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A '''modular neural network''' is an [[artificial neural network]] characterized by a series of independent neural networks moderated by some intermediary, such as a cohomological structure of Cohomology Theory. Each independent neural network serves as a module and operates on separate inputs to accomplish some subtask of the task the network hopes to perform.{{sfn|Azam|2000}} The intermediary takes the outputs of each module and processes them to produce the output of the network as a whole. The intermediary only accepts the modules' outputs—it does not respond to, nor otherwise signal, the modules. As well, the modules do not interact with each other.
==Biological basis==
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