L-8 What is Bias | Why we need Bias
Explained What is Bias and why we use Bias in Neural Networks?
GitHub: https://github.com/AarohiSingla/Detai...
The bias value allows the activation function to be shifted to the left or right, to better fit the data. Hence changes to the weights alter the steepness of the sigmoid curve, whilst the bias offsets it, shifting the entire curve so it fits better. Note also how the bias only influences the output values, it doesn’t interact with the actual input data.
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