Hi,

  I am trying to use a neural network to recognize all upppercase letters of the 
alphabet, the 10 numerical digits (0-9) and neglect any other symbol not related to 
the above sets from a 2d image.

I guess the questions that I want to ask are:
1. How do I determine the # of initial and hidden units per layer to use.
2. Are there any resources (documents, websites, etc) out there that can aid my work
3. I read somewhere about using a sinusoidal activation function as opposed to a 
sigmoid one, what is a sinusoidal activation function and how do I implement it

Thx in advance for any help that are given,
Scott  :)

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