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By examining MRI data from a large Open Science repository, researchers reconstructed a brain connectivity pattern, and applied it to an artificial neural network (ANN). They trained the ANN to perform a cognitive memory task and observed how it worked to complete the assignment. These ‘neuromorphic’ neural networks were able to use the same underlying architecture to support a wide range of learning capacities across multiple contexts.