Handling Sequences with a Competitive Recurrent Network

Claudia Ulbricht
Austrian Research Institute for Artificial Intelligence
1992

Motivation:

• feed-forward networks typically associate a single input with a single output. a sequential network should generate an output based on the input and context created by previous inputs

• provide network with a 'short-term memory' to store sequential context while the weights serve as a 'long-term memory'

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