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What is a characteristic of Hopfield networks?

  • Linear processing

  • Recurrent connections

  • Static nodes

  • No feedback

Answer

Recurrent connections are a defining characteristic of Hopfield networks. These connections allow the network to store and retrieve information through an iterative process. Each neuron in the network receives input from other neurons and its own previous output, creating a feedback loop. This feedback enables the network to settle into stable states that represent memories or patterns.
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