Spatiotemporal forward solution of the EEG and MEG using network modeling

IEEE Transactions on Medical Imaging

Volumn 21, Issue 5, 2002, Pages 493-504

  Jirsa, Viktor K ^a   Jantzen, Kelly J ^a   Fuchs, Armin ^a   Kelso, J A Scott ^a  

^a FLORIDA ATLANTIC UNIVERSITY   (United States)

Author keywords

Dynamics; EEG; Forward solution; MEG; Modeling; Network

Indexed keywords

BRAIN; ELECTROENCEPHALOGRAPHY; IMAGE ANALYSIS; MAGNETIC RESONANCE IMAGING; MAGNETOENCEPHALOGRAPHY; MATHEMATICAL MODELS; NEURAL NETWORKS;

BRAIN SIGNALS; SPATIOTEMPORAL FORWARD SOLUTION;

MEDICAL IMAGING;

ALGORITHM; ARTICLE; BIOLOGICAL MODEL; BRAIN CORTEX; BRAIN MAPPING; ELECTROENCEPHALOGRAPHY; ELECTROMAGNETIC FIELD; EVOKED RESPONSE; HISTOLOGY; HUMAN; MAGNETOENCEPHALOGRAPHY; METHODOLOGY; NERVE CELL NETWORK; PHYSIOLOGY;

ALGORITHMS; BRAIN MAPPING; CEREBRAL CORTEX; ELECTROENCEPHALOGRAPHY; ELECTROMAGNETIC FIELDS; EVOKED POTENTIALS; HUMANS; MAGNETOENCEPHALOGRAPHY; MODELS, NEUROLOGICAL; NERVE NET;

EID: 0036557911     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2002.1009385     Document Type: Conference Paper

References (70)

1. Striate cortex of monkey and cat: Contrast response function
2. Dynamics of pattern formation in lateral-inhibition type neural fields
3. Dynamics of multifrequency coordination using parametric driving
4. Electromagnetic brain mapping
5. Study of connectivity in the brain using the full diffusion tensor from MRI
6. Unbiased determination of forces causing observed processes. The case of additive and weak multiplicative noise
7. Learning the dynamics of two-dimensional stochastic Markov processes
8. Developmental changes in associated movements
9. Cortical surface-based analysis I
10. Neural networks as spatio-temporal pattern-forming systems
11. Cortical surface-based analysis II
12. Distributed hierarchical processing in the primate cerebral cortex
13. Local and global stabilization of coordination by sensory information
14. Toward a comprehensive theory of brain activity: Coupled oscillator systems under external forces
15. Tutorial on neurobiology: From single neurons to brain chaos
16. Phase transitions in the human brain: Spatial mode dynamics
17. Theory of the relation between human brain activity (MEG) and hand movements
18. Spatiotemporal analysis of neuromagnetic events underlying the emergence of coordinative instabilities
19. A theoretical model of phase transitions in human hand movements
20. What can synergetics contribute to the understanding of brain functioning?
21. Realistic conductivity geometry model of the human head for interpretation of neuromagnetic data
22. Magnetoencephalography - Theory, instrumentation and applications to noninvasive studies of the working human brain
23. Cerebellar timing systems. Cerebellum and cognition
24. fMRI study of bimanual coordination
25. Alpha and beta band changes in MEG reflect learning induced increases in coordinative stability
26. A theoretical model of phase transitions in the human brain
27. Reconstruction of the spatio-temporal dynamics of a human magnetoencephalogram
28. Field theory of electromagnetic brain activity
29. A derivation of a macroscopic field theory of the brain from the quasimicroscopic neural dynamics
30. Connecting cortical and behavioral dynamics: Bimanual coordination
31. Parametric stabilization of biological coordination: A theoretical model
32. Dimension reduction in pattern forming systems with heterogeneous connection topologies
33. Spatiotemporal pattern formation in neural systems with heterogeneous connection topologies
34. On the oscillatory basis of movement
35. A phase transition in human brain and behavior
36. Traversing scales of organization in brain and behavior (I, II, and III)
37. Dynamic cortical activity in the human brain reveals motor equivalence
38. A Bayesian approach to source separation
39. Cooperative dynamics in auditory brain response
40. The reduction of complex dynamical systems using principal interaction patterns
41. Optimal Galerkin approximations of partial differential equations using principal interaction patterns
42. A continuum theory of electrocortical activity
43. Independent component analysis of electroencephalic data
44. Spatiotemporal reorganization of electrical activity in the human brain associated with timing transition in rhythmic auditory-motor coordination
45. Inhibitory and excitatory interhemispheric transfers between motor cortical areas in normal humans and patients with abnormalities of corpus callosum
46. EEG source localization and imaging using multiple signal classification approaches
47. The brain wave equation: A model for the EEG
48. Distributed anatomical brain connectivity derived from diffusion tensor in-aging
49. Propagation and stability of waves of electrical activity in the cerebral cortex
50. Role of the supplementary motor area and the right premotor cortex in the coordination of bimanual finger movements
51. Coding of image contrast in central visual pathways of the macaque monkey
52. Theoretical EEG stationary spectrum for a white-noise-driven cortex
53. Signal-space projections of MEG data characterize both distributed and well-localized neuronal sources
54. Analysis of spatio-temporal signals of complex systems
55. Phase transitions in spatiotemporal patterns of brain activity and behavior
56. Analysis of neuromagnetic signals
57. Excitatory and inhibitory interactions in localized populations of model neurons
58. A mathematical theory of the functional dynamics of cortical and thalamic nervous tissue
59. Dynamics of the brain at global and microscopic scales: Neural networks and the EEG
60. The myelogenetic cycles of regional maturation of the brain