|
DistanceLayer Class |
Distance layer.
Inheritance HierarchyNamespace: Accord.Neuro
Assembly: Accord.Neuro (in Accord.Neuro.dll) Version: 3.8.0
SyntaxThe DistanceLayer type exposes the following members.
Constructors| Name | Description | |
|---|---|---|
 | DistanceLayer |
Initializes a new instance of the DistanceLayer class.
|
Properties| Name | Description | |
|---|---|---|
 | InputsCount |
Layer's inputs count.
(Inherited from Layer.) |
| Neurons |
Layer's neurons.
(Inherited from Layer.) |
| Output |
Layer's output vector.
(Inherited from Layer.) |
Methods| Name | Description | |
|---|---|---|
| Compute |
Compute output vector of the layer.
(Inherited from Layer.) |
| Equals | Determines whether the specified object is equal to the current object. (Inherited from Object.) |
 | Finalize | Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object.) |
| GetHashCode | Serves as the default hash function. (Inherited from Object.) |
| GetType | Gets the Type of the current instance. (Inherited from Object.) |
| MemberwiseClone | Creates a shallow copy of the current Object. (Inherited from Object.) |
| Randomize |
Randomize neurons of the layer.
(Inherited from Layer.) |
| ToString | Returns a string that represents the current object. (Inherited from Object.) |
Fields| Name | Description | |
|---|---|---|
 | inputsCount |
Layer's inputs count.
(Inherited from Layer.) |
| neurons |
Layer's neurons.
(Inherited from Layer.) |
| neuronsCount |
Layer's neurons count.
(Inherited from Layer.) |
| output |
Layer's output vector.
(Inherited from Layer.) |
Extension Methods| Name | Description | |
|---|---|---|
 | HasMethod |
Checks whether an object implements a method with the given name.
(Defined by ExtensionMethods.) |
| IsEqual |
Compares two objects for equality, performing an elementwise
comparison if the elements are vectors or matrices.
(Defined by Matrix.) |
| To(Type) | Overloaded.
Converts an object into another type, irrespective of whether
the conversion can be done at compile time or not. This can be
used to convert generic types to numeric types during runtime.
(Defined by ExtensionMethods.) |
| ToT | Overloaded.
Converts an object into another type, irrespective of whether
the conversion can be done at compile time or not. This can be
used to convert generic types to numeric types during runtime.
(Defined by ExtensionMethods.) |
RemarksDistance layer is a layer of distance neurons.
The layer is usually a single layer of such networks as Kohonen Self
Organizing Map, Elastic Net, Hamming Memory Net.
See Also