Firing Pattern Estimation of Biological Neuron Models by Adaptive Observer

Mitsunaga, Kouichi; Totoki, Yusuke; Matsuo, Takami

doi:10.1007/978-3-540-69158-7_10

Cited by 2 publications

(1 citation statement)

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“…Cortical neurons have been reported to show tonic bursting wherein the neurons periodically switches between firing state and resting state. The mixed mode firing is observed in mammalian neocortex [22]. Spike generation in fact depends on the firing threshold and the stimulus intensity.…”

Section: Regular and Chaotic Neuronal Dynamicsmentioning

confidence: 99%

Chaotic Dynamics and Complexity in Real and Physical Systems

Das¹,

Saha²

2021

Advances in Dynamical Systems Theory, Models, Algorithms and Applications

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Emergence of chaos and complex behavior in real and physical systems has been discussed within the framework of nonlinear dynamical systems. The problems investigated include complexity of Child’s swing dynamics , chaotic neuronal dynamics (FHN model), complex Food-web dynamics, Financial model (involving interest rate, investment demand and price index) etc. Proper numerical simulations have been carried out to unravel the complex dynamics of these systems and significant results obtained are displayed through tables and various plots like bifurcations, attractors, Lyapunov exponents, topological entropies, correlation dimensions, recurrence plots etc. The significance of artificial neural network (ANN) framework for time series generation of some dynamical system is suggested.

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Section: Regular and Chaotic Neuronal Dynamicsmentioning

confidence: 99%