scholarly journals Spatiotemporal Dynamical Modelling of Absence Seizures Using Neural Field Theory of Corticothalamic System

2021 ◽  
Vol 168 ◽  
pp. S29-S30
Author(s):  
Dongping Yang
Keyword(s):  
Field Theory ◽  
Neural Field ◽  
Absence Seizures ◽  
Neural Field Theory ◽  
Dynamical Modelling

K-complexes, spindles, and ERPs as impulse responses: unification via neural field theory

2017 ◽  
Vol 111 (2) ◽  
pp. 149-164 ◽  
Author(s):  
M. S. Zobaer ◽  
R. M. Anderson ◽  
C. C. Kerr ◽  
P. A. Robinson ◽  
K. K. H. Wong ◽  
...  
Keyword(s):  
Field Theory ◽  
Neural Field ◽  
Impulse Responses ◽  
Neural Field Theory

A Simple Human Brain Model Reproducing Evoked MEG Based on Neural Field Theory

2021 ◽  
pp. 109-116
Author(s):  
Evgenii Burlakov ◽  
Vitaly Verkhlyutov ◽  
Vadim Ushakov
Keyword(s):  
Field Theory ◽  
Human Brain ◽  
Neural Field ◽  
Neural Field Theory

A Neural Field Theory for Loss of Consciousness

2016 ◽  
pp. 93-162
Author(s):  
W.M. Haddad ◽  
S.P. Hou ◽  
J.M. Bailey ◽  
N. Meskin
Keyword(s):  
Field Theory ◽  
Neural Field ◽  
Loss Of Consciousness ◽  
Neural Field Theory

A New Clustering Approach on the Basis of Dynamical Neural Field

2011 ◽  
Vol 23 (8) ◽  
pp. 2032-2057 ◽  
Author(s):  
Dequan Jin ◽  
Jigen Peng ◽  
Bin Li
Keyword(s):  
Field Theory ◽  
Hierarchical Clustering ◽  
Field Model ◽  
Complex Structure ◽  
Evolutionary Process ◽  
Neural Field ◽  
Neural Field Model ◽  
Neural Field Theory ◽  
Neuron Ensemble ◽  
Clustering Approach

In this letter, we present a new hierarchical clustering approach based on the evolutionary process of Amari's dynamical neural field model. Dynamical neural field theory provides a theoretical framework macroscopically describing the activity of neuron ensemble. Based on it, our clustering approach is essentially close to the neurophysiological nature of perception. It is also computationally stable, insensitive to noise, flexible, and tractable for data with complex structure. Some examples are given to show the feasibility.

Evoked response activity eigenmode analysis in a convoluted cortex via neural field theory

2020 ◽  
Vol 102 (6) ◽  
Author(s):  
K. N. Mukta ◽  
P. A. Robinson ◽  
J. C. Pagès ◽  
N. C. Gabay ◽  
Xiao Gao
Keyword(s):  
Field Theory ◽  
Neural Field ◽  
Evoked Response ◽  
Neural Field Theory ◽  
Eigenmode Analysis
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