Disclosed are various embodiments of memristive networks comprising a number of nodes. Memristive nanofibers are used to form conductive and memristive paths in the networks. Each memristive nanofiber may couple one or more nodes to one or more other nodes. In one case, a memristive network includes a first node, a second node, and a memristive fiber that couples the first node to the neural node. The memristive fiber comprises a conductive core and a memristive shell, where the conductive core forms a conductive path between the first node and the second node and the memristive shell forms a memristive path between the first node and the second node.
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