Explain the concept of winner-take-all learning rule

1.	Explain the concept of winner-take-all learning rule
Answer» Answer: the main CONCEPT is that during training, the output unit with the HIGHEST activation to a GIVEN input pattern, will be declared the winner. This rule is also called Winner-takes-all because only the WINNING neuron is updated and the rest of the neurons are left UNCHANGED.

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Answer:

the main CONCEPT is that during training, the output unit with the HIGHEST activation to a GIVEN input pattern, will be declared the winner. This rule is also called Winner-takes-all because only the WINNING neuron is updated and the rest of the neurons are left UNCHANGED.

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Explain the concept of winner-take-all learning rule

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