The Problem of Overlearning in High-Order ICA Approaches: Analysis and Solutions

Jaakko Särelä; R. Vigário

The Problem of Overlearning in High-Order ICA Approaches: Analysis and Solutions

Jaakko Särelä, R. Vigário

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Original language	English
Title of host publication	International Work-conference on Artificial and Natural Neural Networks (IWANN'01), Granada, Spain, June 13-15, 2001
Pages	818-825
Publication status	Published - 2001
MoE publication type	A4 Article in a conference publication

Keywords

blind source separation
BSS
bumps and spikes
ICA
independent component analysis
overfitting
overlearning

Cite this

@inproceedings{4028c3d09bc44a62aa95e06f2e7acfbb,

title = "The Problem of Overlearning in High-Order ICA Approaches: Analysis and Solutions",

keywords = "blind source separation, BSS, bumps and spikes, ICA, independent component analysis, overfitting, overlearning, blind source separation, BSS, bumps and spikes, ICA, independent component analysis, overfitting, overlearning, blind source separation, BSS, bumps and spikes, ICA, independent component analysis, overfitting, overlearning",

author = "Jaakko S{\"a}rel{\"a} and R. Vig{\'a}rio",

year = "2001",

language = "English",

pages = "818--825",

booktitle = "International Work-conference on Artificial and Natural Neural Networks (IWANN'01), Granada, Spain, June 13-15, 2001",

}

The Problem of Overlearning in High-Order ICA Approaches: Analysis and Solutions. / Särelä, Jaakko; Vigário, R.

International Work-conference on Artificial and Natural Neural Networks (IWANN'01), Granada, Spain, June 13-15, 2001. 2001. p. 818-825.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - The Problem of Overlearning in High-Order ICA Approaches: Analysis and Solutions

AU - Särelä, Jaakko

AU - Vigário, R.

PY - 2001

Y1 - 2001

KW - blind source separation

KW - BSS

KW - bumps and spikes

KW - ICA

KW - independent component analysis

KW - overfitting

KW - overlearning

KW - blind source separation

KW - BSS

KW - bumps and spikes

KW - ICA

KW - independent component analysis

KW - overfitting

KW - overlearning

KW - blind source separation

KW - BSS

KW - bumps and spikes

KW - ICA

KW - independent component analysis

KW - overfitting

KW - overlearning

M3 - Conference contribution

SP - 818

EP - 825

BT - International Work-conference on Artificial and Natural Neural Networks (IWANN'01), Granada, Spain, June 13-15, 2001

ER -