The paper presents an approach for extraction of information for spatial structure of the human brain from Magnetic Resonance Images (MRI). The coordinates of distinguished structures in three-dimensional (3D) space are than exploited to design a 3D Spike Timing Neural Network (SNN) model of the whole brain. Simulation results demonstrate how the sensory input information spreads trough the designed 3D-SNN structure.
REFERENCES
1.
S. J.
van Albada
, A.
Morales-Gregorio
, T.
Dickscheid
, A.
Goulas
, R.
Bakker
, S.
Bludau
, G.
Palm
, C.-C.
Hilgetag
, and M.
Diesmann
, “Bringing anatomical information into neuronal network models,” in Computational Modelling of the Brain: Modelling Approaches to Cells, Circuits and Networks
, edited by M.
Giugliano
, M.
Negrello
, and D.
Linaro
(Springer International Publishing
, Cham
, 2022
) pp. 201
–234
.2.
A.
Škoch
et al, “Human brain structural connectivity matrices–ready for modelling
,” Scientific Data
9
, 486
(2022
).3.
S. C.
de Lange
, K.
Helwegen
, and M. P.
van den Heuvel
, “Structural and functional connectivity reconstruction with cato-a connectivity analysis toolbox
,” NeuroImage
273
, 120108
(2023
).4.
P.
Sorrentino
, C.
Seguin
, R.
Rucco
, M.
Liparoti
, E. T.
Lopez
, S.
Bonavita
, M.
Quarantelli
, G.
Sorrentino
, V.
Jirsa
, and A.
Zalesky
, “The structural connectome constrains fast brain dynamics
,” Elife
10
, e67400
(2021
).5.
R. S.
Desikan
, F.
Ségonne
, B.
Fischl
, B. T.
Quinn
, B. C.
Dickerson
, D.
Blacker
, R. L.
Buckner
, A. M.
Dale
, R. P.
Maguire
, B. T.
Hyman
, M. S.
Albert
, and R. J.
Killiany
, “An automated labeling system for subdividing the human cerebral cortex on mri scans into gyral based regions of interest
,” NeuroImage
31
, 968
–980
(2006
).6.
“
Freesurfer software suite: An open source neuroimaging toolkit for processing, analyzing, and visualizing human brain mr images,”.
7.
S.
Spreizer
, J.
Mitchell
, J.
Jordan
, W.
Wybo
, A.
Kurth
, S. B.
Vennemo
, J.
Pronold
, G.
Trensch
, M. A.
Benelhedi
, D.
Terhorst
, J. M.
Eppler
, H.
Mørk
, C.
Linssen
, J.
Senk
, M.
Lober
, A.
Morrison
, S.
Graber
, S.
Kunkel
, R.
Gutzen
, and H. E.
Plesser
, “Nest 3.3,
” (2022
).8.
G. W.
Johnson
, L. Y.
Cai
, S.
Narasimhan
, H. F. J.
González
, K. E.
Wills
, V. L.
Morgan
, and D. J.
Englot
, “Temporal lobe epilepsy lateralisation and surgical outcome prediction using diffusion imaging (supplemental material
),” Journal of Neurology, Neurosurgery & Psychiatry
93
, 599
–608
(2022
).
This content is only available via PDF.
© 2025 Author(s). Published under an exclusive license by AIP Publishing.
2025
Author(s)