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Neural Information Processing. Models and Applications

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Cover of 'Neural Information Processing. Models and Applications'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Utilizing Fuzzy-SVM and a Subject Database to Reduce the Calibration Time of P300-Based BCI
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    Chapter 2 Importance Weighted Extreme Energy Ratio for EEG Classification
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    Chapter 3 Toward Automated Electrode Selection in the Electronic Depth Control Strategy for Multi-unit Recordings
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    Chapter 4 Tensor Based Simultaneous Feature Extraction and Sample Weighting for EEG Classification
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    Chapter 5 A Tongue-Machine Interface: Detection of Tongue Positions by Glossokinetic Potentials
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    Chapter 6 Practical Surface EMG Pattern Classification by Using a Selective Desensitization Neural Network
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    Chapter 7 Reliability-Based Automatic Repeat reQuest with Error Potential-Based Error Correction for Improving P300 Speller Performance
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    Chapter 8 An Augmented-Reality Based Brain-Computer Interface for Robot Control
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    Chapter 9 Brain Computer Interfaces: A Recurrent Neural Network Approach
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    Chapter 10 Research on Relationship between Saccade-Related EEG Signals and Selection of Electrode Position by Independent Component Analysis
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    Chapter 11 Application of SVM-Based Filter Using LMS Learning Algorithm for Image Denoising
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    Chapter 12 Tuning N-gram String Kernel SVMs via Meta Learning
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    Chapter 13 Bilinear Formulated Multiple Kernel Learning for Multi-class Classification Problem
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    Chapter 14 Feature Extraction Using Support Vector Machines
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    Chapter 15 Class Information Adapted Kernel for Support Vector Machine
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    Chapter 16 Gaze Pattern and Reading Comprehension
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    Chapter 17 Neural Information Processing. Models and Applications
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    Chapter 18 Fast Implementation of String-Kernel-Based Support Vector Classifiers by GPU Computing
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    Chapter 19 Classification of Imbalanced Data by Combining the Complementary Neural Network and SMOTE Algorithm
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    Chapter 20 Generalization Error of Faulty MLPs with Weight Decay Regularizer
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    Chapter 21 The Effect of Bottlenecks on Generalisation in Backpropagation Neural Networks
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    Chapter 22 Lagrange Programming Neural Networks for Compressive Sampling
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    Chapter 23 Input and Output Mapping Sensitive Auto-Associative Multilayer Perceptron for Computer Interface System Based on Image Processing of Laser Pointer Spot
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    Chapter 24 Improving Recurrent Neural Network Performance Using Transfer Entropy
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    Chapter 25 Design of Artificial Neural Networks Using Differential Evolution Algorithm
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    Chapter 26 ESNs with One Dimensional Topography
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    Chapter 27 iGAPK: Improved GAPK Algorithm for Regulatory DNA Motif Discovery
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    Chapter 28 A Computer-Aided Detection System for Automatic Mammography Mass Identification
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    Chapter 29 Exploring Features and Classifiers to Classify MicroRNA Expression Profiles of Human Cancer
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    Chapter 30 SOMIX: Motifs Discovery in Gene Regulatory Sequences Using Self-Organizing Maps
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    Chapter 31 Microarray-Based Disease Classification Using Pathway Activities with Negatively Correlated Feature Sets
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    Chapter 32 A Malware Detection Algorithm Based on Multi-view Fusion
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    Chapter 33 A Fast Kernel on Hierarchial Tree Structures and Its Application to Windows Application Behavior Analysis
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    Chapter 34 Evolution of Information Retrieval in Cloud Computing by Redesigning Data Management Architecture from a Scalable Associative Computing Perspective
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    Chapter 35 Factorizing Class Characteristics via Group MEBs Construction
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    Chapter 36 A Hybrid Fuzzy-Genetic Colour Classification System with Best Colour Space Selection under Dynamically-Changing Illumination
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    Chapter 37 Identifier Based Graph Neuron: A Light Weight Event Classification Scheme for WSN
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    Chapter 38 Clustering Categorical Data Using an Extended Modularity Measure
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    Chapter 39 A Morphological Associative Memory Employing a Reverse Recall
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    Chapter 40 Analysis of Packet Traffics and Detection of Abnormal Traffics Using Pareto Learning Self Organizing Maps
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    Chapter 41 Log Analysis of Exploitation in Cloud Computing Environment Using Automated Reasoning
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    Chapter 42 A Multidirectional Associative Memory Based on Self-organizing Incremental Neural Network
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    Chapter 43 Range Image Registration Using Particle Filter and Competitive Associative Nets
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    Chapter 44 Rotation Invariant Categorization of Visual Objects Using Radon Transform and Self-Organizing Modules
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    Chapter 45 Learning Topological Constraints in Self-Organizing Map
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    Chapter 46 Pseudo-network Growing for Gradual Interpretation of Input Patterns
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    Chapter 47 The Adaptive Authentication System for Behavior Biometrics Using Pareto Learning Self Organizing Maps
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    Chapter 48 Human Action Recognition by SOM Considering the Probability of Spatio-temporal Features
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    Chapter 49 On Generalization Error of Self-Organizing Map
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    Chapter 50 A Novel Approach for Sound Approaching Detection
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    Chapter 51 Ground Penetrating Radar System with Integration of Mutimodal Information Based on Mutual Information among Multiple Self-Organizing Maps
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    Chapter 52 Information-Theoretic Competitive and Cooperative Learning for Self-Organizing Maps
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    Chapter 53 Early Recognition Based on Co-occurrence of Gesture Patterns
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    Chapter 54 A Dynamically Reconfigurable Platform for Self-Organizing Neural Network Hardware
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    Chapter 55 Inversion of Many-to-one Mappings Using Self-Organising Maps
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    Chapter 56 Self-Organizing Hidden Markov Models
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    Chapter 57 An Image-Aided Diagnosis System for Dementia Classification Based on Multiple Features and Self-Organizing Map
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    Chapter 58 Parallel Batch Training of the Self-Organizing Map Using OpenCL
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    Chapter 59 Fast Kohonen Feature Map Associative Memory Using Area Representation for Sequential Analog Patterns
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    Chapter 60 Facial Expression Based Automatic Album Creation
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    Chapter 61 Age Classification Combining Contour and Texture Feature
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    Chapter 62 A Salient Region Detector for GPU Using a Cellular Automata Architecture
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    Chapter 63 VG-RAM WNN Approach to Monocular Depth Perception
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    Chapter 64 Semi-supervised Classification by Local Coordination
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    Chapter 65 RANSAC Based Ellipse Detection with Application to Catadioptric Camera Calibration
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    Chapter 66 Speed Up Image Annotation Based on LVQ Technique with Affinity Propagation Algorithm
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    Chapter 67 Dictionary of Features in a Biologically Inspired Approach to Image Classification
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    Chapter 68 A Highly Robust Approach Face Recognition Using Hausdorff-Trace Transformation
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    Chapter 69 Blind Image Tamper Detection Based on Multimodal Fusion
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    Chapter 70 Orientation Dependence of Surround Modulation in the Population Coding of Figure/Ground
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    Chapter 71 Increased Robustness against Background Noise: Pattern Recognition by a Neocognitron
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    Chapter 72 Improving the Performance of Facial Expression Recognition Using Dynamic, Subtle and Regional Features
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    Chapter 73 Identity Retrieval in Biometric Access Control Systems Using Multimedia Fusion
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    Chapter 74 Improvement of Reuse of Classifiers in CBIR Using SVM Active Learning
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    Chapter 75 Realizing Hand-Based Biometrics Based on Visible and Infrared Imagery
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    Chapter 76 Visual Object Detection by Specifying the Scale and Rotation Transformations
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    Chapter 77 Multi-view Gender Classification Using Hierarchical Classifiers Structure
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    Chapter 78 Partial Extraction of Edge Filters by Cumulant-Based ICA under Highly Overcomplete Model
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    Chapter 79 Random Projection Tree and Multiview Embedding for Large-Scale Image Retrieval
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    Chapter 80 Online Gesture Recognition for User Interface on Accelerometer Built-in Mobile Phones
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    Chapter 81 Constructing Sparse KFDA Using Pre-image Reconstruction
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    Chapter 82 Learning Basis Representations of Inverse Dynamics Models for Real-Time Adaptive Control
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    Chapter 83 Feel Like an Insect: A Bio-Inspired Tactile Sensor System
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    Chapter 84 Spectral Domain Noise Suppression in Dual-Sensor Hyperspectral Imagery Using Gaussian Processes
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    Chapter 85 A High Order Neural Network to Solve Crossbar Switch Problem
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    Chapter 86 Identification of Liquid State of Scrap in Electric Arc Furnace by the Use of Computational Intelligence Methods
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    Chapter 87 Simulating Wheat Yield in New South Wales of Australia Using Interpolation and Neural Networks
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    Chapter 88 Investment Appraisal under Uncertainty – A Fuzzy Real Options Approach
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    Chapter 89 Developing a Robust Prediction Interval Based Criterion for Neural Network Model Selection
Attention for Chapter 26: ESNs with One Dimensional Topography
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Chapter title
ESNs with One Dimensional Topography
Chapter number 26
Book title
Neural Information Processing. Models and Applications
Published by
Springer, Berlin, Heidelberg, November 2010
DOI 10.1007/978-3-642-17534-3_26
Book ISBNs
978-3-64-217533-6, 978-3-64-217534-3
Authors

N. Michael Mayer, Matthew Browne, Horng Jason Wu, Mayer, N. Michael, Browne, Matthew, Wu, Horng Jason

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 6 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Belgium 1 17%
Unknown 5 83%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 3 50%
Student > Bachelor 1 17%
Researcher 1 17%
Student > Postgraduate 1 17%
Readers by discipline Count As %
Computer Science 3 50%
Physics and Astronomy 2 33%
Neuroscience 1 17%