In training a neural network, you often see the curve showing how fast the neural network is converging (or not)getting better. It usually grows very fast then slows down to almost horizontal.
Is there a mathematical formula that matches these curves?
Some similar curves are:
$$y=1-e^{-x}$$
$$y=\frac{x}{1+x}$$
$$y=\tanh(x)$$
$$y=1+x-\sqrt{1+x^2}$$
Is there a theoretical reason for this shape?
In training a neural network, you often see the curve showing how fast the neural network is converging (or not). It usually grows very fast then slows down to almost horizontal.
Is there a mathematical formula that matches these curves?
Some similar curves are:
$$y=1-e^{-x}$$
$$y=\frac{x}{1+x}$$
$$y=\tanh(x)$$
$$y=1+x-\sqrt{1+x^2}$$
Is there a theoretical reason for this shape?
In training a neural network, you often see the curve showing how fast the neural network is getting better. It usually grows very fast then slows down to almost horizontal.
Is there a mathematical formula that matches these curves?
Some similar curves are:
$$y=1-e^{-x}$$
$$y=\frac{x}{1+x}$$
$$y=\tanh(x)$$
$$y=1+x-\sqrt{1+x^2}$$
Is there a theoretical reason for this shape?
In training a neural networksnetwork, you often see the curve showing how fast the neural network is gaining intelligenceconverging (or not). It usually grows very fast then slowslows down to almost horizontal.
Is there a mathematical formula that matches these curves?
Some similar curves are:
$$y=1-e^{-x}$$
$$y=\frac{x}{1+x}$$
$$y=\tanh(x)$$
$$y=1+x-\sqrt{1+x^2}$$
Is there a theoerticaltheoretical reason for this shape?
In training a neural networks you often see the curve showing how fast the neural network is gaining intelligence. It usually grows very fast then slow down to almost horizontal.
Is there a mathematical formula that matches these curves?
Some similar curves are:
$$y=1-e^{-x}$$
$$y=\frac{x}{1+x}$$
$$y=\tanh(x)$$
$$y=1+x-\sqrt{1+x^2}$$
Is there a theoertical reason for this shape?
In training a neural network, you often see the curve showing how fast the neural network is converging (or not). It usually grows very fast then slows down to almost horizontal.
Is there a mathematical formula that matches these curves?
Some similar curves are:
$$y=1-e^{-x}$$
$$y=\frac{x}{1+x}$$
$$y=\tanh(x)$$
$$y=1+x-\sqrt{1+x^2}$$
Is there a theoretical reason for this shape?
In training a neural networks you often see the curve showing how fast the neural network is gaining intelligence. It usually grows very fast then slow down to almost horizontal.
Is there a mathematical formula that matches these curves?
Some similar curves are:
$$y=1-e^{-x}$$
$$y=\frac{x}{1+x}$$
$$y=\tanh(x)$$
$$y=1+x-\sqrt{1+x^2}$$
Is there a theoertical reason for this shape?
