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FastICA

Known as: Fast ICA 
FastICA is an efficient and popular algorithm for independent component analysis invented by Aapo Hyvärinen at Helsinki University of Technology… 
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Related topics

Related topics

9 relations
C++IT++ C++ LibraryIndependent component analysisIterative method

Broader (1)

Computational statistics

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2013
2013
New blind multiuser detection DS-CDMA algorithm using simplified fourth order cumulant matrices
A new blind Detection algorithm based on simplified fourth order cumulant matrices is presented and applied to the multi-user… 
2013
2013
Separation of cardiac and respiratory components from the electrical bio-impedance signal using PCA and fast ICA
This paper is an attempt to separate cardiac and respiratory signals from an electrical bio-impedance (EBI) dataset. For this two… 
2011
2011
Ocular artifact removal from EEG: A comparison of subspace projection and adaptive filtering methods
One of the fundamental challenges in EEG signal processing is the selection of a proper method to correct ocular artifacts in the… 
2008
2008
Independent Component Analysis and Evolutionary Algorithms for Building Representative Benchmark Subsets
This work addresses the problem of building representative subsets of benchmarks from an original large set of benchmarks, using… 
2007
2007
A Novel Interference Supression Technique employing Complex Adaptive ICA for Time-Varying Channels in Diversity Wireless QAM Receivers
This paper presents a novel complex adaptive ICA algorithm with individual adaptation of parameters. The algorithm employs… 
2006
2006
A Reconfigurable FPGA System for Parallel Independent Component Analysis
A run-time reconfigurable field programmable gate array (FPGA) system is presented for the implementation of the parallel… 
2005
2005
Optimum block adaptive algorithm for gradient based independent component analysis(OBA/ICA) for time varying wireless channels
  • W. MikhaelT. Yang
  • VTC--Fall. IEEE 62nd Vehicular Technology…
  • 2005
  • Corpus ID: 10977011
The fixed-point Independent Component Analysis (ICA) algorithm is widely used because of its fast convergence under static… 
2005
2005
A highly reconfigurable computing array: DSP plane of a 3D heterogeneous SoC
A 3D heterogeneous system on a chip using a stack of planes has recently been proposed. While the sensors are located on the top… 
2005
2005
The study and test of ICA algorithms
  • HongliYunlian Sun
  • Proceedings. International Conference on…
  • 2005
  • Corpus ID: 18107740
Independent component analysis (ICA) is a recently developed method used to separate unknown source signals from their mixtures… 
2003
2003
Speaker recognition using MPEG-7 descriptors
Our purpose is to evaluate the efficiency of MPEG-7 audio descriptors for speaker recognition. The upcoming MPEG-7 standard… 
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