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IWANN 2001: Granada, Spain - Volume 2
- José Mira, Alberto Prieto:
Bio-inspired Applications of Connectionism, 6th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2001 Granada, Spain, June 13-15, 2001, Proceedings, Part II. Lecture Notes in Computer Science 2085, Springer 2001, ISBN 3-540-42237-4
Bio-inspired Systems and Engineering
- Daniel Mange, André Stauffer, Gianluca Tempesti, Christof Teuscher:
From Embryonics to POEtic Machines. 1-13 - Leonardo Maria Reyneri:
Design and Codesign of Neuro-Fuzzy Hardware. 14-30 - Vincent Douence, Sylvie Renaud-Le Masson, Sylvain Saïghi, Gwendal Le Masson:
A Field-Programmable Conductance Array IC for Biological Neurons Modeling. 31-38 - Héctor Fabio Restrepo, Daniel Mange:
A 2-by-n Hybrid Cellular Automaton Implementation Using a Bio-Inspired FPGA. 39-46 - Juan Ignacio Mulero Martínez
, Jorge Feliú Batlle, Juan López Coronado:
Parametric Neurocontroller for Positioning of an Anthropomorfic Finger Based on an Oponent Driven-Tendon Transmission System. 47-54 - Emilia I. Barakova
An Integration Principle for Multimodal Sensor Data Based on Temporal Coherence of Self-Organized Patterns. 55-63 - Luis Fernando Lago-Fernández, Gustavo Deco:
Simultaneous Parallel Processing of Object and Position by Temporal Correlation. 64-71
Methodology for Nets Design, and Nets Simulation and Implementation
- Carlos J. García Orellana
NeuSim: A Modular Neural Networks Simulator for Beowulf Clusters. 72-79 - Paul Bourret, Bruno Pelletier:
Curved Kernel Neural Network for Functions Approximation. 80-87 - Elisa Guerrero Vázquez
Repeated Measures Multiple Comparison Procedures Applied to Model Selection in Neural Networks. 88-95 - Patricio García Báez, Carmen Paz Suárez Araujo, Pablo Fernández López:
Extension of HUMANN for Dealing with Noise and with Classes of Different Shape and Size: A Parametric Study. 96-103 - Evelio J. González
Evenet 2000: Designing and Training Arbitrary Neural Networks in Java. 104-110 - Diego Andina
Neyman-Pearson Neural Detectors. 111-118 - Patrick Rousset
Distance between Kohonen Classes Visualization Tool to Use SOM in Data Set Analysis and Representation. 119-126 - Spyros N. Raptis, Spyros G. Tzafestas, Hermione Karagianni:
Optimal Genetic Representation of Complete Strictly-Layered Feedforward Neural Networks. 127-135 - José Luis Bernier, Jorge González, Antonio Cañas, Julio Ortega Lopera
Assessing the Noise Immunity of Radial Basis Function Neural Networks. 136-143 - Francisco Javier Salcedo, Julio Ortega Lopera
Analyzing Boltzmann Machine Parameters for Fast Convergence. 144-151 - Joaquín Pizarro Junquera
A Penalization Criterion Based on Noise Behaviour for Model Selection. 152-159
Image Processing
- Miguel Ángel Patricio Guisado, Darío Maravall Gómez-Allende:
Wood Texture Analysis by Combining the Connected Elements Histogram and Artificial Neural Networks. 160-167 - Ezequiel López-Rubio
Dynamic Topology Networks for Colour Image Compression. 168-175 - Taichi Hayasaka, Eiichi Ohnishi, Shigeki Nakauchi
Analysis on the Viewpoint Dependency in 3-D Object Recognition by Support Vector Machines. 176-183 - Miguel Macías Macías
A Comparative Study of Two Neural Models for Cloud Screening of Iberian Peninsula Meteosat Images. 184-191 - Karina Toscano-Medina, Gabriel Sanchez-Perez, Mariko Nakano-Miyatake
A Growing Cell Neural Network Structure for Off-Line Signature Recognition. 192-199 - Kurosh Madani, Ghislain de Tremiolles, Pascal Tannhof:
ZISC-036 Neuro-processor Based Image Processing. 200-207 - Pablo Martínez, Pedro Luis Aguilar Mateos, Rosa M. Pérez Utrero, Marino Linaje Trigueros
Self-Organizing Map for Hyperspectral Image Analysis. 208-218 - Igor N. Aizenberg, Ekaterina M. Myasnikova, Maria Samsonova:
Classification of the Images of Gene Expression Patterns Using Neural Networks Based on Multi-valued Neurons. 219-226 - Souheila Ghennam, Khier Benmahammed:
Image Restoration Using Neural Networks. 227-234 - Pascual Campoy Cervera
Automatic Generation of Digital Filters by NN Based Learning: An Application on Paper Pulp Inspection. 235-245 - Miguel A. Jaramillo Morán, J. Álvaro Fernández
Image Quality Enhancement for Liquid Bridge Parameter Estimation with DTCNN. 246-253 - Igor N. Aizenberg, Naum N. Aizenberg, Constantine Butakoff
Neural Network Based on Multi-valued Neurons: Application in Image Recognition, Type of Blur and Blur Parameters Identification. 254-261 - Pedro Isasi
Analyzing Wavelets Components to Perform Face Recognition. 262-270 - Nicolás J. Medrano-Marqués, Bonifacio Martín-del-Brío:
Man-Machine Voice Interface Using a Commercially Available Neural Chip. 271-278 - Gustavo Hernández Ábrego, Israel Torres Sánchez:
Partial Classification in Speech Recognition Verification. 279-286 - Eric Simancas-Acevedo, Akira Kurematsu, Mariko Nakano-Miyatake
Speaker Recognition Using Gaussian Mixtures Models. 287-294 - Christian Ziegaus, Elmar Wolfgang Lang:
A Comparative Study of ICA Filter Structures Learnt from Natural and Urban Images. 295-302 - Kenji Suzuki
Neural Edge Detector - A Good Mimic of Conventional One Yet Robuster against Noise. 303-310 - Adrian Burian, Jukka Saarinen, Pauli Kuosmanen:
Neural Networks for Image Restoration from the Magnitude of Its Fourier Transform. 311-318
Medical Applications
- Margarita Bachiller
An Automatic System for the Location of the Optic Nerve Head from 2D Images. 319-327 - Christian Mies, Christoph Bauer, Günther Ackermann, Wolfgang Bäumler, Christoph Abels, Carlos García Puntonet, Manuel Rodríguez Álvarez, Elmar Wolfgang Lang:
Can ICA Help Classify Skin Cancer and Benign Lesions? 328-335 - Latifa Hamami, Nadia Lassouaoui:
An Approach Fractal and Analysis of Variogram for Edge Detection of Biomedical Images. 336-344 - Antonio J. Serrano-López
Some Examples for Solving Clinical Problems Using Neural Networks. 345-352 - Elias Restum Antonio, Luiz Biondi Neto, Vincenzo de Roberto Junior, Fernando Hideo Fukuda:
Medical Images Analysis: An Application of Artificial Neural Networks in the Diagnosis of Human Tissues. 353-360 - Enrique Monte, Jordi Solé i Casals
Feature Selection, Ranking of Each Feature and Classification for the Diagnosis of Community Acquired Legionella Pneumonia. 361-368 - Hiroyuki Aoki, Eiju Watanabe, Atsushi Nagata, Yukio Kosugi:
Rotation-Invariant Image Association for Endoscopic Positional Identification Using Complex-Valued Associative Memories. 369-376 - Rajai El Dajani, Maryvonne Miquel, Paul Rubel:
A Multi Layer Perceptron Approach for Predicting and Modeling the Dynamical Behavior of Cardiac Ventricular Repolarisation. 377-384 - Diego Andina
Detection of Microcalcifications in Mammograms by the Combination of a Neural Detector and Multiscale Feature Enhancement. 385-392 - Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
An Auto-learning System for the Classification of Fetal Heart Rate Decelerative Patterns. 393-400 - Enrique J. Carmona
Neuro-Fuzzy Nets in Medical Diagnosis: The DIAGEN Case Study of Glaucoma. 401-409
Robotics
- Frank Pasemann, Uli Steinmetz, Martin Hülse, Bruno Lara
Evolving Brain Structures for Robot Control. 410-417 - Eduardo Sánchez Vila, Manuel Mucientes
A Cuneate-Based Network and Its Application as a Spatio-Temporal Filter in Mobile Robotics. 418-425 - Daniele Morano, Leonardo Maria Reyneri:
An Application of Fuzzy State Automata: Motion Control of an Hexapod Walking Machine. 426-435 - Nadia Saadia
Neural Adaptive Force Control for Compliant Robots. 436-443 - Paolo Puliti, Guido Tascini, Anna Montesanto:
Reactive Navigation Using Reinforment Learning in Situations of POMDPs. 444-450 - Javier de Lope Asiaín, Darío Maravall Gómez-Allende:
Landmark Recognition for Autonomous Navigation Using Odometric Information and a Network of Perceptrons. 451-458 - Félix de la Paz
Topological Maps for Robot's Navigation: A Conceptual Approach. 459-467 - Changjiu Zhou, Yansheng Yang, J. Kanniah:
Information Integration for Robot Learning Using Neural Fuzzy Systems. 468-475 - Changjiu Zhou, Yansheng Yang, Xinle Jia:
Incorporating Perception-Based Information in Reinforcement Learning Using Computing with Words. 476-483 - Marco Balsi
Cellular Neural Networks for Mobile Robot Vision. 484-491 - Andrés Pérez-Uribe, Michèle Courant:
Learning to Predict Variable-Delay Rewards and Its Role in Autonomous Developmental Robotics. 492-499 - José M. Ramírez, Gianmichele Grittani:
Robust Chromatic Identification and Tracking. 500-507 - Gerardo Quero, Carolina Chang:
Sequence Learning in Mobile Robots Using Avalanche Neural Networks. 508-515 - Sorin Moga, Philippe Gaussier, Mathias Quoy:
Investigating Active Pattern Recognition in an Imitative Game. 516-523 - Erol Sahin
Towards an On-Line Neural Conditioning Model for Mobile Robots. 524-530
General Applications
- Nicolás J. Medrano-Marqués, Rafael del-Hoyo-Alonso
A Thermocouple Model Based on Neural Networks. 531-538 - Olga M. Perez, Francisco Javier Marín Martín, Oswaldo Trelles
Improving Biological Sequence Property Distances by Using a Genetic Algorithm. 539-546 - Juan A. Botía
Data Mining Applied to Irrigation Water Management. 547-554 - Tae Soo Yun:
Classification of Specular Object Based on Statistical Learning Theory. 555-562 - Bogdan Raducanu, Manuel Graña:
On the Application of Heteroassociative Morphological Memories to Face Localization. 563-570 - Javier Juez Santamaría, Gregorio Ismael Sainz Palmero
Early Detection and Diagnosis of Faults in an AC Motor Using Neuro Fuzzy Techniques: FasArt + Fuzzy k Nearest Neighbors. 571-578 - Jacobus van Zyl, Christian W. Omlin
Knowledge-Based Neural Networks for Modelling Time Series. 579-586 - Ramón Alberto Carrasco
Using Artificial Neural Network to Define Fuzzy Comparators in FSQL with the Criterion of some Decision-Maker. 587-594 - Moisés Salmerón, Diego Guidotti, Ruggero Petacchi
Predictive Classification for Integrated Pest Management by Clustering in NN Output Space. 595-602 - Adriana Dapena
Blind Source Separation in the Frequency Domain: A Novel Solution to the Amplitude and the Permutation Indeterminacies. 603-610 - Elena Bellei, Diego Guidotti, Ruggero Petacchi
Evaluation, Classification and Clustering with Neuro-Fuzzy Techniques in Integrate Pest Management. 611-618 - Kurosh Madani, Ion Berechet:
Inaccessible Parameters Monitoring in Industrial Environment: A Neural Based Approach. 619-627 - Marta Penas, María J. Carreira
Autoorganised Structures for Extraction of Perceptual Primitives. 628-635 - Victor M. Preciado:
Real-Time Wavelet Transform for Image Processing on the Cellular Neural Network Universal Machine. 636-643 - José Luis Álvarez Macías
OBLIC: Classification System Using Evolutionary Algorithm. 644-651 - Pilar Jarabo Amores, Manuel Rosa-Zurera
Design of a Pre-processing Stage for Avoiding the Dependence on TSNR of a Neural Radar Detector. 652-659 - Antonio Fernández-Caballero
Foetal Age and Weight Determination Using a Lateral Interaction Inspired Net. 660-670 - Gustavo A. Casañ
Inference of Stochastic Regular Languages through Simple Recurrent Networks with Time Delays. 671-678 - Ajith Abraham, Dan Steinberg:
Is Neural Network a Reliable Forecaster on Earth? A MARS Query! 679-686 - Roberto J. Rodrigues, Gizelle Kupac Vianna
Character Feature Extraction Using Polygonal Projection Sweep (Contour Detection). 687-695 - Predrag Neskovic, Leon N. Cooper:
Using Contextual Information to Selectively Adjust Preprocessing Parameters. 696-703 - Carsten Leder, Christian Rehtanz
Electric Power System's Stability Assessment and Online-Provision of Control Actions Using Self-Organizing Maps. 704-710 - Francisco García-Lagos
Neural Networks for Contingency Evaluation and Monitoring in Power Systems. 711-718 - Miguel Damas
Hybrid Framework for Neuro-Dynamic Programming Application to Water Supply Networks. 719-727 - Carlos León
Classification of Disturbances in Electrical Signals Using Neural Networks. 728-737 - Sophie Ponthieux, Marie Cottrell:
Neural Classification and "Traditional" Data Analysis: An Application to Households' Living Conditions. 738-745 - Erhard Rank, Gernot Kubin:
Nonlinear Synthesis of Vowels in the LP Residual Domain with a Regularized RBF Network. 746-753 - Marcos Faúndez-Zanuy
Nonlinear Vectorial Prediction with Neural Nets. 754-761 - Manuel Rodríguez Álvarez, Carlos García Puntonet, Ignacio Rojas:
Separation of Sources Based on the Partitioning of the Space of Observations. 762-769 - Yolanda Blanco Archilla
Adaptive ICA with Order Statistics in Multidimensional Scenarios. 770-777 - Fabian J. Theis
Pattern Repulsion Revisited. 778-785 - Sergio Cruces
The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction. 786-793 - Athanasios Koutras
Feature Extraction in Digital Mammography: An Independent Component Analysis Approach. 794-801 - Frédéric Abrard, Yannick Deville:
Blind Source Separation in Convolutive Mixtures: A Hybrid Approach for Colored Sources. 802-809 - Rubén Martín-Clemente
A Conjugate Gradient Method and Simulated Annealing for Blind Separation of Sources. 810-817 - Jaakko Särelä, Ricardo Vigário
The Problem of Overlearning in High-Order ICA Approaches: Analysis and Solutions. 818-825 - Liqing Zhang, Shun-ichi Amari, Andrzej Cichocki
Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions. 826-833 - Massoud Babaie-Zadeh, Christian Jutten, Kambiz Nayebi:
Separating Convolutive Mixtures by Mutual Information Minimization. 834-842
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