model of DCN pyramidal neuron
You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
 
 

111 lines
3.0 KiB

# -*- encoding: utf-8 -*-
from neuron import h
import pyqtgraph as pg
import cnmodel.util as util
from .protocol import Protocol
from .. import cells
class SimpleSynapseTest(Protocol):
def reset(self):
super(SimpleSynapseTest, self).reset()
def run(
self,
pre_sec,
post_sec,
temp=34.0,
dt=0.025,
vclamp=-65.0,
iterations=1,
tstop=200.0,
stim_params=None,
**kwds
):
"""
"""
Protocol.run(self, **kwds)
pre_cell = cells.cell_from_section(pre_sec)
post_cell = cells.cell_from_section(post_sec)
synapse = pre_cell.connect(post_cell, type="simple")
self.synapse = synapse
self.pre_sec = synapse.terminal.section
self.post_sec = synapse.psd.section
self.pre_cell = pre_cell
self.post_cell = post_cell
#
# voltage clamp the target cell
#
vccontrol = h.VClamp(0.5, sec=post_cell.soma)
vccontrol.dur[0] = tstop
vccontrol.amp[0] = vclamp
# vccontrol.dur[1] = 100.0
# vccontrol.amp[1] = clampV
# vccontrol.dur[2] = 20.0
# vccontrol.amp[2] = clampV
#
# set up stimulation of the presynaptic axon/terminal
#
istim = h.iStim(0.5, sec=pre_cell.soma)
stim = {
"NP": 10,
"Sfreq": 100.0,
"delay": 10.0,
"dur": 0.5,
"amp": 10.0,
"PT": 0.0,
"dt": dt,
}
if stim_params is not None:
stim.update(stim_params)
(secmd, maxt, tstims) = util.make_pulse(stim)
self.stim = stim
if tstop is None:
tstop = len(secmd) * dt
istim.delay = 0
istim.dur = 1e9 # these actually do not matter...
istim.iMax = 0.0
# istim current pulse train
i_stim_vec = h.Vector(secmd)
i_stim_vec.play(istim._ref_i, dt, 0)
#
# Run simulation
#
h.tstop = tstop # duration of a run
h.celsius = temp
h.dt = dt
self.temp = temp
self.dt = dt
for nrep in list(range(iterations)): # could do multiple runs....
self.reset()
self["v_pre"] = pre_cell.soma(0.5)._ref_v
self["t"] = h._ref_t
self["v_soma"] = post_cell.soma(0.5)._ref_v
self["i_soma"] = vccontrol._ref_i
util.custom_init()
h.run()
def show(self):
self.win = pg.GraphicsWindow()
self.win.resize(800, 800)
t = self["t"]
p1 = self.win.addPlot(title=self.pre_cell.status["name"])
p1.setLabels(left="V pre (mV)", bottom="Time (ms)")
p1.plot(t, self["v_pre"])
self.win.nextRow()
p2 = self.win.addPlot(title=self.post_cell.status["name"])
p2.plot(t[1:], self["i_soma"][1:], pen=pg.mkPen("w", width=2))
p2.setLabels(left="I post (nA)", bottom="Time (ms)")
p2.setXLink(p1)