www.gusucode.com > cnn 工具箱 matlab 源码程序 > cnn/+nnet/+cnn/+layer/ReLULayer.m
classdef ReLULayer < nnet.cnn.layer.Layer % ReLULayer Rectified linear unit (ReLU) layer % % To create a rectified linear unit layer, use reluLayer % % A rectified linear unit layer. This type of layer performs a simple % thresholding operation, where any input value less than zero will % be set to zero. % % ReLULayer properties: % Name - A name for the layer. % % Example: % Create a relu layer. % % layer = reluLayer() % % See also reluLayer % Copyright 2015-2016 The MathWorks, Inc. properties(SetAccess = private, Dependent) Name end methods function val = get.Name(this) val = this.PrivateLayer.Name; end function out = saveobj(this) out.Version = 1.0; out.Name = this.PrivateLayer.Name; end end methods(Static) function inputArguments = parseInputArguments(varargin) parser = iCreateParser(); parser.parse(varargin{:}); inputArguments = iConvertToCanonicalForm(parser); end function this = loadobj(in) internalLayer = nnet.internal.cnn.layer.ReLU(in.Name); this = nnet.cnn.layer.ReLULayer(internalLayer); end end methods(Access = public) function this = ReLULayer(privateLayer) this.PrivateLayer = privateLayer; end end methods(Access = protected) function [description, type] = getOneLineDisplay(~) description = iGetMessageString('nnet_cnn:layer:ReLULayer:oneLineDisplay'); type = iGetMessageString( 'nnet_cnn:layer:ReLULayer:Type' ); end end end function messageString = iGetMessageString( varargin ) messageString = getString( message( varargin{:} ) ); end function p = iCreateParser() p = inputParser; defaultName = ''; addParameter(p, 'Name', defaultName, @iIsValidName); end function inputArguments = iConvertToCanonicalForm(p) inputArguments = struct; inputArguments.Name = p.Results.Name; end function tf = iIsValidName(x) tf = ischar(x); end