Dimensionality analysis of EEG segments: Experimental considerations

Pei-Chen Lo; Jose C. Principe

doi:10.1109/IJCNN.1989.118654

Dimensionality analysis of EEG segments: Experimental considerations

Pei-Chen Lo^*, Jose C. Principe

^*Corresponding author for this work

Institute of Electrical and Control Engineering

Research output: Contribution to conference › Paper › peer-review

9 Scopus citations

Abstract

The order of the chaotic attractor in EEG (electroencephalogram) dynamics is determined from the correlation dimension. The effects on the estimation of the correlation dimension caused by the selection of the embedding dimension, segment length, and delay are experimentally studied. A methodology to produce reliable estimates is outlined.

Original language	English
Pages	693-698
Number of pages	6
DOIs	https://doi.org/10.1109/IJCNN.1989.118654
State	Published - 1 Dec 1989
Event	IJCNN International Joint Conference on Neural Networks - Washington, DC, USA Duration: 18 Jun 1989 → 22 Jun 1989

Conference

Conference	IJCNN International Joint Conference on Neural Networks
City	Washington, DC, USA
Period	18/06/89 → 22/06/89

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10.1109/IJCNN.1989.118654

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abstract = "The order of the chaotic attractor in EEG (electroencephalogram) dynamics is determined from the correlation dimension. The effects on the estimation of the correlation dimension caused by the selection of the embedding dimension, segment length, and delay are experimentally studied. A methodology to produce reliable estimates is outlined.",

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Dimensionality analysis of EEG segments: Experimental considerations

Abstract

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