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NeuralLogisticLayer.h
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1 /*
2  * Copyright (c) 2014, Shogun Toolbox Foundation
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31  * Written (W) 2014 Khaled Nasr
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33 
34 #ifndef __NEURALLOGISTICLAYER_H__
35 #define __NEURALLOGISTICLAYER_H__
36 
38 
39 namespace shogun
40 {
50 {
51 public:
54 
59  CNeuralLogisticLayer(int32_t num_neurons);
60 
61  virtual ~CNeuralLogisticLayer() {}
62 
72  virtual void compute_activations(SGVector<float64_t> parameters,
73  CDynamicObjectArray* layers);
74 
89 
106  SGVector<float64_t> parameters, SGVector<float64_t> gradients);
107 
118  virtual void compute_local_gradients(SGMatrix<float64_t> targets);
119 
120  virtual const char* get_name() const { return "NeuralLogisticLayer"; }
121 };
122 
123 }
124 #endif

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