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Recurrent Network

  • Recurrent networks have at least one feedback connection:
    • They have directed cycles with delays: they have internal states (like flip flops), can oscillate, etc.
    • The response to an input depends on the initial state which may depend on previous inputs.
    • This creates an internal state of the network which allows it to exhibit dynamic temporal behaviour; offers means to model short-time memory

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