A THEORETICAL AND EXPERIMENTAL-STUDY OF HIGH-RESOLUTION EEG BASED ON SURFACE LAPLACIANS AND CORTICAL IMAGING

被引:331
作者
NUNEZ, PL [1 ]
SILBERSTEIN, RB [1 ]
CADUSCH, PJ [1 ]
WIJESINGHE, RS [1 ]
WESTDORP, AF [1 ]
SRINIVASAN, R [1 ]
机构
[1] SWINBURNE UNIV TECHNOL,SWINBURNE CTR APPL NEUROSCI,MELBOURNE,VIC,AUSTRALIA
来源
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY | 1994年 / 90卷 / 01期
关键词
EEG; HIGH RESOLUTION; SPATIAL RESOLUTION; SURFACE LAPLACIAN; CORTICAL IMAGING; CURRENT SOURCE DENSITY; SPATIAL DECONVOLUTION;
D O I
10.1016/0013-4694(94)90112-0
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Two different methods to improve the spatial resolution of EEG are discussed: the surface Laplacian (e.g., current source density) and cortical imaging (e.g., spatial deconvolution). The former methods tend to be independent of head volume conductor model, whereas the latter methods are more model-dependent. Computer simulations of scalp potentials due to either a few isolated sources or 4200 distributed cortical sources and studies of actual EEG data both indicate that the two methods provide similar estimates of cortical potential distribution. Typical correlation coefficients between either spline-laplacian or cortical image and simulated (calculated) cortical potential are in the 0.8-0.95 range, depending partly on CSF thickness. By contrast, correlation coefficients between simulated scalp and cortical potential are in the 0.4-0.5 range, suggesting that high resolution methods provide much better estimates of cortical potential than is obtained with conventional EEG. The two methods are aid applied to steady-state visually evoked potentials and spontaneous EEG. Correlation coefficients obtained from real EEG data are in the same general ranges as correlations obtained from simulations. The new high resolution methods can provide a dramatic increase in the information content of EEG and appear to have widespread application in both clinical and cognitive studies.
引用
收藏
页码:40 / 57
页数:18
相关论文
共 47 条
  • [11] KATZNELSON RD, 1981, ELECTRIC FIELDS BRAI, P197
  • [12] NUMERICAL TESTS OF A METHOD FOR SIMULATING ELECTRICAL POTENTIALS ON THE CORTICAL SURFACE
    KEARFOTT, RB
    SIDMAN, RD
    MAJOR, DJ
    HILL, CD
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1991, 38 (03) : 294 - 299
  • [13] KOLES ZJ, 1992, 3RD INT C BRAIN EL T
  • [14] LAGERLUND T, 1992, 3RD INT C BRAIN EL T
  • [15] HIGH-RESOLUTION EEG USING SPLINE GENERATED SURFACE LAPLACIANS ON SPHERICAL AND ELLIPSOIDAL SURFACES
    LAW, SK
    NUNEZ, PL
    WIJESINGHE, RS
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1993, 40 (02) : 145 - 153
  • [16] LAW SK, 1991, THESIS TULANE U
  • [17] METHOD TO REDUCE BLUR DISTORTION FROM EEGS USING A REALISTIC HEAD MODEL
    LE, J
    GEVINS, A
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1993, 40 (06) : 517 - 528
  • [18] Lopes da Silva F.H., 1978, ARCHITECTONICS CEREB, P319
  • [19] NUNEZ P L, 1991, Brain Topography, V4, P151, DOI 10.1007/BF01132772
  • [20] NUNEZ P L, 1989, Brain Topography, V1, P199, DOI 10.1007/BF01129583