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Studying the effects of multiplication neurons for parity problem
Description
It is known that the N-bit parity problem can be solved by a 3-layer sigmoidal neural network employing N/2 + 1 hidden units if N is even and (N + 1)/2 hidden units if N is odd. A particular type of multiplication unit is proposed. It is shown that networks constructed with one multiplication hidden unit can solve the N-bit parity problem easily.
Journal
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- Proceedings of the 41st SICE Annual Conference. SICE 2002.
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Proceedings of the 41st SICE Annual Conference. SICE 2002. 5 2678-2681, 2003-12-22
Soc. Instrument & Control Eng. (SICE)