/// <summary>
/// Trains a classifier for each channel so long as (int)minSpikes worth of spikes have been collected
/// for that channel in the training buffer. Performs operation on its own thread.
/// </summary>
public void Train(TrainingParameters trainParam)
{
Console.WriteLine("Training spike sorter...");
try
{
switch (trainParam.Type)
{
case "PCA":
Train();
break;
case "Maximum Voltage Inflection":
Train(trainParam.PeakSample);
break;
case "Double Voltage Inflection":
Train(trainParam.PeakSample, trainParam.MSecToSecondSample, trainParam.SampleFreqHz);
break;
}
trained = true;
Console.WriteLine("Spike sorter training complete.");
}
catch (Exception ex)
{
Console.WriteLine("Spike sorter training has failed. No sorting will be performed.");
Console.WriteLine(ex.Message);
}
}
private void sorterTrainer_trainSS(object sender, DoWorkEventArgs e)
{
// Actual training method
TrainingParameters tp;
if (spikeSorter.projectionType == "Maximum Voltage Inflection")
{
tp = new TrainingParameters(spikeSorter.projectionType, numPre);
spikeSorter.Train(tp);
}
else if (spikeSorter.projectionType == "PCA")
{
tp = new TrainingParameters(spikeSorter.projectionType);
spikeSorter.Train(tp);
}
else if (spikeSorter.projectionType == "Double Voltage Inflection")
{
tp = new TrainingParameters(spikeSorter.projectionType,numPre, 0.4, (int)Properties.Settings.Default.RawSampleFrequency);
spikeSorter.Train(tp);
}
}
/// <summary>
/// Trains a classifier for each channel so long as (int)minSpikes worth of spikes have been collected
/// for that channel in the training buffer. Performs operation on its own thread.
/// </summary>
public void Train(TrainingParameters trainParam)
{
Console.WriteLine("Training spike sorter...");
try
{
switch (trainParam.Type)
{
case "PCA":
Train();
break;
case "Maximum Voltage Inflection":
Train(trainParam.PeakSample);
break;
case "Double Voltage Inflection":
Train(trainParam.PeakSample, trainParam.MSecToSecondSample, trainParam.SampleFreqHz);
break;
}
trained = true;
Console.WriteLine("Spike sorter training complete.");
}
catch (Exception ex)
{
Console.WriteLine("Spike sorter training has failed. No sorting will be performed.");
Console.WriteLine(ex.Message);
}
}
