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Noah Weiss & Susan Koons
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Neuroscience: 3ed
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Resistors: Linear or non-linear F(V,I)=0V=IR I=f(V) V = h(I) Capacitors: Pumps:
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Kirchhoff’s Current Law: The principle of conservation of electric charge implies that: The sum of currents flowing towards a point is equal to the sum of currents flowing away from that point. i1i1 i2i2 i3i3 i 1 = i 2 + i 3
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Kirchhoff’s Voltage Law The directed sum of the electrical potential differences around any closed circuit must be zero. (Conservation of Energy) V R1 + V R2 + V R3 + V C =0 R1R1 R2R2 R3R3
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Neurons can be modeled with a circuit model – Each circuit element has an IV characteristic – The IV characteristics lead to differential equation(s) Use Kirchhoff’s laws and IV characteristics to get the differential equations
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Solve for and use To find use the current law: – Additionally, define the absolute current – Assume a linear resistor with (small) resistance γ in series with the pumps Use Kirchhoff’s laws to get:
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Assume the “N” curve doesn’t interact with the “S” curve – All three parts of “N” are within primary branch of “S” – Also, let ε = 0: I V K Na
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Substitute the 4 th equation into the 1 st Nullclines: Set the derivatives equal to zero – Nontrivial nullcline in the 2 nd and 3 rd equations are same – Re-arrange and obtain the following:
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Let – Analyze the nullclines: vector field directions – Assume C<<1: singular perturbation – nullcline intersects nullcline in primary branch IAIA VcVc I A nullcline V C nullcline
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Increase to shift the nullcline upward To get an action potential:
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The “N” curve has 2 “knee” points at The “S” curve is merely linear by assumption (i.e. is constant) Some algebra shows that must satisfy: >=
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Inside the cell Outside the cell
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Recall the equations for one node: – There is no outgoing current Consider a second node that is not coupled to the first node – It should have the same equation (but with different currents)
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Couple the nodes by adding a linear resistor between them
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This is the general equation for the nth node In and out currents are derived in a similar manner:
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Forcing current C=.1 pF
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C=.01 pF
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C=.7 pF
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(x10 pF)
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(ms)
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(x100 mV)
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(ms) The Importance of Myelination- Myelinated Axon
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Myelination matters! Myelination decreases capacitance and increases conductance velocity If capacitance is too high, the pulse will not transmit First model that shows a pulse that travels down the entire axon without dying out
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