See: Description
Class | Description |
---|---|
BackpropNetwork |
Backprop network.
|
BPTTNetwork |
Implements a network to be trained using backprop through time.
|
CompetitiveGroup |
Competitive implements a simple competitive network.
|
CompetitiveNetwork |
CompetitiveNetwork is a small network encompassing a Competitive
group.
|
EchoStateNetwork |
Builds an Echo-State Network with options for all valid weight
configurations.
|
FeedForward |
A standard feed-forward network, where a succession of neuron groups and
synapse groups are organized into layers.
|
Hopfield |
Hopfield is a basic implementation of a discrete Hopfield network.
|
KWTA |
KwtaNetwork implements a k Winner Take All network.
|
LMSNetwork |
A Least Mean Squares network.
|
SimpleRecurrentNetwork |
Implements a simple recurrent network (See, e.g, Elman 1991).
|
SOMGroup |
SOM implements a Self-Organizing Map network.
|
SOMNetwork |
SOMNetwork is a small network encompassing an SOM group.
|
WinnerTakeAll |
WinnerTakeAll.The neuron with the highest weighted input in a
winner-take-all network takes on an upper value, all other neurons take on
the lower value.
|
Enum | Description |
---|---|
CompetitiveGroup.UpdateMethod |
Specific implementation of competitive learning.
|
Hopfield.HopfieldUpdate |
Main forms of Hopfield update rule.
|