def f_parameters():
#Parameters: define all the parameters needed
timeStep = 0.025 #[ms]
#Parameters to Calculate STDP
STDP_par = [
5e-4, #A_LTD 15e-5
12e-4, #A_LTP 7.0e-5
-69, #theta_Low -70.6+2
-15, #theta_High -45.3
1, #(4) w_max 1
0, #w_min 0.001
-1, #homeostatic target potential (<0 for no homeostasis)
0.2, # correction factor for LTP due to NMDA spikes
]
#Parameters: Neuron
Neuron_par = [
-69, #E_L -70.6 mV
40, #g_L 30 nS
281, #C 281 pF
20, #thresh 20 mV
1, # (4) Nr of dendrites
0, #%
35, #uM_Tconst 10
35, #uP_Tconst 7
15, #x_Tconst 15
1, # (9) x_reset 1
-69, #u_reset -70.6
2, #delta_T 2
-50.4, #V_Trest -50.4
20, #V_Tjump 20
50, # (14) V_T_tau 50
0, #delay between pre spike and response [ms] 0
20, # time constant for the noise
0, # noise average
0 , #noise St Dev
10000, #(19) timeconstant for homeostasis
1, # spike width soma [ms]
1 , #spike width dendrite [ms]
0.3 , # latency of the spike in dendrites [ms]
0, #absolute refractory time (total abs. refractory time = spike_width_dend+spike_latency+refrac_time) [ms]
-69+14 #(24) reset voltage after spike [mV]
]
EPSC_par = [
0 , # % (0) AMPA reversal potential
0 , # % NMDA reversal potential
4*5 , # % Amplitude of AMPA current
30 , # % Amplitude of NMDA current
2 , # % (4) AMPA conductance decay time
50 , # % NMDA conductance decay time
0.95 , # % attenuation: from prox to soma
0.4 , # % attenuation: from dist to soma
60 , # % AMPA conductance
120 # % (9) NMDA conductance
]
return timeStep, STDP_par, Neuron_par, EPSC_par