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Bio-Inspired Applications of Connectionism

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Cover of 'Bio-Inspired Applications of Connectionism'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 From Embryonics to POEtic Machines
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    Chapter 2 Design and Codesign of Neuro-fuzzy Hardware
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    Chapter 3 A Field-Programmable Conductance Array IC for Biological Neurons Modeling
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    Chapter 4 A 2-by-n Hybrid Cellular Automaton Implementation Using a Bio-inspired FPGA
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    Chapter 5 Parametric Neurocontroller for Positioning of an Anthropomorfic Finger Based on an Oponent Driven-Tendon Transmission System
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    Chapter 6 An Integration Principle for Multimodal Sensor Data Based on Temporal Coherence of Self-Organized Patterns
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    Chapter 7 Simultaneous Parallel Processing of Object and Position by Temporal Correlation
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    Chapter 8 NeuSim: A Modular Neural Networks Simulator for Beowulf Clusters
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    Chapter 9 Curved Kernel Neural Network for Functions Approximation
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    Chapter 10 Repeated Measures Multiple Comparison Procedures Applied to Model Selection in Neural Networks
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    Chapter 11 Extension of HUMANN for Dealing with Noise and with Classes of Different Shape and Size: A Parametric Study
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    Chapter 12 Evenet 2000: Designing and Training Arbitrary Neural Networks in Java
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    Chapter 13 Neyman-Pearson Neural Detectors
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    Chapter 14 Distance between Kohonen Classes Visualization Tool to Use SOM in Data Set Analysis and Representation
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    Chapter 15 Optimal Genetic Representation of Complete Strictly-Layered Feedforward Neural Networks
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    Chapter 16 Assesing the Noise Immunity of Radial Basis Function Neural Networks
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    Chapter 17 Analyzing Boltzmann Machine Parameters for Fast Convergence
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    Chapter 18 A Penalization Criterion Based on Noise Behaviour for Model Selection
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    Chapter 19 Wood Texture Analysis by Combining the Connected Elements Histogram and Artificial Neural Networks
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    Chapter 20 Dynamic Topology Networks for Colour Image Compression
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    Chapter 21 Analysis on the Viewpoint Dependency in 3-D Object Recognition by Support Vector Machines
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    Chapter 22 A Comparative Study of Two Neural Models for Cloud Screening of Iberian Peninsula Meteosat Images
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    Chapter 23 A Growing Cell Neural Network Structure for Off-Line Signature Recognition
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    Chapter 24 ZISC-036 Neuro-processor Based Image Processing
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    Chapter 25 Self-Organizing Map for Hyperspectral Image Analysis
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    Chapter 26 Classification of the Images of Gene Expression Patterns Using Neural Networks Based on Multi-valued Neurons
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    Chapter 27 Image Restoration Using Neural Networks
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    Chapter 28 Automatic Generation of Digital Filters by NN Based Learning: An Application on Paper Pulp Inspection
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    Chapter 29 Image Quality Enhancement for Liquid Bridge Parameter Estimation with DTCNN
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    Chapter 30 Neural Network Based on Multi-valued Neurons: Application in Image Recognition, Type of Blur and Blur Parameters Identification
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    Chapter 31 Analyzing Wavelets Components to Perform Face Recognition
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    Chapter 32 Man-Machine Voice Interface Using a Commercially Available Neural Chip
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    Chapter 33 Partial Classification in Speech Recognition Verification
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    Chapter 34 Speaker Recognition Using Gaussian Mixtures Models
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    Chapter 35 A Comparative Study of ICA Filter Structures Learnt from Natural and Urban Images
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    Chapter 36 Neural Edge Detector - A Good Mimic of Conventional One Yet Robuster against Noise
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    Chapter 37 Neural Networks for Image Restoration from the Magnitude of Its Fourier Transform
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    Chapter 38 An Automatic System for the Location of the Optic Nerve Head from 2D Images
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    Chapter 39 Can ICA Help Classify Skin Cancer and Benign Lesions?
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    Chapter 40 An Approach Fractal and Analysis of Variogram for Edge Detection of Biomedical Images
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    Chapter 41 Some Examples for Solving Clinical Problems Using Neural Networks
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    Chapter 42 Medical Images Analysis: An Application of Artificial Neural Networks in the Diagnosis of Human Tissues
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    Chapter 43 Feature Selection, Ranking of Each Feature and Classification for the Diagnosis of Community Acquired Legionella Pneumonia
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    Chapter 44 Rotation-Invariant Image Association for Endoscopic Positional Identification Using Complex-Valued Associative Memories
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    Chapter 45 A Multi Layer Perceptron Approach for Predecting and Modelling the Dynamical Behavior of Cardiac Ventricular Repolarisation.
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    Chapter 46 Detection of Microcalcifications in Mammograms by the Combination of a Neural Detector and Multiscale Feature Enhancement
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    Chapter 47 An Auto-learning System for the Classification of Fetal Heart Rate Decelerative Patterns
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    Chapter 48 Neuro-Fuzzy Nets in Medical Diagnosis: The DIAGEN Case Study of Glaucoma
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    Chapter 49 Evolving Brain Structures for Robot Control
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    Chapter 50 A Cuneate-Based Network and Its Application as a Spatio-Temporal Filter in Mobile Robotics
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    Chapter 51 An Application of Fuzzy State Automata:Motion Control of an Hexapod Walking Machine
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    Chapter 52 Neural Adaptive Force Control for Compliant Robots
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    Chapter 53 Reactive Navigation Using Reinforment Learning in Situations of POMDPs
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    Chapter 54 Landmark Recognition for Autonomous Navigation Using Odometric Information and a Network of Perceptrons
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    Chapter 55 Topological Maps for Robot’s Navigation: A Conceptual Approach
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    Chapter 56 Information Integration for Robot Learning Using Neural Fuzzy Systems
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    Chapter 57 Incorporating Perception-Based Information in Reinforcement Learning Using Computing with Words
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    Chapter 58 Cellular Neural Networks for Mobile Robot Vision
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    Chapter 59 Learning to Predict Variable-Delay Rewards and Its Role in Autonomous Developmental Robotics
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    Chapter 60 Robust Chromatic Identification and Tracking
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    Chapter 61 Sequence Learning in Mobile Robots Using Avalanche Neural Networks
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    Chapter 62 Investigating Active Pattern Recognition in an Imitative Game
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    Chapter 63 Towards an On-Line Neural Conditioning Model for Mobile Robots
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    Chapter 64 A Thermocouple Model Based on Neural Networks
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    Chapter 65 Improving Biological Sequence Property Distances by Using a Genetic Algorithm
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    Chapter 66 Data Mining Applied to Irrigation Water Management
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    Chapter 67 Classification of Specular Object Based on Statistical Learning Theory
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    Chapter 68 On the Application of Heteroassociative Morphological Memories to Face Localization
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    Chapter 69 Early Detection and Diagnosis of Faults in an AC Motor Using Neuro Fuzzy Techniques: FasArt + Fuzzy k Nearest Neighbors
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    Chapter 70 Knowledge-Based Neural Networks for Modelling Time Series
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    Chapter 71 Using Artificial Neural Network to Define Fuzzy Comparators in FSQL with the Criterion of some Decision Maker
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    Chapter 72 Predictive Classification for Integrated Pest Management by Clustering in NN Output Space
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    Chapter 73 Blind Source Separation in the Frequency Domain: A Novel Solution to the Amplitude and the Permutation Indeterminacies
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    Chapter 74 Evaluation, Classification and Clustering with NeuroFuzzy Techniques in Integrate Pest Management
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    Chapter 75 Inaccessible Parameters Monitoring in Industrial Environment: A Neural Based Approach
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    Chapter 76 Autoorganised Structures for Extraction of Perceptual Primitives
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    Chapter 77 Real-Time Wavelet Transform for Image Processing on the Cellular Neural Network Universal Machine
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    Chapter 78 OBLIC: Classification System Using Evolutionary Algorithm
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    Chapter 79 Design of a Pre-processing Stage for a voiding the Dependence on TSNR of a Neural Radar Detector
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    Chapter 80 Foetal Age and Weight Determination Using a Lateral Interaction Inspired Net
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    Chapter 81 Inference of Stochastic Regular Languages through Simple Recurrent Networks with Time Delays
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    Chapter 82 Is Neural Network a Reliable Forecaster on Earth? A MARS Query!
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    Chapter 83 Character Feature Extraction Using Polygonal Projection Sweep (Contour Detection)
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    Chapter 84 Using Contextual Information to Selectively Adjust Preprocessing Parameters
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    Chapter 85 Electric Power System’s Stability Assessment and Online-Provision of Control Actions Using Self-Organizing Maps
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    Chapter 86 Neural Networks for Contingency Evaluation and Monitoring in Power Systems
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    Chapter 87 Hybrid Framework for Neuro-Dynamic Programming Application to Water Supply Networks
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    Chapter 88 Classification of Disturbances in Electrical Signals Using Neural Networks
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    Chapter 89 Neural Classification and « Traditional » Data Analysis: An Application to Households’ Living Conditions
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    Chapter 90 Nonlinear Synthesis of Vowels in the LP Residual Domain with a Regularized RBF Network
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    Chapter 91 Nonlinear Vectorial Prediction With Neural Nets
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    Chapter 92 Separation of Sources Based on the Partitioning of the Space of Observations
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    Chapter 93 Adaptive ICA with Order Statistics in Multidimensional Scenarios
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    Chapter 94 Pattern Repulsion Revisited
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    Chapter 95 The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction
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    Chapter 96 Feature Extraction in Digital Mammography: An Independent Component Analysis Approach
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    Chapter 97 Blind Source Separation in Convolutive Mixtures: A Hybrid Approach for Colored Sources
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    Chapter 98 A Conjugate Gradient Method and Simulated Annealing for Blind Separation of Sources
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    Chapter 99 The Problem of Overlearning in High-Order ICA Approaches: Analysis and Solutions
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    Chapter 100 Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions
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    Chapter 101 Separating Convolutive Mixtures by Mutual Information Minimization
Overall attention for this book and its chapters
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Summary Wikipedia
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Title
Bio-Inspired Applications of Connectionism
Published by
Springer Berlin Heidelberg, June 2003
DOI 10.1007/3-540-45723-2
ISBNs
978-3-54-042237-2, 978-3-54-045723-7
Editors

Mira, José, Prieto, Alberto

View on publisher site
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 11 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Spain 1 9%
Unknown 10 91%

Demographic breakdown

Readers by professional status Count As %
Professor 2 18%
Student > Ph. D. Student 2 18%
Student > Doctoral Student 1 9%
Student > Bachelor 1 9%
Student > Master 1 9%
Other 2 18%
Unknown 2 18%
Readers by discipline Count As %
Computer Science 3 27%
Engineering 2 18%
Business, Management and Accounting 1 9%
Mathematics 1 9%
Neuroscience 1 9%
Other 1 9%
Unknown 2 18%

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