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Online Component Analysis, Architectures and Applications
João B.O. Souza Filho,
Lan Da Van
, Tzyy Ping Jung, Paulo S.R. Diniz
資訊科學與工程研究所
研究成果
:
Review article
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同行評審
4
引文 斯高帕斯（Scopus）
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深入研究「Online Component Analysis, Architectures and Applications」主題。共同形成了獨特的指紋。
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Keyphrases
International Cooperative Ataxia Rating Scale (ICARS)
100%
Principal Coordinate Analysis (PCoA)
100%
Analysis Application
100%
Analysis Architecture
100%
Fast Independent Component Analysis (FastICA)
30%
Current Solution
20%
Streaming Data
20%
Online Principal Component Analysis
20%
Energy Efficient
10%
Computational Complexity
10%
Non-Gaussian
10%
Power Consumption
10%
Hardware Implementation
10%
Design Concept
10%
Limited Resources
10%
Hyperparameters
10%
General Terms
10%
Direct Measurement
10%
Eigenvector
10%
Computing Resources
10%
Convergence Rate
10%
Image Processing
10%
Challenging Tasks
10%
Limited Memory
10%
Batch Processing
10%
High-dimensional Feature Space
10%
High Convergence
10%
Practical Implementation
10%
Time Application
10%
High-dimensional Data
10%
Window-based
10%
Hardware Architecture
10%
Blind Source Separation
10%
Post-layout Simulation
10%
Higher-order Statistics
10%
Dictionary
10%
General-purpose Computing
10%
EEG Data
10%
Gaussian Source
10%
Orthogonal Directions
10%
Mutually Orthogonal
10%
Targeting Signal
10%
Biomedical Signal Processing
10%
Good Example
10%
Valuable Resources
10%
Gram-Schmidt
10%
Remove Noise
10%
Variance Approach
10%
Online Implementation
10%
Non-stationary Environments
10%
Nonlinear Image
10%
Linear Structure
10%
Variable Channel
10%
Uncorrelated Data
10%
Hebbian Learning Rule
10%
Mutual Independence
10%
FastICA Algorithm
10%
Artificial Data
10%
Kernel Principal Component Analysis
10%
Feature Identification
10%
Traditional Tools
10%
Image Denoising
10%
Convergence Accuracy
10%
Data Projection
10%
Nonlinear Transform
10%
Feature Separation
10%
Compact Dictionary
10%
Iterative Equation
10%
Algorithmic Solution
10%
Data Selection Strategy
10%
Computationally Limited
10%
Incremental Principal Component Analysis
10%
Biomedical Engineering Applications
10%
Effective Variables
10%
Embedded Hardware
10%
Online Extension
10%
Projection Variance
10%
Streaming Signals
10%
Data Covariance Matrix
10%
Computer Science
Component Analysis
100%
Principal Components
87%
Independent Component Analysis
62%
Data Streaming
12%
Energy Efficient
6%
Computational Complexity
6%
Power Consumption
6%
Fixed Points
6%
Computing Resource
6%
Convergence Speed
6%
Image Processing
6%
Dimensional Feature Space
6%
Real-Time Application
6%
Hardware Architecture
6%
Data Record
6%
Selection Strategy
6%
Covariance Matrix
6%
Blind Signal Separation
6%
Higher-Order Statistics
6%
Gaussian Source
6%
Engineering Application
6%
Valuable Resource
6%
Eigenvector
6%
Data Instance
6%
image denoising
6%
Related Concept
6%
Biomedical Signal Processing
6%
Projection Data
6%
Nonlinear Transform
6%
Compact Dictionary
6%
Embedded Hardware
6%
Engineering
Component Analysis
100%
Principal Components
87%
Independent Component Analysis
62%
Gaussians
6%
Computational Complexity
6%
Simulation Result
6%
Energy Engineering
6%
Tasks
6%
Maximization
6%
Electric Power Utilization
6%
Image Processing
6%
Fixed Points
6%
Design Concept
6%
Covariance Matrix
6%
Powerful Tool
6%
Engineering Application
6%
Learning Rule
6%
Dimensional Feature Space
6%
Selection Strategy
6%
Convergence Speed
6%
Blind Signal Separation
6%
Limited Resource
6%
Higher-Order Statistics
6%
Eigenvector
6%
Biomedical Engineering
6%
Biomedical Signal Processing
6%
Batch Processing
6%
Simple Equation
6%
Hebbian Learning
6%
Moving Window
6%
Projection Data
6%