gauss_input2.add_spike_rate(0, 2.5, 1.5, 100)
gauss_input2.add_spike_rate(800, 2.5, 1.5, 100)
gauss_input2.add_spike_rate(11200, 2.5, 1.5, 100)
gauss_input2.add_spike_rate(800, 2.5, 1.5, 100)
gauss_input2.add_spike_rate(0, 2.5, 1.5, 100)
gauss_input2.create()
kernel = SelectiveKernel(amp_exc=0.495,
width_exc=2.5,
global_inh=0.2,
border_type="inhibition")
field = Field("field",
net,
domain=field_domain,
shape=field_shape,
kernel=kernel,
tau_voltage=2,
tau_current=10,
delay=3)
connect(gauss_input1, field, 0.1, mask="one-to-one")
connect(gauss_input2, field, 0.1, mask="one-to-one")
# run the network
time_steps = 500
net.run(time_steps)
net.disconnect()
# plot results
plotter = Plotter()
plotter.add_input_plot(gauss_input1)
gauss_input2 = GaussPiecewiseStaticInput("input 2", net, domain=field_domain, shape=field_shape)
gauss_input2.add_spike_rate(0, 0.775, 0.1, 100)
gauss_input2.add_spike_rate(11200, 0.775, 0.1, 400)
gauss_input2.create()
kernel = MultiPeakKernel(amp_exc=0.40,
width_exc=2.0,
amp_inh=-0.28,
width_inh=4.0,
border_type="zeros")
field1 = Field("field",
net,
domain=field_domain,
shape=field_shape,
kernel=kernel,
tau_voltage=2,
tau_current=10,
delay=3)
connect(gauss_input1, field1, 0.1, mask="one-to-one")
connect(gauss_input2, field1, 0.1, mask="one-to-one")
field2 = Field("field without kernel",
net,
domain=field_domain,
shape=field_shape,
kernel=None,
tau_voltage=2,
tau_current=10,
delay=3)