func (this *SpikingNeuron) ScopedSimulation(I float64, i int, t, T1, tau float64, uu []float64, neuronManager *group.NeuronManager) {
// Lock...
if neuronManager != nil {
// Increment to number of neurons...
// fmt.Println("Neuron", this.GetId(), "incremented the wait counter...");
time.Sleep(time.Millisecond)
neuronManager.GetInnerWaitGroup().Add(1)
defer neuronManager.GetInnerWaitGroup().Done()
// fmt.Println("Neuron", this.GetId(), "grabbed the lock...");
time.Sleep(time.Millisecond)
neuronManager.OuterLock()
}
// Get all the outputs from each connection.
if this.GetInputPredicate()(i, t, T1, this) {
I = this.GetInputSuccess()(i, t, T1, this)
} else {
I = this.GetInputFail()(i, t, T1, this)
}
this.SetV(this.GetV() + tau*(vars.GetConstantV1()*(this.GetV()*this.GetV())+vars.GetConstantV2()*this.GetV()+vars.GetConstantV3()-this.GetU()+I))
this.SetU(this.GetU() + tau*this.GetA()*(this.GetB()*this.GetV()-this.GetU()))
if this.GetPredicate()(t, i, this) {
this.GetSuccess()(t, i, this)
// Default results.
this.SetV(this.GetC())
this.SetU(this.GetU() + this.GetD())
} else {
// Don't Fire...
this.GetFail()(t, i, this)
}
uu[i] = this.GetU()
}
func (this *SpikingNeuron) Simulate(simulation *sim.Simulation, neuronManager *group.NeuronManager) {
I := float64(0)
steps := simulation.GetSteps()
tau := simulation.GetTau()
timeSeries := simulation.GetTimeSeries()
start := simulation.GetStart()
T1 := simulation.GetT()
uu := make([]float64, len(timeSeries))
this.SetOutputs(make([]float64, len(timeSeries)))
for t, i := start, 0; t < steps; t, i = t+tau, i+1 {
timeSeries[i] = t
this.ScopedSimulation(I, i, t, T1, tau, uu, neuronManager)
if neuronManager != nil {
// fmt.Println("Neuron", this.GetId(), "released the lock");
time.Sleep(time.Millisecond)
neuronManager.OuterUnlock()
// fmt.Println("Neuron", this.GetId(), "is waiting...");
time.Sleep(time.Millisecond)
neuronManager.GetInnerWaitGroup().Wait()
time.Sleep(time.Millisecond * 2)
// fmt.Println("Neuron", this.GetId(), "is finished at time", t);
}
}
simulation.SetTimeSeries(timeSeries)
if neuronManager != nil {
// fmt.Println("Finished", this.GetId());
neuronManager.DoneWaitGroup()
}
}