COMMENT
Simple model of synaptic modulation of a second messenger "msg" by dopamine.
msg approaches its steady state msginf with a single time constant tau.
Initially msg has value msginf = 1, and tau is tau0
(default is 100 ms).
If an input event with positive weight w arrives at time t
If msginf == 1
msginf = 1+w
tau = tau1
send a self-event that will return at t+dur
else
move the self-event to t+dur (i.e. just prolong "on" phase)
If a self-event arrives
msginf = 1
tau = tau0
An input event with negative weight has no effect.
Affects other mechanisms via POINTER variables linked to msg.
This model has simple dynamics and no stream-specificity.
ENDCOMMENT
NEURON {
POINT_PROCESS DAsyn
RANGE tau, tau0, tau1, dur, msg, msginf
}
PARAMETER {
tau0 = 100 (ms)
tau1 = 70 (ms)
dur = 600 (ms)
}
ASSIGNED {
tau (ms)
msginf (1)
}
STATE {
msg (1)
}
INITIAL {
tau = tau0
msginf = 1
msg = 1
}
BREAKPOINT {
SOLVE state METHOD cnexp
}
DERIVATIVE state {
msg' = (msginf - msg)/tau
}
NET_RECEIVE (w(1)) {
if (flag == 0) { : this is an input event
if (w>0) { : ignore events with nonpositive weight
if (msginf==1) {
msginf = 1 + w
tau = tau1
net_send(dur, 1)
} else {
net_move(t + dur)
}
}
} else { : this is a self-event
msginf = 1
tau = tau0
}
}