Neuron type changed to Logistic

include/AutoencoderModel.h

@@ -36,6 +36,7 @@ public:
 	typedef typename Superclass::ConfidenceListSampleType      		ConfidenceListSampleType;
 
 	/// Neural network related typedefs
+	//typedef shark::Autoencoder<NeuronType,shark::LinearNeuron> OutAutoencoderType;
 	typedef shark::Autoencoder<NeuronType,shark::LinearNeuron> OutAutoencoderType;
 	typedef shark::Autoencoder<NeuronType,NeuronType> AutoencoderType;
 	typedef shark::FFNet<NeuronType,shark::LinearNeuron> NetworkType;

include/DimensionalityReductionModelFactory.txx

@@ -46,7 +46,7 @@ using TiedAutoencoderModelFactory = AutoencoderModelFactoryBase<TInputValue, TTa
 */
 
 template <class TInputValue, class TTargetValue>
-using AutoencoderModelFactory = AutoencoderModelFactoryBase<TInputValue, TTargetValue, shark::TanhNeuron>  ;
+using AutoencoderModelFactory = AutoencoderModelFactoryBase<TInputValue, TTargetValue, shark::LogisticNeuron>  ;
 
 
 template <class TInputValue, class TTargetValue>

include/cbLearningApplicationBaseDR.h

@@ -103,7 +103,7 @@ public:
 #ifdef OTB_USE_SHARK
 
 	// typedef shark::Autoencoder< shark::TanhNeuron, shark::LinearNeuron> AutoencoderType;
-	typedef shark::TanhNeuron NeuronType;
+	typedef shark::LogisticNeuron NeuronType;
 	typedef otb::AutoencoderModel<InputValueType, NeuronType> AutoencoderModelType;
 	/*
 	// typedef shark::TiedAutoencoder< shark::TanhNeuron, shark::LinearNeuron> TiedAutoencoderType;