Experimental Demonstration of Neuromorphic Network with STT MTJ Synapses
Autor: | Zhou, Peng, Edwards, Alexander J., Mancoff, Fred B., Houssameddine, Dimitri, Aggarwal, Sanjeev, Friedman, Joseph S. |
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Rok vydání: | 2021 |
Předmět: | |
Druh dokumentu: | Working Paper |
Popis: | We present the first experimental demonstration of a neuromorphic network with magnetic tunnel junction (MTJ) synapses, which performs image recognition via vector-matrix multiplication. We also simulate a large MTJ network performing MNIST handwritten digit recognition, demonstrating that MTJ crossbars can match memristor accuracy while providing increased precision, stability, and endurance. |
Databáze: | arXiv |
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