The applications of memristor devices in next-generation cortical processor designs
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Li, H; Liu, B; Liu, X; Mao, M; Chen, Y; Wu, Q; Qiu, Q
Published in: Proceedings - IEEE International Symposium on Circuits and Systems
July 27, 2015
Discovery of memristor opened a new era of the research on universal memory thanks to many attractive properties demonstrated by this emerging device. In this paper, we switch our research focus to neuromorphic computing, which, same as memory technology, significantly benefits from the technical advances of memristor. Particularly, we present the implementation of cortical processor augmented with neuromorphic computing accelerators (NCAs) for cognitive applications, including: 1) the design details and basic operations of the NCA based on memristor crossbars; and 2) the integration between conventional pipeline and NCAs. At the end, we also discuss the scalability of our proposed NCA designs.
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Proceedings - IEEE International Symposium on Circuits and Systems
DOI
ISSN
0271-4310
Publication Date
July 27, 2015
Volume
2015-July
Start / End Page
17 / 20
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Li, H., Liu, B., Liu, X., Mao, M., Chen, Y., Wu, Q., & Qiu, Q. (2015). The applications of memristor devices in next-generation cortical processor designs. In Proceedings - IEEE International Symposium on Circuits and Systems (Vol. 2015-July, pp. 17–20). https://doi.org/10.1109/ISCAS.2015.7168559
Li, H., B. Liu, X. Liu, M. Mao, Y. Chen, Q. Wu, and Q. Qiu. “The applications of memristor devices in next-generation cortical processor designs.” In Proceedings - IEEE International Symposium on Circuits and Systems, 2015-July:17–20, 2015. https://doi.org/10.1109/ISCAS.2015.7168559.
Li H, Liu B, Liu X, Mao M, Chen Y, Wu Q, et al. The applications of memristor devices in next-generation cortical processor designs. In: Proceedings - IEEE International Symposium on Circuits and Systems. 2015. p. 17–20.
Li, H., et al. “The applications of memristor devices in next-generation cortical processor designs.” Proceedings - IEEE International Symposium on Circuits and Systems, vol. 2015-July, 2015, pp. 17–20. Scopus, doi:10.1109/ISCAS.2015.7168559.
Li H, Liu B, Liu X, Mao M, Chen Y, Wu Q, Qiu Q. The applications of memristor devices in next-generation cortical processor designs. Proceedings - IEEE International Symposium on Circuits and Systems. 2015. p. 17–20.
Published In
Proceedings - IEEE International Symposium on Circuits and Systems
DOI
ISSN
0271-4310
Publication Date
July 27, 2015
Volume
2015-July
Start / End Page
17 / 20