NeuronFiringHistory.cs

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namespace SpikingNeuronNetwork.Lib
{
    using System.Collections.Generic;
    using System.Linq;
    
    public class NeuronFiringHistory
    {
        public int NeuronIndex { get; set; }

        public SortedSet<SpikeStats> SpikeStats { get; set; }

        public double StartTime 
        {
            get 
            { 
                return (SpikeStats != null && SpikeStats.Count > 0) ? 
                    SpikeStats.First().PreSpikeState.Time :
                    -1; 
            }
        }

        public double EndTime
        {
            get
            {
                var lastOutputSpikeTime = (OutputSpikes != null && OutputSpikes.Count > 0) ? OutputSpikes.OrderBy(x => x.Time).Last().Time : -1;
                return (SpikeStats != null && SpikeStats.Count > 0) ?
                    (SpikeStats.Last().PostSpikeState.Time > lastOutputSpikeTime ? SpikeStats.Last().PostSpikeState.Time : lastOutputSpikeTime) :
                    -1;
            }
        }

        public List<Spike> OutputSpikes { get; set; } 

        public static List<int> GetNonFiringNeuronIndices(Dictionary<int, NeuronFiringHistory> neuronFiringHistories)
        {
            return neuronFiringHistories.Where(x => x.Value.OutputSpikes.Count == 0).Select(x => x.Key).ToList();
        }
    }
}