Classification of epileptic EEG using neural network and wavelet transform

Arthur A. Petrosian; Richard Homan; Danil Prokhorov; Donald C. Wunsch

doi:10.1117/12.255307

Classification of epileptic EEG using neural network and wavelet transform

Arthur A. Petrosian
, Richard Homan
, Danil Prokhorov
, Donald C. Wunsch

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

Original language	English
Pages (from-to)	834-843
Number of pages	10
Journal	Proceedings of SPIE - The International Society for Optical Engineering
Volume	2825
DOIs	https://doi.org/10.1117/12.255307
State	Published - 1996
Event	Wavelet Applications in Signal and Image Processing IV - Denver, CO, United States Duration: Aug 6 1996 → Aug 6 1996

ASJC Scopus Subject Areas

Electronic, Optical and Magnetic Materials
Condensed Matter Physics
Computer Science Applications
Applied Mathematics
Electrical and Electronic Engineering

Keywords

BEG
epileptic seizure
multi-stream training
recurrent neural networks
wavelet decomposition

Access to Document

10.1117/12.255307

Cite this

@article{30a87f9f20b34d2fbb10344083f8cfee,

title = "Classification of epileptic EEG using neural network and wavelet transform",

keywords = "BEG, epileptic seizure, multi-stream training, recurrent neural networks, wavelet decomposition",

author = "Petrosian, \{Arthur A.\} and Richard Homan and Danil Prokhorov and Wunsch, \{Donald C.\}",

year = "1996",

doi = "10.1117/12.255307",

language = "English",

volume = "2825",

pages = "834--843",

journal = "Proceedings of SPIE - The International Society for Optical Engineering",

issn = "0277-786X",

note = "Wavelet Applications in Signal and Image Processing IV ; Conference date: 06-08-1996 Through 06-08-1996",

}

TY - JOUR

T1 - Classification of epileptic EEG using neural network and wavelet transform

AU - Petrosian, Arthur A.

AU - Homan, Richard

AU - Prokhorov, Danil

AU - Wunsch, Donald C.

PY - 1996

Y1 - 1996

KW - BEG

KW - epileptic seizure

KW - multi-stream training

KW - recurrent neural networks

KW - wavelet decomposition

UR - https://www.scopus.com/pages/publications/78751623822

UR - https://www.scopus.com/pages/publications/78751623822#tab=citedBy

U2 - 10.1117/12.255307

DO - 10.1117/12.255307

M3 - Conference article

SN - 0277-786X

VL - 2825

SP - 834

EP - 843

JO - Proceedings of SPIE - The International Society for Optical Engineering

JF - Proceedings of SPIE - The International Society for Optical Engineering

T2 - Wavelet Applications in Signal and Image Processing IV

Y2 - 6 August 1996 through 6 August 1996

ER -

Classification of epileptic EEG using neural network and wavelet transform

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Fingerprint

Cite this