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NeuralSoftmaxLayer.h
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1 /*
2  * Copyright (c) 2014, Shogun Toolbox Foundation
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6  * modification, are permitted provided that the following conditions are met:
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31  * Written (W) 2014 Khaled Nasr
32  */
33 
34 #ifndef __NEURALSOFTMAXLAYER_H__
35 #define __NEURALSOFTMAXLAYER_H__
36 
38 
39 namespace shogun
40 {
49 {
50 public:
53 
58  CNeuralSoftmaxLayer(int32_t num_neurons);
59 
60  virtual ~CNeuralSoftmaxLayer() {}
61 
71  virtual void compute_activations(SGVector<float64_t> parameters,
72  CDynamicObjectArray* layers);
73 
84  virtual void compute_local_gradients(SGMatrix<float64_t> targets);
85 
93 
94  virtual const char* get_name() const { return "NeuralSoftmaxLayer"; }
95 };
96 
97 }
98 #endif

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