Table 1.
Principal definitions, symbols, and default parameter values used in equations
Symbol |
Identification |
Definition/values used |
---|---|---|
N | Number of neurons in network | 3000 (24,000 in some network simulations) |
k | Number of synapses per neuron | 30 (for CA1), 90 (for CA3) |
s | Spontaneous firing rate of a single neuron per time step of size τd | 0.0315 × τd |
τR | Absolute refractory time of neuron | 28 msec (IF), 36 msec (Poiss, HH) |
τd | Synaptic time delay | 2.8 msec (IF), 3.7 msec (Poiss), 1-5 msec (HH) |
ρ | Proportion of long-distance connections generated by breaking a synapse and rewiring it to a randomly chosen postsynaptic cell | Varied from 1.0 × 10−5 to 0.4 |
p1 | Synaptic strength (i.e., probability that postsynaptic neuron will fire given that a particular presynaptic neuron fired) | 0.025 |
p2 | Probability that two postsynaptic neurons fire given the presynaptic neuron fired (dependent on k and p1) | p2 = 1 - (1 - p1)k - kp1(1 - p1)k−1 |
α | Approximate number of neurons in wave front | k/2 - 1 |
R | Number of time steps that a neuron remains refractory | R = τR/τd ≈ 10 |
Wi | Number of waves present in network at time i | Wi + 1 = f(Wi) |
ei | Number of excitable neurons in the network at time i |
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ni | Number of new waves generated at time i resulting from long-distance connections | ni = (2αWi kρ)(p1p2ei/N) + Si |
di | Number of waves that die in time step i resulting from wave collision | di = 2αWi/ei |
Si | Spontaneous wave generation resulting from spontaneous cellular activity | Si = seip2 |
W* | Number of waves in network where new wave rate and dying wave rate are equal (equilibrium point) | f(W*) = W* |
f(Wi) |
Function describing number of waves on next time step given number of waves on time step i
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f(Wi) = Wi + ni − di
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