Class NTMWriteHead<T>

Namespace

AiDotNet.MetaLearning.Algorithms

Assembly

AiDotNet.dll

NTM write head for content-based addressing.

public class NTMWriteHead<T>

Type Parameters

T

The numeric type.

Inheritance

object

NTMWriteHead<T>

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Constructors

NTMWriteHead(int, int)

Initializes a new instance of NTMWriteHead.

public NTMWriteHead(int memoryWidth, int memorySize)

Parameters

memoryWidth int

The width of each memory slot.

memorySize int

The number of memory slots.

Methods

Clone()

Clones the write head.

public NTMWriteHead<T> Clone()

Returns

NTMWriteHead<T>

A new write head with the same configuration.

ComputeWriteWeights(Tensor<T>, NTMMemory<T>)

Computes write weights using cosine similarity.

public Vector<T> ComputeWriteWeights(Tensor<T> key, NTMMemory<T> memory)

Parameters

key Tensor<T>

The key tensor.

memory NTMMemory<T>

The memory matrix.

Returns

Vector<T>

The write weights vector.