Spectral analysis of visual evoked potentials

被引：0

作者：

Dobrowolski, Andrzej P. ^{[1
]}

Okon, Marta ^{[1
]}

机构：

[1] Mil Univ Technol, Fac Elect, Warsaw, Poland

来源：

2015 SIGNAL PROCESSING SYMPOSIUM (SPSYMPO) | 2015年

关键词：

visual evoked potential; biomedical signal processing; spectral analysis; Principal Component Analysis; Support Vector Machine;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

The paper presents a conception of classification method of Visual Evoked Potentials (VEP) to physiological or pathological case based on power spectral parameters. The authors have verified their concept through a series of numerical experiments performed using a dedicated application. As a result of experiments, the final method provided only 4 cases of wrong classification among training data (6%) and 13 among the testing data (43%).

引用

下载

页数：4

共 50 条

[1] HUMAN INTELLIGENCE AND POWER SPECTRAL-ANALYSIS OF VISUAL EVOKED-POTENTIALS
OSAKA, M
OSAKA, N
PERCEPTUAL AND MOTOR SKILLS, 1980, 50 (01) : 192 - 194
[2] TIME-VARIANT SPECTRAL-ANALYSIS OF VISUAL EVOKED CORTICAL POTENTIALS
SANDHAM, W
DEEHAN, C
CLINICAL PHYSICS AND PHYSIOLOGICAL MEASUREMENT, 1986, 7 (04): : 395 - 395
[3] POWER SPECTRAL-ANALYSIS OF VISUAL EVOKED-POTENTIALS IN MULTIPLE-SCLEROSIS
TRICK, GL
TROBE, JD
DAWSON, WW
TRICK, LR
MCFADDEN, C
CURRENT EYE RESEARCH, 1984, 3 (10) : 1179 - 1186
[4] Wavelet analysis of visual evoked potentials:: α responses
Quiroga, RQ
Schürmann, M
RECENT ADVANCES IN HUMAN NEUROPHYSIOLOGY, 1998, 1162 : 450 - 454
[5] Frequency domain analysis of visual evoked potentials
Ayyar, SSK
Mukartihal, GB
Radhakrishnan, S
Reddy, MR
MUSCLE & NERVE, 2005, 32 (03) : 423 - 423
[6] Vector analysis of visual evoked potentials in migraineurs with visual aura
Coutin-Churchman, P
de Freytez, AP
CLINICAL NEUROPHYSIOLOGY, 2003, 114 (11) : 2132 - 2137
[7] Visual evoked potentials
Liasis, A.
ACTA OPHTHALMOLOGICA, 2016, 94
[8] Visual evoked potentials
University Hospitals Case Medical Center, Neurological Institute, Cleveland, OH, United States
Am. J. Electroneurodiagn. Technol., 2008, 4 (233-248):
[9] Spectral analysis of visual potentials evoked by pattern-reversal checkerboard in juvenile patients with headache
Marrelli, A
Tozzi, E
Porto, C
Cimini, N
Aloisi, P
Valenti, M
HEADACHE, 2001, 41 (08): : 792 - 797
[10] AN ADAPTIVE APPROACH TO SPECTRAL-ANALYSIS OF PATTERN-REVERSAL VISUAL EVOKED-POTENTIALS
MOODY, EB
MICHELITZANAKOU, E
CHOKROVERTY, S
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1989, 36 (04) : 439 - 447

← 1 2 3 4 5 →