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Simplified Dynamics of Human and Mammalian Neocortical Neurons

✍ Scribed by HUGH R. WILSON


Book ID
102611244
Publisher
Elsevier Science
Year
1999
Tongue
English
Weight
262 KB
Volume
200
Category
Article
ISSN
0022-5193

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✦ Synopsis


The behavior of human and mammalian neocortical neurons is governed by the interplay of approximately a dozen ion currents. Due to the complexity of the resulting dynamics, it is sometimes advantageous to resort to simpler systems in order to gain insight into the relationship between underlying dynamical principles and biophysics. This paper presents a new and extremely simple approximation to the dynamics of neocortical neurons based on just four simulated ion currents: I ,?

, I ) , I 2 , and I &.

. The formulation incorporates Ohm's law plus explicit representation of Na>, K>, and Ca> equilibrium potentials, yet mathematical simplicity is retained by restriction of the dynamics to cubic nonlinearities. The resulting equations produce a good approximation to spike shapes, "ring rates, and bursting behavior throughout the physiological range. Analysis of the equations suggests that four unique dynamical regimes form the basis for di!erent categories of neocortical neurons. Synaptic coupling between these model neurons demonstrates their potential utility in simulations by producing network models of bursting and of short-term memory function.


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Modern stereological methods provide precise and reliable estimates of the number of neurons in specific regions of the brain. We decided to estimate the total number of neocortical neurons in the normal human brain and to analyze it with respect to the major macro-and microscopical structural compo