Temporal Learning Using Second-Order Memristors
Utilizing internal dynamic processes in memristors may allow the devices to process temporal data natively. In this letter, we show the ability of second-order memristors to process information in the time domain, and discuss a memristive STDP network that can learn and classify temporal as well as...
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Published in | IEEE transactions on nanotechnology Vol. 16; no. 4; pp. 721 - 723 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
New York
IEEE
01.07.2017
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subjects | |
Online Access | Get full text |
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Summary: | Utilizing internal dynamic processes in memristors may allow the devices to process temporal data natively. In this letter, we show the ability of second-order memristors to process information in the time domain, and discuss a memristive STDP network that can learn and classify temporal as well as classical data patterns. |
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ISSN: | 1536-125X 1941-0085 |
DOI: | 10.1109/TNANO.2017.2710158 |