- Command neurons: AVBL, AVBR
- Motor neurons: DB1, DB2, DB3, DB4, DB5, DB6, DB7
- Muscles: DL(6,8-24), DR(8-24)
- Gap-junctions:
- DB1 - DB2, DB2 - DB3, ..., DB6 - DB7
- muscle - muscle
- Delayed gap-junctions:
- AVB(L/R) - DB(1-7) (no connection between AVBL - DB1)
- Chemical synapses:
- DB - muscle
- duration: 1000 ms
- dt: 0.05
- Injected current:
- Target: AVB(L/R)
- Current: 15 pA
- Time: 50 ms <= t < 900 ms
- Population size: 130
- Selection size / offspring size: 30
- Mutation rate: 0.1
- Termination conditions:
- Maximal number of evaluations: 2000
- conductance of the gap-junctions.
- conductance, sigma, mu, of the delayed gap-junctions.
- conductance of the chemical-synapses.
- AVB - DB
- conductance: [0.00052, 0.06252] nS
- sigma: [0.1, 0.9] per_mV
- mu: [-70, 20] mV
- DB1 - DB2, ..., DB6 - DB7
- conductance: [0.00002, 0.04252] nS
- DB - muscle
- conductance: [0.02, 2] nS
- muscle - muscle
- conductance: [0.00002, 0.00050] nS
- 'first spike time' of DB motor neurons (spike time is depending on the spike theshold of -20 mV).
- DB1 at t=115 ms
- DB2 at t=125 ms
- DB3 at t=135 ms
- DB4 at t=145 ms
- DB5 at t=155 ms
- DB6 at t=165 ms
- DB7 at t=175 ms
- 'DB1/0/GenericNeuronCell/v:first_spike_time': 138.55
- 'DB2/0/GenericNeuronCell/v:first_spike_time': 143.35
- 'DB3/0/GenericNeuronCell/v:first_spike_time': 143.7
- 'DB4/0/GenericNeuronCell/v:first_spike_time': 147.04999999999998
- 'DB5/0/GenericNeuronCell/v:first_spike_time': 145.95
- 'DB6/0/GenericNeuronCell/v:first_spike_time': 146.8
- 'DB7/0/GenericNeuronCell/v:first_spike_time': 144.9
All the parameters for the best individual can be found inside the nml file at CASE1AVB_DB.nml.
To rerun the simulation for the best individual execute pynml LEMS_CASE1AVB_DB.xml
.
Due to the huge number of parameters and the corresponding ranges, the optimizer didn't find a good solution for the given number of max evaluations.