new function to support LSTM Unit

This commit is contained in:
2016-01-27 23:40:32 +01:00
parent d424d87535
commit 3c26c9641c
7 changed files with 97 additions and 14 deletions

View File

@@ -0,0 +1,26 @@
#pragma once
#include "./ActivationFunction.h"
namespace NeuralNetwork {
namespace ActivationFunction {
class Linear: public ActivationFunction {
public:
Linear(const float &lambdaP=1.0): lambda(lambdaP) {}
inline virtual float derivatedOutput(const float &,const float &) override { return lambda; }
inline virtual float operator()(const float &x) override { return x*lambda; };
virtual ActivationFunction* clone() const override {
return new Linear(lambda);
}
virtual std::string stringify() const override {
return "{ \"class\": \"NeuralNetwork::ActivationFunction::Linear\", \"lamba\" : "+std::to_string(lambda)+"}";
}
protected:
float lambda;
};
}
}