New non-volatile memory devices store information using different physical mechanisms from those employed in today's memories and could achieve substantial improvements in computing performance and energy efficiency.
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Change history
08 July 2015
In this Commentary originally published, in Fig. 2 all data for STT-MRAM were too low by a factor of 10, and the lowermost data point for RRAM was a miscalculation of the original data in A. Chen, et al. IEDM 746–749 (2005); it should have appeared at 900 nm2, 12 pJ. Corrected in the online versions.
References
Shulaker, M. et al. Monolithic 3D integration: a path from concept to reality http://www.date-conference.com/conference/session/9.8 (2015).
Kogge, P. (ed.) ExaScale Computing Study: Technology Challenges in Achieving Exascale Systems (DARPA Information Processing Techniques Office, 2008); http://www.cse.nd.edu/Reports/2008/TR-2008-13.pdf
Itoh, K. VLSI Memory Chip Design (Springer, 2001).
Borkar, S. & Chien, A. W. Commun. Assoc. Comput. Machin. 54, 67–77 (2011).
http://www.hgst.com/science-of-storage/about-hgst-research/innovation-timeline
http://www-03.ibm.com/ibm/history/exhibits/storage/storage_350.html
Brewer, J. & Gill, M. (eds) Nonvolatile Memory Technologies with Emphasis on Flash: A Comprehensive Guide to Understanding and Using Flash Memory Devices (Wiley/IEEE, 2011).
Qureshi, M. K., Srinivasan, V. & Rivers, J. A. SIGARCH Comput. Archit. News 37, 24–33 (2009).
Parkin, S. S. P. Proc. Int. Electron Devices Meeting (IEDM) 903–906 (2004).
Freitas, R. F. & Wilcke, W. W. IBM J. Res. Dev. 52, 439–447 (2008).
Burr, G. W. et al. IBM J. Res. Dev. 52, 449–464 (2008).
Kent, A. D. & Worledge, D. Nature Nanotech. 10, 187–191 (2015).
Khvalkovskiy, A. V. et al. J. Phys. D 46, 74001 (2013).
Morris, D., Bromberg, D., Zhu, G-J. & Pileggi, L. Design and Automation Conf. (DAC), 49th ACM/EDAC/IEEE 486–491 (2012).
Datta, S., Salahuddin, S. & Behin-Aein, B. Appl. Phys. Lett. 101, 252411 (2012).
Bhowmik, D., You, L. & Salahuddin, S. Nature Nanotech. 9, 59–63 (2014).
Wong, H.-S. P. et al. Proc. IEEE 98, 2201–2227 (2010).
Yamada, N. et al. Jpn. J. Appl. Phys. 26, 61–66 (1987).
Liang, J., Jeyasingh, R. G. D., Chen, H-Y. & Wong, H.-S. P. IEEE Trans. Electron Devices 59, 1155–1163 (2012).
Takaura, N. et al. VLSI Technol Symp. T130–T131 (2013).
Waser, R. & Aono, M. Nature Mater. 6, 833–840 (2007).
Wong, H.-S. P. et al. Proc. IEEE 100, 1951–1970 (2012).
Kamiya, K. et al. Phys. Rev. B 87, 155201 (2013).
Prince, B. Vertical 3D Memory Technologies (Wiley, 2014).
Waser, R., Dittmann, R., Staikov, G. & Szot, K. Adv. Mater. 21, 2632–2663 (2009).
Zahurak, J. et al. Int. Electron Devices Meeting (IEDM) 140–144, Paper 6.2 (2014).
Lai, S. & Lowrey, T. Int. Electron Devices Meeting (IEDM) Paper 36.5 (2001).
Bette, A. et al. Digest of Technical Papers: 2003 Symp. VLSI Circuits 217–220 (IEEE, 2003).
Akerman, J. Science 308, 508–510 (2005).
http://www.cccblog.org/2012/05/29/21st-century-computer-architecture
Zhu, Q. et al. IEEE 23rd Int. Conf. Application-Specific Systems, Architectures Processors (ASAP) 125–132 (2012).
Shulaker, M. et al. Nature 501, 256–530 (2013).
Wang, H. et al. Int. Electron Devices Meeting (IEDM) 88–91 (2012).
Ebrahimi, M. S. et al. SOI-3D-Subthreshold Microelectronics Technology Unified Conf. (S3S) 1–2 http://dx.doi.org/10.1109/S3S.2014.7028198 (IEEE, 2014).
Acknowledgements
The authors acknowledge support from the National Science Foundation Center for Energy Efficient Electronics Science, STARnet FAME, LEAST, and SONIC Centers, IARPA, and member companies of the Stanford Non-Volatile Memory Technology Initiative (NMTRI) and the Stanford SystemX Alliance. Discussions with S. Mitra, M. Sabry, C. Kozyrakis, K. Olukotun, L. Pileggi, F. Franchetti, J. Rabaey and J. Bokor, as well as technical assistance from our students are gratefully acknowledged.
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Wong, HS., Salahuddin, S. Memory leads the way to better computing. Nature Nanotech 10, 191–194 (2015). https://doi.org/10.1038/nnano.2015.29
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DOI: https://doi.org/10.1038/nnano.2015.29