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Produktbild: Bio-Inspired Applications of Connectionism
Band 2085

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

Aus der Reihe Lecture Notes in Computer Science

99,99 €

inkl. gesetzl. MwSt., Versandkostenfrei

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

05.06.2001

Herausgeber

Jose Mira + weitere

Verlag

Springer Berlin

Seitenzahl

852

Maße (L/B/H)

23,3/15,7/4,8 cm

Gewicht

1240 g

Auflage

2001. 2001

Sprache

Englisch

ISBN

978-3-540-42237-2

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

05.06.2001

Herausgeber

Verlag

Springer Berlin

Seitenzahl

852

Maße (L/B/H)

23,3/15,7/4,8 cm

Gewicht

1240 g

Auflage

2001. 2001

Sprache

Englisch

ISBN

978-3-540-42237-2

Herstelleradresse

Springer Nature Customer Service Center GmbH
Europaplatz 3
69115 Heidelberg
DE
ProductSafety@springernature.com

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  • Produktbild: Bio-Inspired Applications of Connectionism
  • Bio-inspired Systems and Engineering.- From Embryonics to POEtic Machines.- Design and Codesign of Neuro-fuzzy Hardware.- A Field-Programmable Conductance Array IC for Biological Neurons Modeling.- A 2-by-n Hybrid Cellular Automaton Implementation Using a Bio-inspired FPGA.- Parametric Neurocontroller for Positioning of an Anthropomorfic Finger Based on an Oponent Driven-Tendon Transmission System.- An Integration Principle for Multimodal Sensor Data Based on Temporal Coherence of Self-Organized Patterns.- Simultaneous Parallel Processing of Object and Position by Temporal Correlation.- Methodology for Nets Design, Nets Simulation and Implementation.- NeuSim: A Modular Neural Networks Simulator for Beowulf Clusters.- Curved Kernel Neural Network for Functions Approximation.- Repeated Measures Multiple Comparison Procedures Applied to Model Selection in Neural Networks.- Extension of HUMANN for Dealing with Noise and with Classes of Different Shape and Size: A Parametric Study.- Evenet 2000: Designing and Training Arbitrary Neural Networks in Java.- Neyman-Pearson Neural Detectors.- Distance between Kohonen Classes Visualization Tool to Use SOM in Data Set Analysis and Representation.- Optimal Genetic Representation of Complete Strictly-Layered Feedforward Neural Networks.- Assesing the Noise Immunity of Radial Basis Function Neural Networks.- Analyzing Boltzmann Machine Parameters for Fast Convergence.- A Penalization Criterion Based on Noise Behaviour for Model Selection.- Image Processing.- Wood Texture Analysis by Combining the Connected Elements Histogram and Artificial Neural Networks.- Dynamic Topology Networks for Colour Image Compression.- Analysis on the Viewpoint Dependency in 3-D Object Recognition by Support Vector Machines.- A Comparative Study of Two Neural Models for Cloud Screening of Iberian Peninsula Meteosat Images.- A Growing Cell Neural Network Structure for Off-Line Signature Recognition.- ZISC-036 Neuro-processor Based Image Processing.- Self-Organizing Map for Hyperspectral Image Analysis.- Classification of the Images of Gene Expression Patterns Using Neural Networks Based on Multi-valued Neurons.- Image Restoration Using Neural Networks.- Automatic Generation of Digital Filters by NN Based Learning: An Application on Paper Pulp Inspection.- Image Quality Enhancement for Liquid Bridge Parameter Estimation with DTCNN.- Neural Network Based on Multi-valued Neurons: Application in Image Recognition, Type of Blur and Blur Parameters Identification.- Analyzing Wavelets Components to Perform Face Recognition.- Man-Machine Voice Interface Using a Commercially Available Neural Chip.- Partial Classification in Speech Recognition Verification.- Speaker Recognition Using Gaussian Mixtures Models.- A Comparative Study of ICA Filter Structures Learnt from Natural and Urban Images.- Neural Edge Detector - A Good Mimic of Conventional One Yet Robuster against Noise.- Neural Networks for Image Restoration from the Magnitude of Its Fourier Transform.- Medical Applications.- An Automatic System for the Location of the Optic Nerve Head from 2D Images.- Can ICA Help Classify Skin Cancer and Benign Lesions?.- An Approach Fractal and Analysis of Variogram for Edge Detection of Biomedical Images.- Some Examples for Solving Clinical Problems Using Neural Networks.- Medical Images Analysis: An Application of Artificial Neural Networks in the Diagnosis of Human Tissues.- Feature Selection, Ranking of Each Feature and Classification for the Diagnosis of Community Acquired Legionella Pneumonia.- Rotation-Invariant Image Association for Endoscopic Positional Identification Using Complex-Valued Associative Memories.- A Multi Layer Perceptron Approach for Predecting and Modelling the Dynamical Behavior of Cardiac Ventricular Repolarisation..- Detection of Microcalcifications in Mammograms by the Combination of a Neural Detector and Multiscale Feature Enhancement.- An Auto-learning System for the Classification of Fetal Heart Rate Decelerative Patterns.- Neuro-Fuzzy Nets in Medical Diagnosis: The DIAGEN Case Study of Glaucoma.- Robotics.- Evolving Brain Structures for Robot Control.- A Cuneate-Based Network and Its Application as a Spatio-Temporal Filter in Mobile Robotics.- An Application of Fuzzy State Automata:Motion Control of an Hexapod Walking Machine.- Neural Adaptive Force Control for Compliant Robots.- Reactive Navigation Using Reinforment Learning in Situations of POMDPs.- Landmark Recognition for Autonomous Navigation Using Odometric Information and a Network of Perceptrons.- Topological Maps for Robot’s Navigation: A Conceptual Approach.- Information Integration for Robot Learning Using Neural Fuzzy Systems.- Incorporating Perception-Based Information in Reinforcement Learning Using Computing with Words.- Cellular Neural Networks for Mobile Robot Vision.- Learning to Predict Variable-Delay Rewards and Its Role in Autonomous Developmental Robotics.- Robust Chromatic Identification and Tracking.- Sequence Learning in Mobile Robots Using Avalanche Neural Networks.- Investigating Active Pattern Recognition in an Imitative Game.- Towards an On-Line Neural Conditioning Model for Mobile Robots.- General Applications.- A Thermocouple Model Based on Neural Networks.- Improving Biological Sequence Property Distances by Using a Genetic Algorithm.- Data Mining Applied to Irrigation Water Management.- Classification of Specular Object Based on Statistical Learning Theory.- On the Application of Heteroassociative Morphological Memories to Face Localization.- Early Detection and Diagnosis of Faults in an AC Motor Using Neuro Fuzzy Techniques: FasArt + Fuzzy k Nearest Neighbors.- Knowledge-Based Neural Networks for Modelling Time Series.- Using Artificial Neural Network to Define Fuzzy Comparators in FSQL with the Criterion of some Decision Maker.- Predictive Classification for Integrated Pest Management by Clustering in NN Output Space.- Blind Source Separation in the Frequency Domain: A Novel Solution to the Amplitude and the Permutation Indeterminacies.- Evaluation, Classification and Clustering with NeuroFuzzy Techniques in Integrate Pest Management.- Inaccessible Parameters Monitoring in Industrial Environment: A Neural Based Approach.- Autoorganised Structures for Extraction of Perceptual Primitives.- Real-Time Wavelet Transform for Image Processing on the Cellular Neural Network Universal Machine.- OBLIC: Classification System Using Evolutionary Algorithm.- Design of a Pre-processing Stage for a voiding the Dependence on TSNR of a Neural Radar Detector.- Foetal Age and Weight Determination Using a Lateral Interaction Inspired Net.- Inference of Stochastic Regular Languages through Simple Recurrent Networks with Time Delays.- Is Neural Network a Reliable Forecaster on Earth? A MARS Query!.- Character Feature Extraction Using Polygonal Projection Sweep (Contour Detection).- Using Contextual Information to Selectively Adjust Preprocessing Parameters.- Electric Power System’s Stability Assessment and Online-Provision of Control Actions Using Self-Organizing Maps.- Neural Networks for Contingency Evaluation and Monitoring in Power Systems.- Hybrid Framework for Neuro-Dynamic Programming Application to Water Supply Networks.- Classification of Disturbances in Electrical Signals Using Neural Networks.- Neural Classification and « Traditional » Data Analysis: An Application to Households’ Living Conditions.- Nonlinear Synthesis of Vowels in the LP Residual Domain with a Regularized RBF Network.- Nonlinear Vectorial Prediction With Neural Nets.- Separation of Sources Based on the Partitioning of the Space of Observations.- Adaptive ICA with Order Statistics in Multidimensional Scenarios.- Pattern Repulsion Revisited.- The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction.- Feature Extraction in Digital Mammography: An Independent Component Analysis Approach.- Blind Source Separation in Convolutive Mixtures: A Hybrid Approach for Colored Sources.- A Conjugate Gradient Method and Simulated Annealing for Blind Separation of Sources.- The Problem of Overlearning in High-Order ICA Approaches: Analysis and Solutions.- Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions.- Separating Convolutive Mixtures by Mutual Information Minimization.