C# (CSharp) IC FiringNeuron Examples

Example #1

 // This is the derivative after modifying the loss function.
 public override double GetActivationSlopeAt(FiringNeuron neuron) => 1;

Example #2

        public override double GetActivationSlopeAt(FiringNeuron neuron)
        {
            double y = neuron.Output;

            return(y * (1 - y));
        }

Example #3

        public override double GetActivationSlopeAt(FiringNeuron neuron)
        {
            var tanh = neuron.Output;

            return(1 - tanh * tanh);
        }

Example #4

 public override double GetActivationSlopeAt(FiringNeuron neuron)
 => neuron.Output * (1 - neuron.Output);

Example #5

 public override double GetActivationSlopeAt(FiringNeuron neuron) => neuron.TotalInput > 0 ? 1 : .01;

Example #6

 public abstract double GetActivationSlopeAt(FiringNeuron neuron);