INTERPRETING MAGNETIC-FIELDS OF THE BRAIN - MINIMUM NORM ESTIMATES

被引:1435
作者
HAMALAINEN, MS
ILMONIEMI, RJ
机构
[1] Low Temperature Laboratory, Helsinki University of Technology, Espoo
关键词
INVERSE PROBLEM; MINIMUM-NORM ESTIMATE; NEUROMAGNETISM;
D O I
10.1007/BF02512476
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The authors have applied estimation theory to the problem of determining primary current distributions from measured neuromagnetic fields. In this procedure, essentially nothing is assumed about the source currents, except that they are spatially restricted to a certain region. Simulation experiments show that the results can describe the structure of the current flow fairly well. By increasing the number of measurements, the estimate can be made more localised. The current distributions may be also used as an interpolation and extrapolation for the measured field patterns.
引用
收藏
页码:35 / 42
页数:8
相关论文
共 26 条
[1]   ESTIMATES OF VISUALLY EVOKED CORTICAL CURRENTS [J].
AHLFORS, SP ;
ILMONIEMI, RJ ;
HAMALAINEN, MS .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1992, 82 (03) :225-236
[2]  
AHONEN AI, 1992, 14TH P SAT S NEUR TE, P16
[3]  
CLARKE CJS, 1989, ADV BIOMAGNETISM, P587
[4]  
CROWLEY CW, 1989, ADV BIOMAGNETISM, P603
[5]   MAGNETIC-FIELDS OF A DIPOLE IN SPECIAL VOLUME CONDUCTOR SHAPES [J].
CUFFIN, BN ;
COHEN, D .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1977, 24 (04) :372-381
[6]   FOURIER SPACE SOLUTION TO THE MAGNETOSTATIC IMAGING PROBLEM [J].
DALLAS, WJ .
APPLIED OPTICS, 1985, 24 (24) :4543-4546
[7]   THE USE OF THE ASYMPTOTIC-EXPANSION TO SPEED UP THE COMPUTATION OF A SERIES OF SPHERICAL-HARMONICS [J].
DEMUNCK, JC ;
HAMALAINEN, MS ;
PETERS, MJ .
CLINICAL PHYSICS AND PHYSIOLOGICAL MEASUREMENT, 1991, 12 :83-87
[8]   GENERALIZED CROSS-VALIDATION AS A METHOD FOR CHOOSING A GOOD RIDGE PARAMETER [J].
GOLUB, GH ;
HEATH, M ;
WAHBA, G .
TECHNOMETRICS, 1979, 21 (02) :215-223
[9]   MAGNETOENCEPHALOGRAPHY - THEORY, INSTRUMENTATION, AND APPLICATIONS TO NONINVASIVE STUDIES OF THE WORKING HUMAN BRAIN [J].
HAMALAINEN, M ;
HARI, R ;
ILMONIEMI, RJ ;
KNUUTILA, J ;
LOUNASMAA, OV .
REVIEWS OF MODERN PHYSICS, 1993, 65 (02) :413-497
[10]  
Hamalainen M. S., 1984, TKKFA559 HELS U TECH