Abstract
Data-centric applications are pushing the limits of energy-efficiency in today’s computing systems, including those based on phase-change memory (PCM). This technology must achieve low-power and stable operation at nanoscale dimensions to succeed in high-density memory arrays. Here we use a novel combination of phase-change material superlattices and nanocomposites (based on Ge4Sb6Te7), to achieve record-low power density ≈ 5 MW/cm2 and ≈ 0.7 V switching voltage (compatible with modern logic processors) in PCM devices with the smallest dimensions to date (≈ 40 nm) for a superlattice technology on a CMOS-compatible substrate. These devices also simultaneously exhibit low resistance drift with 8 resistance states, good endurance (≈ 2 × 108 cycles), and fast switching (≈ 40 ns). The efficient switching is enabled by strong heat confinement within the superlattice materials and the nanoscale device dimensions. The microstructural properties of the Ge4Sb6Te7 nanocomposite and its high crystallization temperature ensure the fast-switching speed and stability in our superlattice PCM devices. These results re-establish PCM technology as one of the frontrunners for energy-efficient data storage and computing.
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Introduction
The rapid growth of big-data, high performance computing, and numerous data-centric artificial intelligence applications have inspired continued demand for robust and low-power nonvolatile memory1,2,3,4,5. Among emerging technologies, phase-change memory (PCM) based on chalcogenides could bridge the performance gap between existing data storage solutions such as flash (nonvolatile, but relatively slow) and dynamic random-access memory (fast, but volatile)6,7,8. In addition, PCM also benefits from large memory window ( > 100× ratio between resistance states) and multilevel operation, which are useful for brain-inspired computing applications4,9,10,11,12.
PCM based on traditional phase-change materials like Ge2Sb2Te5 (GST225) is known to suffer from high switching power and resistance drift, i.e., gradual change of its resistance states over time13,14. Recent progress on PCM devices has focused on lowering their reset energy15,16,17,18,19, however the on/off ratio17,19, endurance17,18,19, uniformity and process compatibility15,16 need improvement. Some efforts20,21,22 have also increased the PCM speed, but at the expense of reduced thermal stability20, larger set voltage20,21 or larger reset current22. In recent years, phase change materials arranged in superlattice (SL) stacks with alternating layers of GeTe/Sb2Te312,23,24,25,26,27, TiTe2/Sb2Te310,28, GeSb2Te4/Sb2Te329, and Sb2Te3/GST22530,31 have enabled lower switching current and resistance drift of PCM, due to structural and electro-thermal confinement caused by van der Waals (vdW) interfaces within such superlattices25,32,33,34. However, to-date SL materials have not been optimized for the well-known trade-off between speed and stability (especially at higher temperatures) of PCM devices9,20,35, while SL memory cells have not yet been demonstrated with nanoscale dimensions. In other words, can SL-based PCMs maintain advantages as they approach the limits of (size) scaling, or is their performance curtailed by fundamental trade-offs?
To probe these limits, here we demonstrate ≈ 40 nm nanoscale PCM devices with the first superlattices based on Ge4Sb6Te7 (GST467), a new nanocomposite36 with higher crystallization and lower melting temperature than traditional PCM materials, consisting of epitaxial SbTe nanoclusters within a Ge-Sb-Te matrix37. These SbTe nanoclusters serve as a precursor for crystallization, also increasing the switching speed of GST467. Thus, by introducing GST467 into our superlattice PCM devices we simultaneously achieve record-low ≈ 5 MW/cm2 switching power density, ultra-low ≈ 0.7 V switching voltage, sub-1.5 pJ switching energy, fast switching speed (≈ 40 ns), low resistance drift with 8 resistance states and high endurance ( ≈ 2 × 108 cycles). The efficient operation is enabled by strong heat confinement within the superlattice interfaces and nanoscale dimensions, while the unique microstructural properties of GST467 and its higher crystallization temperature facilitate the simultaneously faster switching speed and improved stability, going beyond the fundamental trade-off for PCM technology. From a materials perspective, this also represents the first time that the combination of bottom-up natural interfaces (in the nanocomposite) and top-down superlattice interfaces are simultaneously implemented in the same memory material, giving rise to the superior device performance.
Results and discussion
As shown in Fig. 1a, we deposited the superlattice material stacks either onto TiN films (for x-ray analysis) or onto TiN bottom electrodes (for mushroom-cell PCM devices). These superlattices consist of 15 periods of alternating layers of Sb2Te3 (≈ 2 nm) and GST467 (≈ 2 nm), sputtered at 180 °C followed by a 15-min in-situ anneal at 200 °C (see details in Methods: Materials deposition). We cap the films with TiN (10 nm) or TiN/Pt (10/10 nm/nm) top electrodes sputtered without breaking vacuum to complete the fabrication of our memory devices. Our mushroom-cell PCM devices have bottom electrode (BE) diameters between 40 nm and 80 nm.
X-ray diffraction (XRD) spectra in Fig. 1b confirm the polycrystallinity of our as-deposited Sb2Te3/GST467 superlattice film, with the same deposition conditions as our PCM devices. The sharp out-of-plane XRD peaks of Sb2Te3 correspond to the highly oriented SL layers parallel to the substrate. The same XRD figure also shows the presence of SbTe nanophase (from the GST467 nanocomposite material36). The transmission electron microscope (TEM) image in Fig. 1c shows the cross-section of one of our mushroom-cell devices (with ≈ 40 nm TiN BE) in the high resistance state (HRS) after ≈ 5000 electrical cycles, revealing an amorphous dome surrounded by preserved vdW-like interfaces (zoomed-in TEM and diffraction pattern in supplementary Fig. S1). Figure 1d displays the TEM cross-section of another mushroom-cell PCM device (also with ≈ 40 nm BE diameter) in the low resistance state (LRS) after ≈ 5000 electrical cycles, showing the presence of SL interfaces and vdW-like gaps (zoomed-in TEM in supplementary Fig. S2a). Thus, the vdW interfaces in our nanoscale superlattice PCM devices are sufficiently restored in the LRS after electrical cycling, which agrees with the previous literature for superlattice PCM with different materials and larger BE diameters24,25,38. The unoperated regions of the superlattice also show vdW-like interfaces (zoomed-out TEM in Supplementary Fig. S2b), including some atomic reconfiguration known to occur during deposition kinetics39.
Resistance (R) versus current (I) measurements in Fig. 1e show nearly an order of magnitude reduction of reset (switching) current in our well-cycled ( > 5000 times) Sb2Te3/GST467 superlattice device compared to control GST467 devices with same total film thickness ( ≈ 65 nm) and BE diameter ( ≈ 40 nm). For reset programming (LRS to HRS), we used 1/20/1 ns pulses and for set (HRS to LRS), we used pulses with 1/30/50 ns rise/width/fall time. Resistance states were read with a 50-mV direct current (dc) bias, and the measurement setup was further detailed elsewhere12,40. Sb2Te3/GST467 superlattice devices show higher LRS than control GST467 devices due to larger cross-plane electrical resistivity of the superlattice, caused by the internal vdW-like interfaces33. These interfaces also enable substantial heat confinement, leading to the significant reduction of reset current in the PCM with high-quality superlattices (here Sb2Te3/GST467), as detailed in earlier studies25,32,33,34,38. We also demonstrated similar behavior in a different superlattice (Sb2Te3/GST225) on a ≈ 40 nm bottom electrode in Supplementary Fig. S3. Although both GST467- and GST225-based superlattice PCMs with ≈ 40 nm BE diameter (smallest to date) show low reset current, the former has additional advantages of simultaneously fast switching and better thermal stability, as we will explore below.
Measured R vs. voltage (V) in Fig. 1f reveals sub-1 V switching for our Sb2Te3/GST467 superlattice PCM with varying BE diameters, from 40 nm to 80 nm. For the ≈ 40 nm devices, the reset voltage (Vreset) is ≈ 0.7 V, the lowest to-date demonstrated in PCM technology. Sub-1 V operation makes this superlattice PCM compatible with modern logic processors41, which can enable embedded memory-logic integration for high-performance computing and Internet of Things42,43.
In Supplementary Fig. S4a we demonstrate that the reset current of the same set of devices scales properly (here by a factor of four) even at nanoscale dimensions, as we reduce the BE diameter from ≈ 80 nm to ≈ 40 nm. The lowest reset current is Ireset ≈ 85 µA in our ≈ 40 nm devices, and this can be further reduced by downscaling the BE diameter, as explored with electro-thermal simulations in Supplementary Fig. S5. The reset power, Preset, is obtained from R vs. power (P) (Supplementary Fig. S4b) and scales with BE diameter for both Sb2Te3/GST467 superlattice PCM and control GST467 devices as shown in Fig. 1g. The same Fig. 1g also displays >10× reduction of reset power for Sb2Te3/GST467 superlattice devices vs. control GST467 across all BE diameter devices in this work.
Our ≈ 40 nm Sb2Te3/GST467 superlattice PCM devices display Preset of ≈ 60 µW, which can be further reduced by downscaling the BE diameter below 40 nm. Adjusted by the BE area, the corresponding switching power density is ≈ 5 MW/cm2, an order of magnitude lower than any comparable sub-50 nm diameter PCM devices reported to date (Fig. 1h). Supplementary Fig. S6 displays the scaling trends of reset power vs. BE diameter, showing how the reset power could be reduced below 10 μW in high-density superlattice PCM devices with critical dimension below ≈ 10 nm.
We now turn to features of resistance drift, speed, and stability in our superlattice PCM. Resistance drift is already known to be low in other types of superlattice PCM (with larger diameter), based on reports from our group31 and others10,27. Here we confirm that low resistance drift (with coefficient v < 0.01) is maintained in our nanoscale ≈ 40 nm Sb2Te3/GST467 superlattice devices (Fig. 2a) compared to control PCM based on GST467 (v ≈ 0.1). We further find that the low resistance drift of our superlattice PCM is maintained across different resistance states (Fig. 2b). Thus, we are able to demonstrate eight distinct resistance states with low drift in our ≈ 40 nm superlattice PCM devices (Fig. 2c and Supplementary Fig. S7), which is promising for high-density multi-level data storage.
In terms of switching speed, PCM devices are usually limited by the set transition, from HRS to LRS. Here, we find that our GST467-based superlattice PCMs are > 3× faster than other superlattice PCM types and > 10× faster than common (i.e., single-material) PCM devices (see details below). To understand where the benefits come from, in Fig. 2d we compare our GST467-based superlattice PCM with GST225-based superlattice PCM and with common memory cells using either GST225 or GST467. In this figure, the rise time and pulse widths are fixed at 1 ns and 30 ns, respectively, while varying the pulse fall time. Our GST467-based superlattice PCM devices are faster ( ≈ 40 ns) than GST225-based superlattice devices ( ≈ 200 ns) for same 40 nm BE diameter. Our previous reports24,30 on both GST225-based30 and GeTe-based24 superlattice PCM showed similar set switching speed at a similar voltage. Thus GST467-based superlattice PCM presents an advantage of faster switching speed over other superlattice-type PCM devices.
We observe that the faster switching speed of GST467-based superlattice PCM originates from the intrinsically faster speed of GST467 ( ≈ 40 ns) compared to GST225 PCM ( ≈ 500 ns) and GeTe ( ≈ 220 ns)24 based superlattice devices. We note that an even faster set speed could be achieved, however at the expense of a larger set voltage. Previous reports36,37 on GST467 nanocomposite confirmed the presence of the SbTe nanophase (also evident from our TEMs in Supplementary Fig. S8 and Supplementary Fig. S9a) grown coherently with the cubic Ge-Sb-Te matrix along {111}cubic crystallographic planes. The thickness of two-atom-thick SbTe36,37 in the (001) direction is ≈ 0.35 nm (Supplementary Fig. S8e); thus the SbTe nanoclusters are still expected to be present within the ≈ 2 nm Ge4Sb6Te7 thin layers across the superlattice stack. The presence of SbTe nanophase within the GST467-based superlattice stack is also confirmed in our XRD measurements (Fig. 1b). Such SbTe nanoclusters act as nucleation sites and enable faster switching in GST467-based superlattice PCM. Moreover, a similarity in the bonding between amorphous and crystalline GST46737 also indicates that a structure in the amorphous state serves as a precursor for the faster crystallization21 of this material. We further note that the microstructure of GST467 in our superlattice Sb2Te3/GST467 devices can also be influenced by the adjacent Sb2Te3 layers, which could introduce some structural frustration and help control the PCM device performance.
Cycling measurements in Fig. 2e reveal that our ≈ 40 nm superlattice PCM devices can simultaneously achieve a large resistance window ( > 100×) and large endurance over >108 switching cycles. The robustness of the simultaneously low reset voltage and large on/off ratio in our superlattice devices is further displayed in Supplementary Fig. S10. Resistance vs. temperature measurements in Fig. 2f demonstrate higher temperature stability of the HRS of GST467-based superlattice PCM, compared to our control superlattice devices with GST225, thanks to the better thermal stability of GST467 vs. GST225. This is attributed to a higher crystallization temperature in GST467 ( ≈ 200 °C) vs. GST225 ( ≈ 150 °C), confirmed by temperature dependent XRD (Supplementary Fig. S9a) and sheet resistance (Supplementary Fig. S9b) of both materials.
Supplementary Fig. S11 shows that the retention of our Sb2Te3/GST467 superlattice PCM is ≈ 105 hours at 83 °C (close to the product-level requirement of 105 hours at 85 °C44). The high-temperature retention of Sb2Te3/GST467 superlattice devices can still be limited by the lower crystallization temperature of Sb2Te345. To enable even better temperature stability in our superlattice PCM, we next replaced the Sb2Te3 layers with a thermal barrier material of higher melting temperature, TiTe228,46 and fabricated TiTe2/GST467 superlattice devices, as shown in Fig. 3a (schematic) and supplementary Fig. S12 (high resolution TEM). These films are deposited by sputtering, very similar to our Sb2Te3 layers, except for an in-situ annealing step at 300 °C (see further details in Methods: Materials deposition). XRD spectra in Fig. 3b confirm the out-of-plane features of the as-deposited TiTe2/GST467 superlattice film on a TiN/Si substrate, where the TiN surface is chosen to mimic the PCM bottom electrode composition. High-resolution TEM cross-sections of well-cycled ( ≈ 104 times) TiTe2/GST467 superlattice PCM devices in the HRS and LRS are shown in Supplementary Fig. S13 and Fig. S14, respectively.
Temperature-dependent measurements of the HRS confirm the significantly higher temperature stability of TiTe2/GST467 superlattice devices compared to those based on Sb2Te3/GST467 (Fig. 3c). Supplementary Fig. S11 shows that the retention of our TiTe2/GST467 superlattice PCM is ≈ 105 h at 120 °C, promising for applications that require higher temperature retention42. Our TiTe2/GST467 superlattice PCM also maintains fast switching speed ( ≈ 40 ns) in devices with ≈ 40 nm bottom electrode (Fig. 3d). Therefore, our nanoscale TiTe2/GST467 devices offer simultaneously fast switching speed and higher temperature stability, by combining the unique properties of the GST467 nanocomposite with the thermal barrier properties of TiTe2, within a superlattice structure.
Electrical measurements of 40 nm BE diameter TiTe2/Ge4Sb6Te7 superlattice devices further show that both the reset current (Fig. 3e) and the resistance on/off ratio (Fig. 3f) can be simultaneously optimized by varying the thickness of the GST467 layer within an SL period (the TiTe2 layer is fixed at ≈ 2 nm and the total SL thickness is ≈ 65 nm). Thus, low switching current of ≈ 180 µA and resistance on/off ratio of ≈ 100 are simultaneously achieved in a 2/4 nm/nm TiTe2/GST467 superlattice device with 40 nm BE diameter, whereas R vs. V for the same device (Supplementary Fig. S15) confirms the sub-1 V switching operation with Vreset ≈ 0.85 V. We also note that the reset current measured here is ≈ 2× higher (for the same diameter) than for the Sb2Te3/GST467 devices (Fig. 1e and Supplementary Fig. S4a) due to the smaller LRS in TiTe2/GST467, which is attributed to the higher electrical conductivity of TiTe228,47. Figure 3g displays the scaling of reset current with BE diameter (from ≈ 80 nm down to ≈ 40 nm) for 2/4 nm/nm TiTe2/GST467 superlattice devices and shows the clear pathway towards further lowering the reset current. Our optimized 2/4 nm/nm TiTe2/GST467 superlattice devices with ≈ 40 nm BE diameter also show good endurance for >108 switching cycles, maintaining a resistance on/off ratio ≈ 100 (Fig. 3h).
The sharp vdW-like interfaces within the superlattice are responsible for the significant reduction of reset power in our SL-PCM. Previous studies23,48 had suggested that crystalline-to-crystalline transition through Ge atom movement may be responsible for switching in Sb2Te3/GeTe superlattice PCM. In contrast, our nanoscale superlattice PCM devices show a thermally-driven crystalline-to-amorphous transition (Fig. 1c, supplementary Fig. S1, Fig. S13, Fig. S16a, b). The low switching power originates from heat confinement of the vdW-like interfaces within the superlattice. We note that some interfacial reconfiguration between the superlattice layers can occur after electrical cycling, or during the delicate TEM sample preparation and imaging. However, van der Waals-like gaps appear sufficiently restored after cycling back to the LRS, enabling the heat confinement and low reset current in superlattice PCM24,25. Very recently, using nano-calorimetry49 we also found that the melting temperature of Sb2Te3/GST225 superlattices is ≈ 380 °C (240 °C lower than that of bulk GST225), providing additional insights into the low-power switching of these devices. Furthermore, a smaller active volume of the amorphous region (supplementary Fig. S1) compared to GST225 PCM28 can also contribute to the reduced switching power of our SL-PCM devices. The low energy switching of superlattice PCM in this work is further aided by the nanoscale device dimensions ( ≈ 40 nm BE diameter) compared to other superlattice PCM demonstrations12,24,30. Additional improvement in the switching energy of our superlattice PCM devices could be possible by further narrowing the reset pulse width50.
Finally, we compare our GST467-based superlattice PCM with previous demonstrations, including superlattice devices (of larger BE diameters)10,18,23,26,50,51,52,53, by plotting both drift coefficient (Fig. 4a) and endurance (Fig. 4b) vs. reset energy as well as switching speed vs. switching voltage (Fig. 4c). Our ultra-scaled 40 nm BE diameter devices demonstrate simultaneously low switching energy with large resistance on/off ratio, low resistance drift with multilevel operation, fast switching speed and high endurance, thus approaching the “best corners” of the benchmarking plots. We find a reset energy <1.5 pJ ( ≈ 60 µW reset power multiplied by 20 ns reset pulse, limited by our measurement instrument) in our ≈ 40 nm superlattice devices. Because PCM could be reset50 with pulse widths down to ≈ 2 ns, we estimate the reset energy for our smallest ( ≈ 40 nm) device could be as low as <0.15 pJ (hollow red stars in Fig. 4a, b), which can be further reduced by scaling down the PCM device dimensions, beyond the records achieved in this work. Figure 4c shows the set time vs. set voltage trade-off (i.e., a smaller set time can be achieved at the expense of a larger set voltage) in PCM technology9. Our GST467 nanocomposite-superlattice devices are near the best corner, with low set voltage and short set pulse time compared to other PCM demonstrations using GST225, doped Sb2Te321,54, and other superlattices10,12,23,55. Thus, the GST467-based superlattice PCM in this work offers a unique simultaneous advantage of faster switching speed and better retention over other superlattice-type (GeTe/Sb2Te312,23,24,25,26,27, TiTe2/Sb2Te310,28, GeSb2Te4/Sb2Te329, and Sb2Te3/GST22530,31) PCM devices. Additionally, our nanoscale superlattice devices with the smallest dimensions to date ( ≈ 40 nm) for a superlattice technology on a CMOS-compatible substrate further ascertain the promise of this technology for future high-density and energy-efficient PCM.
Thus, our nanocomposite-based superlattice PCMs (both Sb2Te3/GST467 and TiTe2/GST467) exhibit significantly reduced reset energy, sub-1 V switching, lower resistance drift, and better endurance compared to those of traditional PCMs. The low reset energy, sub-1 V operation, and fast switching position them among the leading next-generation memory candidates for on-chip logic and memory heterogeneous integration43,56,57. In addition, we find TiTe2/GST467 has better retention at high temperatures and could be promising as embedded memory for automotive applications42. Meanwhile, Sb2Te3/GST467 with simultaneously large on/off ratio and low resistance drift is well-positioned for emerging analog computing applications4,58.
In summary, we demonstrated nanoscale superlattice (SL) phase-change memory devices down to ≈ 40 nm dimensions, based on Ge4Sb6Te7 nanocomposite, and achieved low switching energy ( ≈ 1.5 pJ), fast switching speed ( ≈ 40 ns), and good endurance ( > 108 cycles). The low-power operation is enabled by strong heat confinement within the material superlattice, integrated with the nanoscale ≈ 40 nm bottom electrode. The robustness of our nanoscale devices is confirmed using three different superlattices: Sb2Te3/GST467, TiTe2/GST467, and Sb2Te3/GST225. Among these, the microstructural properties of GST467 enable faster switching, while its higher crystallization temperature leads to better thermal stability. This work provides key materials and engineering insights towards the design and optimization of energy-efficient PCM, and could inspire the industry-scale adoption of nanoscale superlattice phase-change materials for low-power and high-density storage.
Methods
Material deposition
Before the deposition of the superlattice (SL) materials, the bottom TiN surface was in-situ cleaned by Ar ion etching for 10 minutes using 50 W radio-frequency (RF) bias to remove any native oxide. For the deposition of the Sb2Te3/Ge4Sb6Te7 (GST467) SL, first, a ≈ 4 nm thick Sb2Te3 seed layer was deposited on the bottom TiN at room temperature (sputter chamber base pressure < 10−7 Torr). Then, the temperature in the sputter chamber was raised to ≈ 180 °C at a rate of 10 °C/min. and 15 periods of GST467 ( ≈ 2 nm) and Sb2Te3 (≈ 2 nm) alternating layers were deposited at ≈ 180 °C followed by an annealing of the stack at 200 °C for 15 min to ensure better crystallinity (total SL stack thickness ≈ 65 nm). For the deposition of the GST467 layer we used 20 sccm Ar flow, 12 W dc power, 2 mTorr pressure while for sputtering Sb2Te3 we used 30 sccm Ar flow, 35 W rf power, 4 mTorr pressure. The period thickness was chosen based on our measurements of SL cross-plane thermal conductivity of a similar SL stack (Sb2Te3/GST225) to ensure low thermal conductivity (higher heat confinement) as well as low resistance drift30,31.
For the deposition of the TiTe2/GST467 superlattice, TiTe2 and GST467 alternating layers ( ≈ 65 nm SL thickness in total) were deposited on the bottom TiN at ≈ 180 °C followed by in-situ annealing at 300 °C for 30 min in the sputter chamber. TiTe2 layers were sputtered with 30 sccm Ar flow, 30 W rf power, 4 mTorr pressure, and for the deposition of the GST467 layer we used 20 sccm Ar flow, 12 W dc power, 2 mTorr pressure. For the optimization of the TiTe2/GST467 SL-PCM devices, we fabricated SLs with varying periods e.g., with 2/2 nm/nm, 2/4 nm/nm and 2/6 nm/nm of TiTe2/GST467.
Device fabrication
After the deposition of the SL layers, we let the sputtering chamber cool down to room temperature and then deposit a ≈ 10 nm TiN capping layer in situ (reactive sputtering of Ti with N2; 30 sccm Ar, 15 sccm N2, 3 mTorr pressure at 100 W dc power for Ti). The TiN layer acts as a capping layer to protect the SL from oxidation and as part of the top electrode for the PCM devices. For the SL-PCM devices, we also subsequently deposit ≈ 10 nm Pt (25 sccm Ar, 2 mTorr pressure at 100 W dc power) at room temperature as part of the rest of the top electrode to complete the fabrication process.
Data availability
All data needed to evaluate the conclusions in this paper are available within the paper and the Supplementary Information file.
References
Ambrogio, S. et al. Equivalent-accuracy accelerated neural-network training using analogue memory. Nature 558, 60–67 (2018).
Wan, W. et al. A compute-in-memory chip based on resistive random-access memory. Nature 608, 504–512 (2022).
Jung, S. et al. A crossbar array of magnetoresistive memory devices for in-memory computing. Nature 601, 211–216 (2022).
Sebastian, A., Le Gallo, M., Khaddam-Aljameh, R. & Eleftheriou, E. Memory devices and applications for in-memory computing. Nat. Nanotechnol. 15, 529–544 (2020).
Ielmini, D. & Wong, H.-S. P. In-memory computing with resistive switching devices. Nat. Electron. 1, 333–343 (2018).
Wuttig, M. & Yamada, N. Phase-change materials for rewriteable data storage. Nat. Mater. 6, 824–832 (2007).
Raoux, S., Xiong, F., Wuttig, M. & Pop, E. Phase change materials and phase change memory. MRS Bull. 39, 703–710 (2014).
Khan, A. I. et al. Two-fold reduction of switching current density in phase change memory using Bi2Te3 thermoelectric interfacial layer. IEEE Electron Device Lett. 41, 1657–1660 (2020).
Zhang, W., Mazzarello, R., Wuttig, M. & Ma, E. Designing crystallization in phase-change materials for universal memory and neuro-inspired computing. Nat. Rev. Mater. 4, 150–168 (2019).
Ding, K. et al. Phase-change heterostructure enables ultralow noise and drift for memory operation. Science. 366, 210–215 (2019).
Kuzum, D., Jeyasingh, R. G. D., Lee, B. & Wong, H.-S. P. Nanoelectronic programmable synapses based on phase change materials for brain-inspired computing. Nano Lett. 12, 2179–2186 (2012).
Khan, A. I. et al. Ultralow–switching current density multilevel phase-change memory on a flexible substrate. Science. 373, 1243–1247 (2021).
Wong, H.-S. P. et al. Phase change memory. Proc. IEEE 98, 2201–2227 (2010).
Boniardi, M. et al. Statistics of resistance drift due to structural relaxation in phase-change memory arrays. IEEE Trans. Electron Devices 57, 2690–2696 (2010).
Yang, Z. et al. Designing conductive-bridge phase-change memory to enable ultralow programming power. Adv. Sci. 9, 2103478 (2022).
Wang, J.-J. et al. Tailoring the oxygen concentration in Ge-Sb-O alloys to enable femtojoule-level phase-change memory operations. Mater. Futur. 1, 45302 (2022).
Wang, X. et al. Minimizing the programming power of phase change memory by using graphene nanoribbon edge-contact. Adv. Sci. 9, 2270159 (2022).
Xiong, F., Liao, A. D., Estrada, D. & Pop, E. Low-power switching of phase-change materials with carbon nanotube electrodes. Science. 332, 568–570 (2011).
Tung, M. C. et al. Nanoscale phase change memory arrays patterned by block copolymer directed self-assembly. in Proc.SPIE vol. 1205406 (2022).
Shen, J. et al. Toward the speed limit of phase-change memory. Adv. Mater. 35, 2208065 (2023).
Rao, F. et al. Reducing the stochasticity of crystal nucleation to enable subnanosecond memory writing. Science. 358, 1423–1427 (2017).
Bruns, G. et al. Nanosecond switching in GeTe phase change memory cells. Appl. Phys. Lett. 95, 43108 (2009).
Simpson, R. E. et al. Interfacial phase-change memory. Nat. Nanotechnol. 6, 501–505 (2011).
Khan, A. I. et al. Electro-thermal confinement enables improved superlattice phase change memory. IEEE Electron Device Lett. 43, 204–207 (2022).
Boniardi, M. et al. Evidence for thermal-based transition in super-lattice phase change memory. Phys. status solidi – Rapid Res. Lett. 13, 1800634 (2019).
Yoo, C. et al. Atomic layer deposition of Sb2Te3/GeTe superlattice film and its melt-quenching-free phase-transition mechanism for phase-change memory. Adv. Mater. 34, 2207143 (2022).
Zhou, L. et al. Resistance drift suppression utilizing GeTe/Sb2Te3 superlattice-like phase-change materials. Adv. Electron. Mater. 6, 1900781 (2020).
Shen, J. et al. Thermal barrier phase change memory. ACS Appl. Mater. Interfaces 11, 5336–5343 (2019).
Feng, J. et al. “Stickier”-surface Sb2Te3 templates enable fast memory switching of phase change material GeSb2Te4 with growth-dominated crystallization. ACS Appl. Mater. Interfaces 12, 33397–33407 (2020).
Khan, A. I. et al. Unveiling the effect of superlattice interfaces and intermixing on phase change memory performance. Nano Lett. 22, 6285–6291 (2022).
Wu, X. et al. Understanding interface-controlled resistance drift in superlattice phase change memory. IEEE Electron Device Lett. 43, 1669–1672 (2022).
Sklénard, B. et al. Electronic and thermal properties of GeTe/Sb2Te3 superlattices by ab initio approach: Impact of Van der Waals gaps on vertical lattice thermal conductivity. Appl. Phys. Lett. 119, 201911 (2021).
Kwon, H. et al. Uncovering thermal and electrical properties of Sb2Te3/GeTe superlattice films. Nano Lett. 21, 5984–5990 (2021).
Ning, J. et al. Low thermal conductivity phase change memory superlattices. 10.48550/arxiv.2209.15227 https://doi.org/10.48550/arxiv.2209.15227 (2022).
Hauser, J. J. Hopping conductivity in amorphous antimony. Phys. Rev. B. 9, 2623 (1974).
Kusne, A. G. et al. On-the-fly closed-loop materials discovery via Bayesian active learning. Nat. Commun. 11, 5966 (2020).
Khan, A. I. et al. Energy efficient neuro-inspired phase change memory based on Ge4Sb6Te7 as a novel epitaxial nanocomposite. Adv. Mater. 7, 2300107 (2023).
Térébénec, D. et al. Improvement of phase-change memory performance by means of GeTe/Sb2Te3 superlattices. Phys. status solidi – Rapid Res. Lett. 15, 2000538 (2021).
Momand, J. et al. Dynamic reconfiguration of van der Waals gaps within GeTe–Sb2Te3 based superlattices. Nanoscale 9, 8774–8780 (2017).
Neumann, C. M. et al. Engineering thermal and electrical interface properties of phase change memory with monolayer MoS2. Appl. Phys. Lett. 114, 82103 (2019).
Yeap, G. et al. 5 nm CMOS Production Technology Platform featuring full-fledged EUV, and High Mobility Channel FinFETs with densest 0.021µm2 SRAM cells for Mobile SoC and High Performance Computing Applications. in 2019 IEEE International Electron Devices Meeting (IEDM) 36.7.1-36.7.4 https://doi.org/10.1109/IEDM19573.2019.8993577 (2019).
Cappelletti, P. et al. Phase change memory for automotive grade embedded NVM applications. J. Phys. D. Appl. Phys. 53, 193002 (2020).
Mohammad, K., Tekeste, T., Mohammad, B., Saleh, H. & Qurran, M. Embedded memory options for ultra-low power IoT devices. Microelectronics J. 93, 104634 (2019).
Gleixner, B. et al. Data retention characterization of phase-change memory arrays. in 2007 IEEE International Reliability Physics Symposium Proceedings. 45th Annual 542–546 https://doi.org/10.1109/RELPHY.2007.369948 (2007).
Zhu, M. et al. Uniform Ti-doped Sb2Te3 materials for high-speed phase change memory applications. Appl. Phys. Lett. 104, 053119 (2014).
Cordes, H. & Schmid-Fetzer, R. Phase equilibria in the Ti-Te system. J. Alloys Compd. 216, 197–206 (1995).
Ding, K. et al. Low-energy amorphization of Ti1Sb2Te5 phase change alloy induced by TiTe2 nano-lamellae. Sci. Rep. 6, 30645 (2016).
Kolobov, A. V., Fons, P., Saito, Y. & Tominaga, J. Atomic reconfiguration of van der Waals gaps as the key to switching in GeTe/Sb2Te3 superlattices. ACS Omega 2, 6223–6232 (2017).
Zhao, J. et al. Probing the melting transitions in phase-change superlattices via thin film nanocalorimetry. Nano Lett. https://doi.org/10.1021/acs.nanolett.3c01049 (2023).
Stern, K. et al. Uncovering phase change memory energy limits by sub-nanosecond probing of power dissipation dynamics. Adv. Electron. Mater. 7, 2100217 (2021).
Wu, J. Y. et al. A 40 nm Low-Power Logic Compatible Phase Change Memory Technology. in 2018 IEEE International Electron Devices Meeting (IEDM) 27.6.1–27.6.4 https://doi.org/10.1109/IEDM.2018.8614513 (2018).
H.-S. P. Wong, et al. Stanford Memory Trends. Accessed: May 2, 2023. [Online]. Available: https://nano.stanford.edu/stanfordmemory-trends.
Ghazi Sarwat, S. et al. Projected mushroom type phase-change memory. Adv. Funct. Mater. 31, 2106547 (2021).
Zhu, M. et al. One order of magnitude faster phase change at reduced power in Ti-Sb-Te. Nat. Commun. 5, 4086 (2014)
Zhou, X. et al. Phase-change memory materials by design: a strain engineering approach. Adv. Mater. 28, 3007–3016 (2016).
Lee, W. J., Kim, C. H. & Kim, S. W. A last-level cache management for enhancing endurance of phase change memory. in 2021 36th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC) 1–4 (2021). https://doi.org/10.1109/ITC-CSCC52171.2021.9501266.
Kaul, A., Luo, Y., Peng, X., Yu, S. & Bakir, M. S. Thermal Reliability Considerations of Resistive Synaptic Devices for 3D CIM System Performance. in 2021 IEEE International 3D Systems Integration Conference (3DIC) 1–5 https://doi.org/10.1109/3DIC52383.2021.9687612 (2021).
Nandakumar, S. R. et al. Phase-change memory models for deep learning training and inference. in 2019 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS) 727–730 https://doi.org/10.1109/ICECS46596.2019.8964852 (2019).
Acknowledgements
This work was performed in parts at the Stanford Nanofabrication Facility (SNF), Stanford Nano Shared Facilities (SNSF) and Corporate Research, Taiwan Semiconductor Manufacturing Company Ltd., Hsinchu 30075, Taiwan and is supported in part by the Stanford Non-Volatile Memory Technology Research Initiative (NMTRI) and in part by Semiconductor Research Corporation. A.I.K. acknowledges support from the Stanford Graduate Fellowship. The work at the University of Maryland was partly supported by ONR MURI N00014-17-1-2661. H.Z. acknowledges support from the U.S. Department of Commerce, NIST under financial assistance award 70NANB22H101. A.V.D. acknowledges support from the Material Genome Initiative funding allocated to NIST.
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X.W. and A.I.K. contributed equally. A.I.K. and E.P. conceived the idea. A.I.K. and X.W. designed the experiments, performed all the material deposition and device fabrication with help from H.L. and X.B. X.W. carried out the electrical measurements with help from A.I.K. and H.L. X.W. analyzed the data with input from A.I.K, H.-S.P.W, and E.P. C.-F.H. performed superlattice transmission electron microscopy characterization and A.I.K. and H.Y. performed X-ray diffraction measurements and nanocomposite materials characterization with input from E.P. and I.T. H.Z. and A.V.D. performed the TEM/STEM characterization of the GST467 nanocomposite. N.R. performed electro-thermal simulation with mentorship from A.I.K. A.I.K., X.W., and E.P. wrote the manuscript. All authors discussed the results and edited the manuscript. E.P. and H.-S.P.W. supervised the work.
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Wu, X., Khan, A.I., Lee, H. et al. Novel nanocomposite-superlattices for low energy and high stability nanoscale phase-change memory. Nat Commun 15, 13 (2024). https://doi.org/10.1038/s41467-023-42792-4
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DOI: https://doi.org/10.1038/s41467-023-42792-4
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