added support for bias
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@@ -39,12 +39,15 @@ namespace NeuralNetwork
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FFNeuron(const FFNeuron&) = delete;
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FFNeuron(const FFNeuron&) = delete;
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FFNeuron& operator=(const FFNeuron&) = delete;
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FFNeuron& operator=(const FFNeuron&) = delete;
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inline virtual float getWeight(const int& i ) const override { return weights[i+1];}
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inline virtual float getWeight(const int& i ) const override { return weights[i+1]; }
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inline virtual void setWeight(const int& i,const float &p) override { weights[i+1]=p; }
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inline virtual void setWeight(const int& i,const float &p) override { weights[i+1]=p; }
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inline virtual float output() const override { return out; }
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inline virtual float output() const override { return out; }
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inline virtual float input() const override { return inputs; }
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inline virtual float input() const override { return inputs; }
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inline virtual float derivatedOutput() const override { return function.derivatedOutput(inputs,out); }
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inline virtual float derivatedOutput() const override { return function.derivatedOutput(inputs,out); }
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inline virtual float getBias() const override { return weights[0]; }
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inline virtual void setBias(const float & bias) override { weights[0]=bias; }
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protected:
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protected:
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ActivationFunction::ActivationFunction &function;
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ActivationFunction::ActivationFunction &function;
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float *weights;
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float *weights;
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@@ -40,6 +40,16 @@ namespace NeuralNetwork
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* @brief Returns value for derivation of activation function
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* @brief Returns value for derivation of activation function
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*/
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*/
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virtual float derivatedOutput() const=0;
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virtual float derivatedOutput() const=0;
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/**
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* @brief Function sets bias for neuron
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*/
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virtual void setBias(const float &bias)=0;
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/**
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* @brief Function returns bias for neuron
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*/
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virtual float getBias() const=0;
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protected:
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protected:
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};
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};
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}
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}
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