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المؤلفHou, S.P.
المؤلفHaddad, W.M.
المؤلفMeskin, N.
المؤلفBailey, J.M.
تاريخ الإتاحة2015-12-15T06:52:47Z
تاريخ النشر2015-12
اسم المنشورJournal of Mathematical Neuroscience
المصدرScopus
الاقتباسHou, S.P. et al. "A Mechanistic Neural Field Theory of How Anesthesia Suppresses Consciousness: Synaptic Drive Dynamics, Bifurcations, Attractors, and Partial State Equipartitioning", The Journal of Mathematical Neuroscience (JMN) 2015, 5:20.
الرقم المعياري الدولي للكتاب2190-8567
معرّف المصادر الموحدhttp://dx.doi.org/10.1186/s13408-015-0032-7
معرّف المصادر الموحدhttp://hdl.handle.net/10576/3951
الملخصWith the advances in biochemistry, molecular biology, and neurochemistry there has been impressive progress in understanding the molecular properties of anesthetic agents. However, there has been little focus on how the molecular properties of anesthetic agents lead to the observed macroscopic property that defines the anesthetic state, that is, lack of responsiveness to noxious stimuli. In this paper, we use dynamical system theory to develop a mechanistic mean field model for neural activity to study the abrupt transition from consciousness to unconsciousness as the concentration of the anesthetic agent increases. The proposed synaptic drive firing-rate model predicts the conscious-unconscious transition as the applied anesthetic concentration increases, where excitatory neural activity is characterized by a Poincare-Andronov-Hopf bifurcation with the awake state transitioning to a stable limit cycle and then subsequently to an asymptotically stable unconscious equilibrium state. Furthermore, we address the more general question of synchronization and partial state equipartitioning of neural activity without mean field assumptions. This is done by focusing on a postulated subset of inhibitory neurons that are not themselves connected to other inhibitory neurons. Finally, several numerical experiments are presented to illustrate the different aspects of the proposed theory.
راعي المشروعNPRP grant No. 4-187-2-060 from the Qatar National Research Fund (a member of the Qatar Foundation)
اللغةen
الناشرSpringer Verlag
الموضوعBiological networks
Consciousness
Dynamical systems
Equipartition
General anesthesia
Hopf bifurcation
Mean field models
Spiking neuron models
Synaptic drives
Syncrhonization
العنوانA Mechanistic Neural Field Theory of How Anesthesia Suppresses Consciousness: Synaptic Drive Dynamics, Bifurcations, Attractors, and Partial State Equipartitioning
النوعArticle
رقم العدد1
رقم المجلد5


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