public List <Message>[] Run(List <Message>[] input, string printLocation = "")
{
messageHandling.resetLists();
foreach (List <LeakyIntegrateAndFireNode> current_nodes in Nodes)
{
foreach (LeakyIntegrateAndFireNode n in current_nodes)
{
n.ResetNode();
n.CurrentlyTraining = true;//training;
}
}
//setup inputs
for (int node_count = 0; node_count < Nodes[0].Count; node_count++)
{
foreach (Message message in input[node_count])
{
messageHandling.addMessage(new Message(message.Time, InputSynapses[node_count], 1)); //add inputs
}
}
//loop round current 'events' till none left
while (messageHandling.RunEventsAtNextTime() && messageHandling.max_time < 1000)
{
foreach (List <LeakyIntegrateAndFireNode> current_layer in Nodes)
{
foreach (LeakyIntegrateAndFireNode n in current_layer)
{
n.PostFire();
}
}
}
if (printLocation != "")
{
using (System.IO.StreamWriter file = new System.IO.StreamWriter(printLocation, true))
{
file.Write("\n");
foreach (List <LeakyIntegrateAndFireNode> node_list in Nodes)
{
foreach (Node n in node_list)
{
{
file.Write((n.LastDeltaI * n.LastDeltaI).ToString() + ",");
}
}
file.Write("NEXTLAYER,");
}
}
}
return(messageHandling.getOutput());
}
public virtual void Spike(int time, double val = 1) //val for future use
{
if (CurrentlyTraining)
{
OutputMessages.Add(new Message(time, new SynapseObject(this, null), val));
}
foreach (SynapseObject output in Outputs)
{
messageHandler.addMessage(new Message(time + Delay, output, val));
}
}