Role of Bias in Neural Networks

Posted by user280454 on Stack Overflow See other posts from Stack Overflow or by user280454
Published on 2010-03-19T21:18:12Z Indexed on 2010/03/19 21:21 UTC
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Hi, I'm a newbie to the world of ANN. I'm aware of the Gradient Desecent Rule and the Backpropagation Theorem. What I don't get is , when is using a bias important?

For example, when mapping the AND function, when i use 2 inputs and 1 output, it does not give the correct weights, however , when i use 3 inputs(1 of which is a bias), it gives the correct weights.

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