Classification of event-related potential waveforms with parallel principal component neural networks

J. R. Sveinsson; J. A. Benediktsson; S. B. Stefansson

Classification of event-related potential waveforms with parallel principal component neural networks

J. R. Sveinsson
, J. A. Benediktsson
, S. B. Stefansson

Research output: Contribution to journal › Conference article › peer-review

Abstract

A new artificial neural network (ANN) architecture for classification of event-related potential (ERP) waveforms is proposed. The new architecture is called the parallel principal component neural network (PPCNN). The use of PPCNN is discussed in terms of classification of ERP data obtained from chronic schizophrenic patients and from normal volunteers.

Original language	English
Pages (from-to)	799-800
Number of pages	2
Journal	Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
Volume	17
Issue number	1
Publication status	Published - 1995
Event	Proceedings of the 1995 IEEE Engineering in Medicine and Biology 17th Annual Conference and 21st Canadian Medical and Biological Engineering Conference. Part 2 (of 2) - Montreal, Can Duration: 20 Sept 1995 → 23 Sept 1995

Cite this

@article{70d0308997b046a782d722d30fdc259c,

title = "Classification of event-related potential waveforms with parallel principal component neural networks",

abstract = "A new artificial neural network (ANN) architecture for classification of event-related potential (ERP) waveforms is proposed. The new architecture is called the parallel principal component neural network (PPCNN). The use of PPCNN is discussed in terms of classification of ERP data obtained from chronic schizophrenic patients and from normal volunteers.",

author = "Sveinsson, \{J. R.\} and Benediktsson, \{J. A.\} and Stefansson, \{S. B.\}",

year = "1995",

language = "English",

volume = "17",

pages = "799--800",

journal = "Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings",

issn = "0589-1019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

number = "1",

note = "Proceedings of the 1995 IEEE Engineering in Medicine and Biology 17th Annual Conference and 21st Canadian Medical and Biological Engineering Conference. Part 2 (of 2) ; Conference date: 20-09-1995 Through 23-09-1995",

}

Classification of event-related potential waveforms with parallel principal component neural networks. / Sveinsson, J. R.; Benediktsson, J. A.; Stefansson, S. B.
In: Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, Vol. 17, No. 1, 1995, p. 799-800.

Research output: Contribution to journal › Conference article › peer-review

TY - JOUR

T1 - Classification of event-related potential waveforms with parallel principal component neural networks

AU - Sveinsson, J. R.

AU - Benediktsson, J. A.

AU - Stefansson, S. B.

PY - 1995

Y1 - 1995

N2 - A new artificial neural network (ANN) architecture for classification of event-related potential (ERP) waveforms is proposed. The new architecture is called the parallel principal component neural network (PPCNN). The use of PPCNN is discussed in terms of classification of ERP data obtained from chronic schizophrenic patients and from normal volunteers.

AB - A new artificial neural network (ANN) architecture for classification of event-related potential (ERP) waveforms is proposed. The new architecture is called the parallel principal component neural network (PPCNN). The use of PPCNN is discussed in terms of classification of ERP data obtained from chronic schizophrenic patients and from normal volunteers.

UR - https://www.scopus.com/pages/publications/0029429794

M3 - Conference article

SN - 0589-1019

VL - 17

SP - 799

EP - 800

JO - Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

JF - Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

IS - 1

T2 - Proceedings of the 1995 IEEE Engineering in Medicine and Biology 17th Annual Conference and 21st Canadian Medical and Biological Engineering Conference. Part 2 (of 2)

Y2 - 20 September 1995 through 23 September 1995

ER -

Classification of event-related potential waveforms with parallel principal component neural networks

Abstract

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