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Representation of negative numbers in unsigned representation

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How are negative numbers represented in unsigned binary representation?

Example:

 0001

-0010

====

 1111

The result is the negative of 2's complement = -0001

But how is this -0001 represented in unsigned binary?
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You cannot represent negative numbers in unsigned number representation.
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