/// <summary>
/// Initializes a new instance of the <see cref="RecurrentContext" /> class. Used by Serializer
/// </summary>
/// <param name='info'>
/// Info.
/// </param>
/// <param name='context'>
/// Context.
/// </param>
public RecurrentContext(SerializationInfo info, StreamingContext context)
: base(info, context)
{
_SourceNodes = (List<Node.Base>) info.GetValue("_SourceNodes", typeof (List<Node.Base>));
_LevelOfContext = info.GetInt32("_LevelOfContext");
_ActivationFunction = (ActivationFunction.Base) info.GetValue("_ActivationFunction", typeof (ActivationFunction.Base));
}
/// <summary>
/// Initializes a new instance of the
/// <see>
/// <cref>Cranium.Structure.Node.Base</cref>
/// </see>
/// class for use by the serializer.
/// </summary>
/// <param name='layer'>
/// Layer.
/// </param>
/// <param name='activationFunction'>
/// Activation function.
/// </param>
public Base(Layer.Base layer, ActivationFunction.Base activationFunction)
{
_ParentLayer = layer;
_ActivationFunction = activationFunction;
}
public virtual void Dispose()
{
_ParentLayer = null;
_ForwardWeights.Clear();
_ForwardWeights = null;
_ReverseWeights.Clear();
_ReverseWeights = null;
_ActivationFunction.Dispose();
_ActivationFunction = null;
}
/// <summary>
/// Initializes a new instance of the
/// <see>
/// <cref>Cranium.Structure.Node.Base</cref>
/// </see>
/// class. Used by the Serializer
/// </summary>
/// <param name='info'>
/// Info.
/// </param>
/// <param name='context'>
/// Context.
/// </param>
public Base(SerializationInfo info, StreamingContext context)
{
_Value = info.GetDouble("_Value");
_Error = info.GetDouble("_Error");
_ParentLayer = (Layer.Base)info.GetValue("_ParentLayer", typeof(Layer.Base));
_ForwardWeights = (List<Weight.Base>)info.GetValue("_ForwardWeights", typeof(List<Weight.Base>));
_ReverseWeights = (List<Weight.Base>)info.GetValue("_ReverseWeights", typeof(List<Weight.Base>));
_ActivationFunction = (ActivationFunction.Base)info.GetValue("_ActivationFunction", typeof(ActivationFunction.Base));
_NodeID = info.GetInt32("_NodeID");
}
/// <summary>
/// Initializes a new instance of the <see cref="RecurrentContext" /> class.
/// </summary>
/// <param name='levelOfContext'>
/// Level of context.
/// </param>
/// <param name='activationFunction'>
/// Activation function to be used for the context nodes.
/// </param>
public RecurrentContext(Int32 levelOfContext, ActivationFunction.Base activationFunction)
{
_ActivationFunction = activationFunction;
_SourceNodes = new List<Node.Base>();
_LevelOfContext = levelOfContext;
}
/// <summary>
/// Initializes a new instance of the <see cref="EchoReservoir" /> class.
/// </summary>
/// <param name='nodeCount'>
/// The number of nodes in the Reservoir
/// </param>
/// <param name='levelOfConnectivity'>
/// The connectivity is calculated as chances = max-min, for each chance the levelOfConnectivity is compared to a
/// random double, if levelOfConnectivity is higher
/// then an additional connection is made ontop of the origional Min
/// </param>
/// <param name='minimumConnections'>
/// Minimum connections per node.
/// </param>
/// <param name='maximumConnections'>
/// Maximum connections per node.
/// </param>
/// <param name='activationFunction'>
/// Activation function.
/// </param>
public EchoReservoir(Int32 nodeCount, Double levelOfConnectivity, Int32 minimumConnections, Int32 maximumConnections, ActivationFunction.Base activationFunction)
{
_NodeCount = nodeCount;
_LevelOfConnectivity = levelOfConnectivity;
_MinimumConnections = minimumConnections;
_MaximumConnections = maximumConnections;
_ActivationFunction = activationFunction;
}
/// <summary>
/// Initializes a new instance of the <see cref="EchoReservoir" /> class. Used by the Serialiszer
/// </summary>
/// <param name='info'>
/// Info.
/// </param>
/// <param name='context'>
/// Context.
/// </param>
public EchoReservoir(SerializationInfo info, StreamingContext context)
: base(info, context)
{
_NodeCount = info.GetInt32("_NodeCount");
_LevelOfConnectivity = info.GetDouble("_LevelOfConnectivity");
_MinimumConnections = info.GetInt32("_MinimumConnections");
_MaximumConnections = info.GetInt32("_MaximumConnections");
_ActivationFunction = (ActivationFunction.Base) info.GetValue("_ActivationFunction", typeof (ActivationFunction.Base));
_Rnd = (Random) info.GetValue("_Rnd", typeof (Random));
}
