Contents tagged with Normalization in brain

  • Normalization in human brain and artificial neural network

    Hello everybody,

    today I want to write few words about normalization in neural networks and why it is needed or can be needed, but not only from mathematical prospective. Here I mentioned some mathematical reasons why normalization and scaling can be needed.

    First of all, you can be surprised, but your brain also does normalization quite often. As way of example give answers at the following questions:

    1.     What is color of tree?

    2.     What is color of banana?

    3.     What is color of logo of Coca-Cola?

    4.     In which quantities GDP is measured?

    5.     What is color of skin of people in Africa?

    I can’t give 100% guarantee, but most probably you answered that tree is green, banana … more