Mira / Alvarez Artificial Neural Nets. Problem Solving Methods

7th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2003, Maó, Menorca, Spain, June 3-6. Proceedings, Part II
2003
ISBN: 978-3-540-44869-3
Verlag: Springer
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, Band 2687, 828 Seiten, eBook

Reihe: Lecture Notes in Computer Science

Zielgruppe

Research

Autoren/Hrsg.

Mira, José

Alvarez, José R.

Inhaltsverzeichnis

Nets Design.- FPGA Implementation of a Perceptron-like Neural Network for Embedded Applications.- NSP: a Neuro–Symbolic Processor.- Reconfigurable Hardware Architecture for Compact and Efficient Stochastic Neuron.- Current mode CMOS synthesis of a motor–control neural system.- New emulated discrete model of CNN architecture for FPGA and DSP applications.- A Binary Multiplier Using RTD Based Threshold Logic Gates.- Split-Precharge Differential Noise-Immune Threshold Logic Gate (SPD-NTL).- UV-programmable Floating-Gate CMOS Linear Threshold Element ”P1N3”.- CMOS Implementation of Generalized Threshold Functions.- A-DELTA: A 64-bit High Speed, Compact, Hybrid Dynamic-CMOS/Threshold-Logic Adder.- Validation of a Cortical Electrode Model for Neuroprosthetics purposes.- XMLP: a Feed-Forward Neural Network with Two-Dimensional Layers and Partial Connectivity.- An analogue current–mode hardware design proposal for preprocessing layers in ART-based neural networks.- On the effects of dimensionality on data analysis with neural networks.- Hardware Optimization of a Novel Spiking Neuron Model for the POEtic tissue..- Implementing a Margolus Neighborhood Cellular Automata on a FPGA.- An Empirical Comparison of Training Algorithms for Radial Basis Functions.- Ensemble Methods for Multilayer Feedforward: An Experimental Study.- Post-synaptic Time-dependent Conductances in Spiking Neurons: FPGA Implementation of a Flexible Cell Model.- Applications in Robotics.- A Recurrent Neural Network for Robotic Sensory-based Search.- The Knowledge Engineering approach to Autonomous Robotics.- Multimodule Artificial Neural Network Architectures for Autonomous Robot Control Through Behavior Modulation.- Solving the Inverse Kinematics in Humanoid Robots: A Neural Approach.- Sensory-motor control scheme based on Kohonen Maps and AVITE model.- Validation of Features for Characterizing Robot Grasps.- Self-Organizing Maps versus Growing Neural Gas in a Robotic Application.- Towards reactive navigation and attention skills for 3D intelligent characters.- From Continuous Behaviour to Discrete Knowledge.- Sources Separation.- Initialisation of Nonlinearities for PNL and Wiener systems Inversion.- Evolutionary Algorithm Using Mutual Information for Independent Component Analysis.- Blind separation of linear-quadratic mixtures of real sources using a recurrent structure.- Advances in Neyman-Pearson Neural Detectors Design.- A novel unsupervised strategy to separate convolutive mixtures in the frequency domain.- An improved geometric overcomplete blind source separation algorithm.- Application of Independent Component Analysis to Edge Detection and Watermarking.- A new Geometrical ICA-based method for Blind Separation of Speech Signals..- A time-frequency blind source separation method based on segmented coherence function.- ISFET Source Separation based on linear ICA.- An application of ICA to blind DS-CDMA detection: a joint optimization criterion.- Genetics Algorithms.- A Genetic Algorithm for Controlling Elevator Group Systems.- Protein Structure Prediction Using Evolutionary Algorithms Hybridized with Backtracking.- Hybridizing a Genetic Algorithm with Local Search and Heuristic Seeding.- A Genetic Algorithm for Assembly Sequence Planning.- Genetic Algorithm applied to Paroxysmal Atrial Fibrillation Prediction.- Optimizing supply strategies in the Spanish Electrical Market.- Improving the Efficiency of Multiple Sequence Alignment by Genetic Algorithms.- A real application example of a control structure selection by means of a multiobjective genetic algorithm.- Weighting and Feature Selection on Gene-Expression data by the use of Genetic Algorithms.- Supervised Segmentation of the Cervical Cell Images by using the Genetic Algorithms.- Using Genetic Algorithms for solving partitioning problem in codesign.- Soft-Computing.- Neuro-Fuzzy Modeling Applied to GIS: a Case Study for Solar Radiation.- Evolutionary Multi-Model Estimators for ARMA System Modeling and Time Series Prediction.- Real-Coded GA for Parameter Optimization in Short-Term Load Forecasting.- Parallel Computation of an Adaptive Optimal RBF Network Predictor.- New Method for Filtered ICA Signals Applied To Volatile Time Series..- Robust Estimation of Confidence Interval in Neural Networks applied to Time Series.- Modelling the HIV-AIDS Cuban Epidemics with Hopfield Neural Networks.- Comparison of Neural Models, Off-line and On-line Learning Algorithms for a Benchmark Problem.- Using Neural Networks in a Parallel Adaptative Algorithm for the System Identification Optimization.- Nonlinear Parametric Model Identification using Genetic Algorithms.- Input-Output Fuzzy Identification of Nonlinear Multivariable Systems. Application to a Case of AIDS Spread Forecast.- Recovering Missing Data with Functional and Bayesian Networks.- Estimation of train speed via neuro–fuzzy techniques.- Neuro-Fuzzy Techniques for Image Tracking.- Images.- A Comparative Study of Fuzzy Classifiers on Breast Cancer Data.- A New Information Measure for Natural Images.- Defects Detection in Continuous Manufacturing by means of Convolutional Neural Networks.- Removal of Impulse Noise in Images by Means of the Use of Support Vector Machines.- Recognizing Images from ICA Filters and Neural Network Ensembles with Rule Extraction.- Independent Component Analysis for Cloud Screening of Meteosat Images.- Neural Solutions for High Range Resolution Radar Classification.- On the application of Associative Morphological Memories to Hyperspectral Image Analysis.- A Generalized Eigendecomposition Approach using Matrix Pencils to remove artefacts from 2D NMR Spectra.- Medical Applications.- Feature Vectors Generation for Detection of Microcalcifications in Digitized Mammography Using Neural Networks.- Simulation of the Neuronal Regulator of the Lower Urinary Tract using a Multiagent System.- Neural network modeling of ambulatory systolic blood pressure for hypertension diagnosis.- Multiple MLP Neural Networks Applied on the Determination of Segment Limits in ECG Signals.- Acoustic Features Analysis for Recognition of Normal and Hypoacustic Infant Cry Based on Neural Networks.- A Back Propagation Neural Network for Localizing Abnormal Cortical Regions in FDG PET images in Epileptic Children.- Other Applications.- ANN based tools in Astrophysics. Prospects and first results for GOA and the AVO.- An Artificial Neural Network Approach to Automatic Classification of Stellar Spectra.- Non Linear Process Identification Using a Neural Network Based Multiple Models Generator.- Application of HLVQ and G-Prop Neural Networks to the Problem of Bankruptcy Prediction.- Improved AURA k-Nearest Neighbour Approach.- Non-Linear Speech coding with MLP, RBF and Elman based prediction1.- An Independent Component Analysis Evolution Based Method for Nonlinear Speech Processing.- Generalizing Geometric ICA to Nonlinear Settings.- An Adaptive Approach to Blind Source Separation Using a Self-Organzing Map and a Neural Gas.- METAL A: a Distributed System for Web Usage Mining.- Web Meta-search using Unsupervised Neural Networks.- Virtual Labs for Neural Networks E-courses.- MISTRAL: A Knowledge-Based System for Distance Education that Incorporates Neural Networks Techniques for Teaching Decisions.- A recurrent neural network model for the p-hub problem.- A comparison of the performance of SVM and ARNI on Text Categorization with new filtering measures on an unbalanced collection.- Neural Networks & Antennas Design: an Application for Avoiding Interferences.- Feedback Linearization Using Neural Networks: Application to an Electromechanical Process.- Automatic Size Determination of Codifications for the Vocabularies of the RECONTRA Connectionist Translator*.- Integrating Ensemble of Intelligent Systems for Modeling Stock Indices.- Resolution of joint maintenance/production scheduling by sequential and integrated strategies.- MLP and RBFN for detecting white gaussian signals in white gaussian interference.- Feature reduction using Support Vector Machines for binary gas detection.- Artificial Neural Networks Applications for Total Ozone Time Series.