journal article·2023-07

Energy Efficient Neuro‐Inspired Phase–Change Memory Based on Ge4Sb6Te7 as a Novel Epitaxial Nanocomposite

Asir Intisar Khan, Heshan Yu, Huairuo Zhang, John R. Goggin, Heungdong Kwon, Xiangjin Wu, Christopher Perez, Kathryn M. Neilson, Mehdi Asheghi, Kenneth E Goodson, Patrick M. Vora, Albert Davydov, Ichiro Takeuchi, Eric Pop

Advanced Materials· Volume 35· Issue 30
Publisher page

Abstract

Abstract Phase‐change memory (PCM) is a promising candidate for neuro‐inspired, data‐intensive artificial intelligence applications, which relies on the physical attributes of PCM materials including gradual change of resistance states and multilevel operation with low resistance drift. However, achieving these attributes simultaneously remains a fundamental challenge for PCM materials such as Ge2Sb2Te5, the most commonly used material. Here bi‐directional gradual resistance changes with ≈10× resistance window using low energy pulses are demonstrated in nanoscale PCM devices based on Ge4Sb6Te7, a new phase‐change nanocomposite material . These devices show 13 resistance levels with low resistance drift for the first 8 levels, a resistance on/off ratio of ≈1000, and low variability. These attributes are enabled by the unique microstructural and electro‐thermal properties of Ge4Sb6Te7, a nanocomposite consisting of epitaxial SbTe nanoclusters within the Ge–Sb–Te matrix, and a higher crystallization but lower melting temperature than Ge2Sb2Te5. These results advance the pathway toward energy‐efficient analog computing using PCM.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Phase-change materials and chalcogenides · Advanced Memory and Neural Computing · Perovskite Materials and Applications

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Electrical Engineering Stanford University Stanford CA 94305 USA

Department of Materials Science and Engineering University of Maryland College Park MD 20742 USA

Materials Science and Engineering Division National Institute of Standards and Technology Gaithersburg MD 20899 USA

Theiss Research, Inc. La Jolla CA 92037 USA

Department of Physics and Astronomy George Mason University Fairfax VA 22030 USA

Quantum Science and Engineering Center George Mason University Fairfax VA 22030 USA

Department of Mechanical Engineering Stanford University Stanford CA 94305 USA

Department of Materials Science & Engineering Stanford University Stanford CA 94305 USA

Precourt Institute for Energy Stanford University Stanford CA 94305 USA

References (45)

Show source-provided references
1. 10.1038/s41565-020-0655-z10.1038/s41565-020-0655-z ↗
2. 10.1063/1.504241310.1063/1.5042413 ↗
3. 10.1038/s41586-019-1157-810.1038/s41586-019-1157-8 ↗
4. 10.1038/s41578-018-0076-x10.1038/s41578-018-0076-x ↗
5. 10.1126/science.aay029110.1126/science.aay0291 ↗
6. 10.1038/s41563-019-0291-x10.1038/s41563-019-0291-x ↗
7. 10.1109/JPROC.2018.279084010.1109/JPROC.2018.2790840 ↗
8. 10.1063/1.474941110.1063/1.4749411 ↗
9. 10.1109/LED.2017.271916110.1109/LED.2017.2719161 ↗
10. 10.1557/mrs.2014.13910.1557/mrs.2014.139 ↗
11. 10.1109/LED.2020.302827110.1109/LED.2020.3028271 ↗
12. Tang J. · 2018
13. 10.1021/nl201040y10.1021/nl201040y ↗
14. 10.1126/science.abj126110.1126/science.abj1261 ↗
15. 10.35848/1347-4065/ab6a2b10.35848/1347-4065/ab6a2b ↗
16. 10.1038/s41467-018-04933-y10.1038/s41467-018-04933-y ↗
17. 10.1021/acs.nanolett.1c0094710.1021/acs.nanolett.1c00947 ↗
18. 10.1038/s41467-020-19597-w10.1038/s41467-020-19597-w ↗
19. 10.1109/LED.2021.313390610.1109/LED.2021.3133906 ↗
20. 10.1021/acs.nanolett.2c0186910.1021/acs.nanolett.2c01869 ↗
21. 10.1021/acsami.8b1847310.1021/acsami.8b18473 ↗
22. 10.1103/PhysRevB.83.13420110.1103/PhysRevB.83.134201 ↗
23. 10.1063/1.343763610.1063/1.3437636 ↗
24. 10.1038/srep2856010.1038/srep28560 ↗
25. 10.1038/ncomms1004010.1038/ncomms10040 ↗
26. 10.1038/s41598-017-14498-310.1038/s41598-017-14498-3 ↗
27. 10.1063/1.34862010.1063/1.348620 ↗
28. 10.1007/BF0266922510.1007/BF02669225 ↗
29. Suri M. · 2011 · 4.4.1
30. 10.1038/srep0161910.1038/srep01619 ↗
31. 10.1063/5.005665610.1063/5.0056656 ↗
32. Kuzum D. · 2011
33. 10.1109/TED.2010.206218510.1109/TED.2010.2062185 ↗
34. 10.1088/1361-6463/ab779410.1088/1361-6463/ab7794 ↗
35. 10.1063/1.508095910.1063/1.5080959 ↗
36. 10.1109/LED.2010.205113510.1109/LED.2010.2051135 ↗
37. 10.1016/j.matlet.2019.01.06510.1016/j.matlet.2019.01.065 ↗
38. 10.1016/j.jallcom.2017.08.21810.1016/j.jallcom.2017.08.218 ↗
39. 10.1109/IEDM19573.2019.899346310.1109/IEDM19573.2019.8993463 ↗
40. Chung W. · 2018
41. 10.1021/nl904092h10.1021/nl904092h ↗
42. 10.3389/fnins.2020.0063410.3389/fnins.2020.00634 ↗
43. 10.1038/s41467-018-07682-010.1038/s41467-018-07682-0 ↗
44. 10.1109/LED.2016.258285910.1109/LED.2016.2582859 ↗
45. 10.1109/LED.2022.320397110.1109/LED.2022.3203971 ↗