence property distances using a genetic algorithm

O.M. Pérez Rivera, F. J. Marin, O. Trelles

Classification of specular object based on statistical learning theory

T. S. Yun

Early detection and diagnosis of faults in an AC motor using neuro fuzzy techniques: FasArt+ fuzzy k nearest neighbors

J. Juez, G.I. Sáinz , Eduardo Julio Moya de la Torre, José Ramón Perán González

Using artificial neural network to define fuzzy comparators in FSQL with the criterion of some decision-maker

R. Carrasco, J. Galindo, A. Vila

Blind source separation in the frequency domain: A novel solution to the amplitude and the permutation indeterminacies

A. Dapena, L. Castedo

Inaccessible parameters monitoring in industrial environment: A neural based approach

K. Madani, I. Berechet

Real-time wavelet transform for image processing on the cellular neural network universal machine

V. M. Preciado

Design of a pre-processing stage for avoiding the dependence on TSNR of a neural radar detector

María del Pilar Jarabo Amores , Manuel Rosa Zurera , Francisco López Ferreras

Inference of stochastic regular languages through simple recurrent networks with time dealys

G. A. Casañ, M. A. Castaño

Character feature extraction using polygonal projection sweep (contour detection)

R. J. Rodrigues, G. K. Vianna, A. C. G. Thomé

Electric power system’s stability assessment and online-provision of control actions using self-organizing maps

C. Leder, Christian Rehtanz

Hybrid framework for neuro-dynamic programming application to water supply networks

M. Damas, M. Salmerón, J. Ortega, G. Olivares

Neural classification and “traditional” data analysis: An application to households’ living conditions

S. Ponthieux, M. Cottrell

Nonlinear vectorial prediction with neural nets

Marcos Faúndez Zanuy

Adaptive ICA with order statistics in multidmensional scenarios

Y. Blanco, S. Zazo, José Manuel Páez Borrallo

The minimum entropy and cumulants based contrast functions for blind source extraction

S. Cruces, A. Cichocki, Sh. I. Amari

Blind source separation in convolutive mixtures: A hybrid approach for colored sources

F. Abrard, Y. Deville

The problem of overlearning in high-order ICA approaches: Analysis and solutions

J. Särelä, R. Vigário

Separating convolutive mixtures by mutual information minimization

M. Babaie Zadeh, Christian Jutten, K. Nayebi