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The Competitive Network

• The competitive network is similar to the single layered feedforward network except that there are connections, usually negative, between the output nodes.
• Because of these connections the output nodes tend to compete to represent the current input pattern.
• Networks of this kind have been used to explain the formation of topological maps that occurs in many human sensory systems including vision, audition, touch and smell.