Title :
Multistability, bifurcations, and biological neural networks: A synaptic drive firing model for cerebral cortex transition in the induction of general anesthesia
Author :
Haddad, Wassim M. ; Hui, Qing ; Bailey, James M.
Author_Institution :
Sch. of Aerosp. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
This paper focuses on multistability theory for discontinuous dynamical systems having a set of multiple isolated equilibria and/or a continuum of equilibria. Multistability is the property whereby the solutions of a dynamical system can alternate between two or more mutually exclusive Lyapunov stable and convergent equilibrium states under asymptotically slowly changing inputs or system parameters. In this paper, we extend the definition and theory of multistability to discontinuous autonomous dynamical systems. In particular, nontangency Lyapunov-based tests for multistability of discontinuous systems with Filippov solutions are established. The results are then applied to excitatory and inhibitory biological neuronal networks to explain the underlying mechanism of action for anesthesia and consciousness from a multistable dynamical system perspective, thereby providing a theoretical foundation for general anesthesia using the network properties of the brain.
Keywords :
Lyapunov methods; bifurcation; biology; neural nets; stability; Filippov solutions; asymptotically slowly changing inputs; bifurcations; cerebral cortex transition; convergent equilibrium states; discontinuous autonomous dynamical systems; excitatory biological neuronal networks; general anesthesia; inhibitory biological neuronal networks; multiple isolated equilibria; multistability theory; mutually exclusive Lyapunov stability; network properties; nontangency Lyapunov-based tests; synaptic drive firing model; system parameters; Anesthesia; Biomembranes; Convergence; Electric potential; Mathematical model; Neurons; Vectors;
Conference_Titel :
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-61284-800-6
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2011.6160350