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In neural network, the network capacity is defined as :

  • A.The traffic (tarry capacity of network)
  • B.The total number of nodes in the network
  • C.The number of patterns that can be stored and recalled in a network
  • D.The numbers of computes in a network

Answer: C

Network capacity is the number of patterns that can be stored and recalled in a network.

For associative memories such as the Hopfield network, capacity is how many patterns can be stored and then retrieved correctly; for a Hopfield network of N neurons it is roughly 0.14N patterns before recall breaks down.

It is not network traffic, and it is not simply the number of nodes or of computers, although capacity grows with the number of neurons.

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