| Name | Description | Type | Package | Framework |
| ADALINEPattern | Construct an ADALINE neural network. | Class | org.encog.neural.pattern | HeatonReasearch |
| ART1Pattern | Pattern to create an ART-1 neural network. | Class | org.encog.neural.pattern | HeatonReasearch |
| BAMPattern | Construct a Bidirectional Access Memory (BAM) neural network. | Class | org.encog.neural.pattern | HeatonReasearch |
| BoltzmannPattern | Pattern to create a Boltzmann machine. | Class | org.encog.neural.pattern | HeatonReasearch |
| CPNPattern | Pattern that creates a CPN neural network. | Class | org.encog.neural.pattern | HeatonReasearch |
| ElmanPattern | This class is used to generate an Elman style recurrent neural network. | Class | org.encog.neural.pattern | HeatonReasearch |
| FeedForwardPattern | Used to create feedforward neural networks. | Class | org.encog.neural.pattern | HeatonReasearch |
| HopfieldPattern | Create a Hopfield pattern. | Class | org.encog.neural.pattern | HeatonReasearch |
| JordanPattern | This class is used to generate an Jordan style recurrent neural network. | Class | org.encog.neural.pattern | HeatonReasearch |
| NeuralNetworkPattern | Patterns are used to create common sorts of neural networks. | Interface | org.encog.neural.pattern | HeatonReasearch |
| PatternError | This class is thrown when an error occurs while using one of the neural network pattern classes. | Class | org.encog.neural.pattern | HeatonReasearch |
| PNNPattern | Pattern to create a PNN. | Class | org.encog.neural.pattern | HeatonReasearch |
| RadialBasisPattern | A radial basis function (RBF) network uses several radial basis functions to provide a more dynamic hidden layer activation function than many other types | Class | org.encog.neural.pattern | HeatonReasearch |
| SOMPattern | A self organizing map is a neural network pattern with an input and output layer. | Class | org.encog.neural.pattern | HeatonReasearch |
| SVMPattern | A pattern to create support vector machines. | Class | org.encog.neural.pattern | HeatonReasearch |