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The Cooperative Network Architecture: Learning Structured Networks as Representation of Sensory Patterns

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We introduce the cooperative network architecture (CNA), a model that represents sensory signals using structured, recurrently connected networks of neurons, termed "nets." Nets are dynamically assembled from overlapping net fragments, which are learned base... ...