dropconnect.hpp File Reference

Include dependency graph for dropconnect.hpp:

This graph shows which files directly or indirectly include this file:

Go to the source code of this file.

## Classes | |

class | DropConnectType< MatType > |

The DropConnect layer is a regularizer that randomly with probability ratio sets the connection values to zero and scales the remaining elements by factor 1 /(1 - ratio). More... | |

## Namespaces | |

mlpack | |

Linear algebra utility functions, generally performed on matrices or vectors. | |

mlpack::ann | |

Artificial Neural Network. | |

## Typedefs | |

typedef DropConnectType< arma::mat > | DropConnect |

Definition of the DropConnect class, which implements a regularizer that randomly sets connections to zero. Preventing units from co-adapting.

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.

Definition in file dropconnect.hpp.