---
title: MPSCNNBinaryFullyConnectedNode
framework: metalperformanceshaders
role: symbol
role_heading: Class
path: metalperformanceshaders/mpscnnbinaryfullyconnectednode
---

# MPSCNNBinaryFullyConnectedNode

A representation of a fully connected convolution layer with binary weights and optionally binarized input image.

## Declaration

```swift
class MPSCNNBinaryFullyConnectedNode
```

## Topics

### Initializers

- [init(source:weights:scaleValue:type:flags:)](metalperformanceshaders/mpscnnbinaryfullyconnectednode/init(source:weights:scalevalue:type:flags:).md)
- [MPSCNNConvolutionDataSource](metalperformanceshaders/mpscnnconvolutiondatasource.md)
- [init(source:weights:outputBiasTerms:outputScaleTerms:inputBiasTerms:inputScaleTerms:type:flags:)](metalperformanceshaders/mpscnnbinaryfullyconnectednode/init(source:weights:outputbiasterms:outputscaleterms:inputbiasterms:inputscaleterms:type:flags:).md)

## Relationships

### Inherits From

- [MPSCNNBinaryConvolutionNode](metalperformanceshaders/mpscnnbinaryconvolutionnode.md)

### Conforms To

- [CVarArg](swift/cvararg.md)
- [CustomDebugStringConvertible](swift/customdebugstringconvertible.md)
- [CustomStringConvertible](swift/customstringconvertible.md)
- [Equatable](swift/equatable.md)
- [Hashable](swift/hashable.md)
- [MPSNNTrainableNode](metalperformanceshaders/mpsnntrainablenode.md)
- [NSObjectProtocol](objectivec/nsobjectprotocol.md)

## See Also

### Fully Connected Layer Nodes

- [MPSCNNFullyConnectedNode](metalperformanceshaders/mpscnnfullyconnectednode.md)