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CMOL CrossNets, hybrid CMOS/nanoelectronic neuromorphic circuits, may open up exciting opportunities to build artificial intelligence similar to the brain. However, limited functionality of nanodevices used in CMOL circuits causes significant challenges to train CrossNets with the usual algorithms. In order to overcome these challenges, we developed an in-situ variety of the error backpropagation...
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