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  • Primer
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Magnetic tunnel junctions

Abstract

Magnetic tunnel junctions (MTJs) underpin modern spintronics, enabling the manipulation of electron spin for information storage, sensing and logic applications beyond conventional charge-based electronics. Among them, MgO-based MTJs have become the benchmark for high-performance spintronic devices because their crystalline barriers support coherent spin-dependent tunnelling, producing large tunnelling magnetoresistance at room temperature. This Primer reviews the materials, fabrication methods and characterization techniques that govern the performance of MgO-based MTJs, emphasizing how atomic-scale structural control enables efficient spin transport. We discuss thin-film deposition techniques such as magnetron sputtering and molecular beam epitaxy, MgO barrier formation and post-deposition annealing and lithographic patterning of multilayer stacks. Structural, magnetic and transport characterization methods, including transmission electron microscopy, X-ray diffraction, magnetometry and electrical measurements, are discussed to elucidate the correlations between interfacial structure, magnetic anisotropy and tunnelling magnetoresistance. Representative results on crystallinity, magnetic properties and transport behaviour are presented alongside switching mechanisms such as spin-transfer torque, spin–orbit torque and voltage-controlled magnetic anisotropy. Emerging directions, including antiferromagnetic tunnel junctions and van der Waals MTJs, are highlighted for their potential to overcome the limitations of conventional materials. We conclude with perspectives on reproducibility, fabrication challenges and future opportunities for ultrafast, non-volatile and energy-efficient MTJ-based technologies.

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Fig. 1: TMR in MTJs.
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Fig. 2: Schematic illustration of the microfabrication process used to fabricate MTJ pillars.
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Fig. 3: Cross-sectional transmission electron microscopy images of MTJs.
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Fig. 4: Schematic representation of different switching mechanisms in MTJs.
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Fig. 5: Representative experimental results of MTJ switching by various mechanisms.
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Fig. 6: Schematic of HDD read/write head and MTJ biomagnetic field sensor.
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Fig. 7: MRAM memory cells of various types.
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Fig. 8: Example of a p-MTJ for STT-MRAM.
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Fig. 9: STO and spin-torque diode.
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References

  1. Tsymbal, E. Y. & Žutić, I. (eds) Spintronics Handbook: Spin Transport and Magnetism 2nd edn, Vol. 1 (CRC, 2019).

  2. Julliere, M. Tunnelling between ferromagnetic films. Phys. Lett. A 54, 225–226 (1975).

    Article  ADS  Google Scholar 

  3. Tsymbal, E. Y., Mryasov, O. N. & LeClair, P. R. Spin-dependent tunnelling in magnetic tunnel junctions. J. Phys. Condens. Matter 15, R109–R142 (2003).

    Article  ADS  Google Scholar 

  4. Moodera, J. S., Kinder, L. R., Wong, T. M. & Meservey, R. Large magnetoresistance at room temperature in ferromagnetic thin-film tunnel junctions. Phys. Rev. Lett. 74, 3273–3276 (1995).

    Article  ADS  Google Scholar 

  5. Yuasa, S., Nagahama, T., Fukushima, A., Suzuki, Y. & Ando, K. Giant room-temperature magnetoresistance in single-crystal Fe/MgO/Fe magnetic tunnel junctions. Nat. Mater. 3, 868–871 (2004).

    Article  Google Scholar 

  6. Parkin, S. S. P. et al. Giant tunnelling magnetoresistance at room temperature with MgO (100) tunnel barriers. Nat. Mater. 3, 862–867 (2004).

    Article  Google Scholar 

  7. Frenkel, J. On pre-breakdown phenomena in insulators and electronic semiconductors. Phys. Rev. 36, 1604–1618 (1930).

    Article  ADS  Google Scholar 

  8. Meservey, R. & Tedrow, P. M. Spin-polarized electron tunneling. Phys. Rep. 238, 173–243 (1994).

    Article  ADS  Google Scholar 

  9. Mavropoulos, Ph., Papanikolaou, N. & Dederichs, P. H. Complex band structure and tunnelling through ferromagnet/insulator/ferromagnet junctions. Phys. Rev. Lett. 85, 1088–1091 (2000).

    Article  ADS  Google Scholar 

  10. Butler, W. H., Zhang, X. G., Schulthess, T. C. & MacLaren, J. M. Spin-dependent tunnelling conductance of Fe|MgO|Fe sandwiches. Phys. Rev. B 63, 054416 (2001).

    Article  ADS  Google Scholar 

  11. Belashchenko, K. D. & Tsymbal, E. Y. in Spintronics Handbook: Spin Transport and Magnetism 2nd edn, Vol. 1 (eds Tsymbal, E. Y. & Žutić, I.) Ch. 13 (CRC, 2019).

  12. Slonczewski, J. C. Current-driven excitation of magnetic multilayers. J. Magn. Magn. Mater. 159, L1–L7 (1996).

    Article  ADS  Google Scholar 

  13. Katine, J. A., Albert, F. J., Buhrman, R. A., Myers, E. B. & Ralph, D. C. Current-driven magnetization reversal and spin-wave excitations in Co/Cu/Co pillars. Phys. Rev. Lett. 84, 3149–3152 (2000).

    Article  ADS  Google Scholar 

  14. Ralph, D. C. & Stiles, M. D. Spin-transfer torques. J. Magn. Magn. Mater. 320, 1190–1216 (2008).

    Article  ADS  Google Scholar 

  15. Brataas, A., Kent, A. D. & Ohno, H. Current-induced torques in magnetic materials. Nat. Mater. 11, 372–381 (2012).

    Article  Google Scholar 

  16. Miron, I. M. et al. Perpendicular switching of a single ferromagnetic layer induced by in-plane current injection. Nature 476, 189–193 (2011).

    Article  ADS  Google Scholar 

  17. Liu, L. et al. Spin-torque switching with the giant spin Hall effect of tantalum. Science 336, 555–558 (2012).

    Article  ADS  Google Scholar 

  18. Manchon, A. et al. Current-induced spin–orbit torques in ferromagnetic and antiferromagnetic systems. Rev. Mod. Phys. 91, 035004 (2019).

    Article  ADS  MathSciNet  Google Scholar 

  19. Sinova, J., Valenzuela, S. O., Wunderlich, J., Back, C. H. & Jungwirth, T. Spin Hall effects. Rev. Mod. Phys. 87, 1213–1260 (2015).

    Article  ADS  Google Scholar 

  20. Edelstein, V. M. Spin polarization of conduction electrons induced by electric current in two-dimensional asymmetric electron systems. Solid State Commun. 73, 233–235 (1990).

    Article  ADS  Google Scholar 

  21. Duan, C.-G. et al. Surface magnetoelectric effect in ferromagnetic metal films. Phys. Rev. Lett. 101, 137201 (2008).

    Article  ADS  Google Scholar 

  22. Maruyama, T. et al. Large voltage-induced magnetic anisotropy change in a few atomic layers of iron. Nat. Nanotechnol. 4, 158–161 (2009).

    Article  ADS  Google Scholar 

  23. Shiota, Y. et al. Induction of coherent magnetization switching in a few atomic layers of FeCo using voltage pulses. Nat. Mater. 11, 39–43 (2012).

    Article  Google Scholar 

  24. Wang, W.-G., Li, M., Hageman, S. & Chien, C. L. Electric-field-assisted switching in magnetic tunnel junctions. Nat. Mater. 11, 64–68 (2012).

    Article  Google Scholar 

  25. Song, T. et al. Giant tunnelling magnetoresistance in spin-filter van der Waals heterostructures. Science 360, 1214–1218 (2018).

    Article  ADS  Google Scholar 

  26. Wang, Z. et al. Very large tunneling magnetoresistance in layered magnetic semiconductor CrI3. Nat. Commun. 9, 2516 (2018).

    Article  ADS  Google Scholar 

  27. Paudel, T. R. & Tsymbal, E. Y. Spin filtering in CrI3 tunnel junctions. ACS Appl. Mater. Interfaces 11, 15781–15787 (2019).

    Article  Google Scholar 

  28. Velev, J. P. et al. Magnetic tunnel junctions with ferroelectric barriers: prediction of four resistance states from first principles. Nano Lett. 9, 427–432 (2009).

    Article  ADS  Google Scholar 

  29. Zhuravlev, M. Y., Maekawa, S. & Tsymbal, E. Y. Effect of spin-dependent screening on tunneling electroresistance and tunneling magnetoresistance in multiferroic tunnel junctions. Phys. Rev. B 81, 104419 (2010).

    Article  ADS  Google Scholar 

  30. Tsymbal, E. Y., Gruverman, A., Garcia, V., Bibes, M. & Barthélémy, A. Ferroelectric and multiferroic tunnel junctions. MRS Bull. 37, 138–143 (2012).

    Article  Google Scholar 

  31. Pantel, D., Goetze, S., Hesse, D. & Alexe, M. Reversible electrical switching of spin polarization in multiferroic tunnel junctions. Nat. Mater. 11, 289–293 (2012).

    Article  Google Scholar 

  32. Yin, Y. W. et al. Enhanced tunnelling electroresistance effect due to a ferroelectrically induced phase transition at a magnetic complex oxide interface. Nat. Mater. 12, 397–402 (2013).

    Article  Google Scholar 

  33. Xie, T. et al. Tailorable multiferroic tunnel junctions from all-van der Waals multilayer stacking. Nat. Nanotechnol. 21, 366–373 (2026).

    Article  ADS  Google Scholar 

  34. Huang, W. et al. Solid-state synapse based on magnetoelectrically coupled memristor. ACS Appl. Mater. Interfaces 10, 5649–5656 (2018).

    Article  Google Scholar 

  35. Shao, D.-F., Zhang, S. H., Li, M., Eom, C. B. & Tsymbal, E. Y. Spin-neutral currents for spintronics. Nat. Commun. 12, 7061 (2021).

    Article  ADS  Google Scholar 

  36. Dong, J. et al. Tunnelling magnetoresistance in non-collinear antiferromagnetic tunnel junctions. Phys. Rev. Lett. 128, 197201 (2022).

    Article  ADS  Google Scholar 

  37. Gurung, G., Elekhtiar, M., Luo, Q.-Q., Shao, D.-F. & Tsymbal, E. Y. Nearly perfect spin polarization of non-collinear antiferromagnets. Nat. Commun. 15, 10242 (2024).

    Article  ADS  Google Scholar 

  38. Chen, X. et al. Octupole-driven magnetoresistance in an antiferromagnetic tunnel junction. Nature 613, 490–495 (2023).

    Article  ADS  Google Scholar 

  39. Qin, P. et al. Room-temperature magnetoresistance in an all-antiferromagnetic tunnel junction. Nature 613, 485–490 (2023).

    Article  ADS  Google Scholar 

  40. Shi, J. et al. Electrically controlled all-antiferromagnetic tunnel junctions on silicon with large room-temperature magnetoresistance. Adv. Mater. 36, 2312008 (2024).

    Article  Google Scholar 

  41. Kang, J. et al. Octupole-driven spin-transfer-torque switching of all-antiferromagnetic tunnel junctions. Preprint at https://doi.org/10.48550/arXiv.2509.03026 (2025).

  42. Rimmler, B. H., Pal, B. & Parkin, S. S. P. Non-collinear antiferromagnetic spintronics. Nat. Rev. Mater. 10, 109–127 (2025).

    Article  Google Scholar 

  43. Šmejkal, L., Sinova, J. & Jungwirth, T. Beyond conventional ferromagnetism and antiferromagnetism: a phase with non-relativistic spin and crystal-rotation symmetry. Phys. Rev. X 12, 031042 (2022).

    Google Scholar 

  44. Shao, D.-F. & Tsymbal, E. Y. Antiferromagnetic tunnel junctions for spintronics. npj Spintronics 2, 13 (2024).

    Article  Google Scholar 

  45. Baltz, V. et al. Antiferromagnetic spintronics. Rev. Mod. Phys. 90, 015005 (2018).

    Article  ADS  MathSciNet  Google Scholar 

  46. Wang, Z. et al. Tunnelling spin valves based on Fe3GeTe2/hBN/Fe3GeTe2 van der Waals heterostructures. Nano Lett. 18, 4303–4308 (2018).

    Article  ADS  Google Scholar 

  47. Zhu, W. et al. Large room-temperature magnetoresistance in van der Waals ferromagnet/semiconductor junctions. Chin. Phys. Lett. 39, 128501 (2022).

    Article  ADS  Google Scholar 

  48. Jin, W. et al. Room-temperature and tunable tunnelling magnetoresistance in Fe3GaTe2-based two-dimensional van der Waals heterojunctions. ACS Appl. Mater. Interfaces 15, 36519–36526 (2023).

    Article  Google Scholar 

  49. Bowen, M. et al. Large magnetoresistance in tunnel junctions with MgO and Al₂O₃ barriers. Appl. Phys. Lett. 82, 233–235 (2003).

    Article  ADS  Google Scholar 

  50. Yuasa, S., Fukushima, A., Nagahama, T., Ando, K. & Suzuki, Y. Giant room-temperature magnetoresistance in single-crystal Fe/MgO/Fe magnetic tunnel junctions. Jpn. J. Appl. Phys. 43, L588–L590 (2004).

    Article  ADS  Google Scholar 

  51. Djayaprawira, D. D. et al. 230% room-temperature magnetoresistance in CoFeB/MgO/CoFeB magnetic tunnel junctions. Appl. Phys. Lett. 86, 092502 (2005).

    Article  ADS  Google Scholar 

  52. Tsunekawa, K. et al. Giant tunneling magnetoresistance at low bias in fully epitaxial CoFe/MgO/CoFe magnetic tunnel junctions. Appl. Phys. Lett. 87, 072503 (2005).

    Article  ADS  Google Scholar 

  53. Nagamine, Y. et al. High-biased coherent tunneling and magnetoresistance in epitaxial CoFe/MgO/CoFe junctions. Appl. Phys. Lett. 89, 162507 (2006).

    Article  ADS  Google Scholar 

  54. Wang, D., Nordman, C., Moinuddin, S. M., Qian, Z. & Fink, J. 70% TMR at room temperature for SDT sandwich junctions with CoFeB as free and reference layers. IEEE Trans. Magn. 40, 2269–2271 (2004).

    Article  ADS  Google Scholar 

  55. Konoto, M. et al. CoFeB/MgO/CoFeB magnetic tunnel junctions prepared by layer-by-layer growth of naturally oxidized MgO. Appl. Phys. Express 12, 103003 (2019).

    Article  ADS  Google Scholar 

  56. Scheike, T., Wen, Z., Sukegawa, H. & Mitani, S. 631% room temperature tunnel magnetoresistance with large oscillation effect in CoFe/MgO/CoFe(001) junctions. Appl. Phys. Lett. 122, 112404 (2023).

    Article  ADS  Google Scholar 

  57. Liu, H.-X. et al. Influence of film composition in quaternary Heusler alloy Co2(Mn, Fe)Si thin films on tunnelling magnetoresistance of Co2(Mn,Fe)Si/MgO-based magnetic tunnel junctions. J. Phys. D Appl. Phys. 48, 164001 (2015).

    Article  ADS  Google Scholar 

  58. Ikeda, S. et al. Tunnel magnetoresistance of 604% at 300 K by suppression of Ta diffusion in CoFeB∕MgO∕CoFeB pseudo-spin-valves annealed at high temperature. Appl. Phys. Lett. 93, 082508 (2008).

    Article  ADS  Google Scholar 

  59. Wang, W. G. et al. In situ characterization of rapid crystallization of amorphous CoFeB electrodes in CoFeB/MgO/CoFeB tunnel junctions during thermal annealing. Appl. Phys. Lett. 95, 242501 (2009).

    Article  ADS  Google Scholar 

  60. Devolder, T. et al. Material developments and domain wall-based nanosecond-scale switching process in perpendicularly magnetized STT-MRAM cells. IEEE Trans. Magn. 54, 3400109 (2018).

    Article  Google Scholar 

  61. Shao, Y. et al. Sub-volt switching of nanoscale voltage-controlled perpendicular magnetic tunnel junctions. Commun. Mater. 3, 87 (2022).

    Article  Google Scholar 

  62. Wang, W. G. et al. Understanding tunneling magnetoresistance during thermal annealing in MgO-based junctions with CoFeB electrodes. Phys. Rev. B 81, 144406 (2010).

    Article  ADS  Google Scholar 

  63. Urban, K. W. Studying atomic structures by aberration-corrected transmission electron microscopy. Science 321, 506–510 (2008).

    Article  ADS  Google Scholar 

  64. Williams, D. B. & Carter, C. B. Transmission Electron Microscopy: A Textbook for Materials Science (Springer, 2009).

  65. Warren, B. E. X-Ray Diffraction (Dover, 1990).

  66. Cullity, B. D. & Stock, S. R. Elements of X-Ray Diffraction (Prentice Hall, 2001).

  67. Holý, V., Pietsch, U. & Baumbach, T. High-Resolution X-Ray Scattering from Thin Films and Multilayers (Springer, 1998).

  68. Daillant, J. & Gibaud, A. (eds) X-Ray and Neutron Reflectivity: Principles and Applications (Springer, 2009).

  69. Chen, C. J. Introduction to Scanning Tunneling Microscopy (Oxford Univ. Press, 2007).

  70. Wiesendanger, R. Spin mapping at the nanoscale and atomic scale. Rev. Mod. Phys. 81, 1495–1550 (2009).

    Article  ADS  Google Scholar 

  71. Giessibl, F. J. Advances in atomic force microscopy. Rev. Mod. Phys. 75, 949–983 (2003).

    Article  ADS  Google Scholar 

  72. Egerton, R. F. Electron energy-loss spectroscopy in the TEM. Rep. Prog. Phys. 72, 016502 (2009).

    Article  ADS  Google Scholar 

  73. Müller, D. A. Structure and bonding at the atomic scale by scanning transmission electron microscopy. Nat. Mater. 8, 263–270 (2009).

    Article  Google Scholar 

  74. Cullity, B. D. & Graham, C. D. Introduction to Magnetic Materials 2nd edn (Wiley, 2009).

  75. Clarke, J. & Braginski, A. I. (eds) The SQUID Handbook: Fundamentals and Technology (Wiley-VCH, 2004).

  76. Zvezdin, A. K. & Kotov, V. A. Modern Magnetooptics and Magnetooptical Materials (CRC, 1997).

  77. Farle, M. Ferromagnetic resonance of ultrathin metallic layers. Rep. Prog. Phys. 61, 755–826 (1998).

    Article  ADS  Google Scholar 

  78. Stöhr, J. & Siegmann, H. C. Magnetism: From Fundamentals to Nanoscale Dynamics (Springer, 2006).

  79. Ikeda, S. et al. A perpendicular-anisotropy CoFeB-MgO magnetic tunnel junction. Nat. Mater. 9, 721–724 (2010).

    Article  Google Scholar 

  80. Worledge, D. C. et al. Spin torque switching of perpendicular Ta|CoFeB|MgO-based magnetic tunnel junctions. Appl. Phys. Lett. 98, 022501 (2011).

    Article  ADS  Google Scholar 

  81. Worledge, D. C. & Trouilloud, P. L. Magnetoresistance measurement of unpatterned magnetic tunnel junction wafers by current-in-plane tunneling. Appl. Phys. Lett. 83, 84–86 (2003).

    Article  ADS  Google Scholar 

  82. Kresse, G. & Furthmüller, J. Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set. Phys. Rev. B 54, 11169–11186 (1996).

    Article  ADS  Google Scholar 

  83. Kresse, G. & Joubert, D. From ultrasoft pseudopotentials to the projector augmented-wave method. Phys. Rev. B 59, 1758–1775 (1999).

    Article  ADS  Google Scholar 

  84. Giannozzi, P. et al. QUANTUM ESPRESSO: a modular and open-source software project for quantum simulations of materials. J. Phys. Condens. Matter 21, 395502 (2009).

    Article  Google Scholar 

  85. Blaha, P. et al. WIEN2k: an augmented plane wave plus local orbitals program for calculating crystal properties https://api.semanticscholar.org/CorpusID:115764353 (TU Wien, 2019).

  86. Soler, J. M. et al. The SIESTA method for ab initio order-N materials simulation. J. Phys. Condens. Matter 14, 2745–2779 (2002).

    Article  ADS  Google Scholar 

  87. Brandbyge, M., Mozos, J.-L., Ordejón, P., Taylor, J. & Stokbro, K. Density-functional method for nonequilibrium electron transport. Phys. Rev. B 65, 165401 (2002).

    Article  ADS  Google Scholar 

  88. Rocha, A. R. et al. Towards molecular spintronics. Nat. Mater. 4, 335–339 (2005).

    Article  Google Scholar 

  89. Dudarev, S. L., Botton, G. A., Savrasov, S. Y., Humphreys, C. J. & Sutton, A. P. Electron-energy-loss spectra and the structural stability of nickel oxide: an LSDA+U study. Phys. Rev. B 57, 1505–1509 (1998).

    Article  ADS  Google Scholar 

  90. Heyd, J., Scuseria, G. E. & Ernzerhof, M. Hybrid functionals based on a screened Coulomb potential. J. Chem. Phys. 118, 8207–8215 (2003).

    Article  ADS  Google Scholar 

  91. Kotliar, G. et al. Electronic structure calculations with dynamical mean-field theory. Rev. Mod. Phys. 78, 865–951 (2006).

    Article  ADS  Google Scholar 

  92. Hirohata, A. et al. Machine learning for the development of new materials for a magnetic tunnel junction. npj Spintronics 3, 32 (2025).

    Article  Google Scholar 

  93. Sayed, S., Kleidermacher, H. C., Hashemi-Asasi, G., Hsu, C.-H. & Salahuddin, S. An unsupervised machine learning based approach to identify efficient spin-orbit torque materials. npj Comput. Mater. 11, 167 (2025).

    Article  Google Scholar 

  94. Yuasa, S., Suzuki, Y., Katayama, T. & Ando, K. Characterization of growth and crystallization processes in CoFeB∕ MgO∕ CoFeB magnetic tunnel junction structure by reflective high-energy electron diffraction. Appl. Phys. Lett. 87, 242503 (2005).

    Article  ADS  Google Scholar 

  95. Karthik, S. V. et al. Transmission electron microscopy investigation of CoFeB/MgO/CoFeB pseudospin valves annealed at different temperatures. J. Appl. Phys. 106, 023920 (2009).

    Article  ADS  Google Scholar 

  96. Yuasa, S. & Djayaprawira, D. D. Giant tunnel magnetoresistance in magnetic tunnel junctions with crystalline MgO barriers. J. Phys. D Appl. Phys. 40, R337–R354 (2007).

    Article  ADS  Google Scholar 

  97. Kim, J.-H. et al. Ultrathin W spacer layer-enabled thermal stability enhancement in a perpendicular MgO/CoFeB/W/CoFeB/MgO recording frame. Sci. Rep. 5, 16903 (2015).

    Article  ADS  Google Scholar 

  98. Almasi, H., Xu, M., Xu, Y., Newhouse-Illige, T. & Wang, W. G. Effect of Mo insertion layers on the magnetoresistance and perpendicular magnetic anisotropy in Ta/CoFeB/MgO junctions. Appl. Phys. Lett. 109, 032401 (2016).

    Article  ADS  Google Scholar 

  99. Miura, S. et al. Scalability of Quad Interface p-MTJ for 1X nm STT-MRAM with 10 ns low-power write operation, 10 years retention and endurance  > 1011. In Proc. 2020 IEEE Symposium on VLSI Technology 18217 (IEEE, 2020).

  100. Khanal, P. et al. Perpendicular magnetic tunnel junctions with multi-interface free layers. Appl. Phys. Lett. 119, 242404 (2021).

    Article  ADS  Google Scholar 

  101. Jinnai, B. et al. High-performance shape-anisotropy magnetic tunnel junctions down to 2.3 nm. In Proc. 2020 IEEE International Electron Devices Meeting (IEDM) 24.6.1–24.6.4 (IEEE, 2020).

  102. Mao, S. et al. MnGa-based fully perpendicular magnetic tunnel junctions with ultrathin Co2MnSi interlayers. Sci. Rep. 7, 43064 (2017).

    Article  ADS  Google Scholar 

  103. Whitney, A. et al. Damping in free layers of spin-transfer-torque magnetic memory at elevated temperatures. Phys. Rev. Appl. 20, 034006 (2023).

    Article  ADS  Google Scholar 

  104. Maekawa, S. & Gafvert, U. Electron tunneling between ferromagnetic films. IEEE Trans. Magn. 18, 707–708 (1982).

    Article  ADS  Google Scholar 

  105. Miyazaki, T. & Tezuka, N. Giant magnetic tunneling effect in Fe/Al2O3/Fe junction. J. Magn. Magn. Mater. 139, L231–L234 (1995).

    Article  ADS  Google Scholar 

  106. Mathon, J. & Umerski, A. Theory of tunneling magnetoresistance of an epitaxial Fe/MgO/Fe(001) junction. Phys. Rev. B 63, 220403 (2001).

    Article  ADS  Google Scholar 

  107. Wu, Y. C. et al. Deterministic and field-free voltage-controlled MRAM for high performance and low power applications. In Proc. 2020 IEEE Symposium on VLSI Technology 1–2 (IEEE, 2020).

  108. Khanal, P. et al. Interplay of symmetry-conserved tunneling, interfacial oxidation and perpendicular magnetic anisotropy in CoFeB/MgO-based junctions. Preprint at https://arxiv.org/pdf/2210.16734.

  109. Yamamoto, T. et al. Magneto-transport properties in perpendicularly magnetized magnetic tunnel junctions using an Mg40Fe10O50 tunnel barrier. Acta Mater. 267, 119749 (2024).

    Article  Google Scholar 

  110. Ko, J. & Hong, J. Voltage-assisted magnetic switching in MgO/CoFeB-based magnetic tunnel junctions by way of interface reconstruction. ACS Appl. Mater. Interfaces 9, 42296–42302 (2017).

    Article  Google Scholar 

  111. Wang, W.-G. et al. Rapid thermal annealing study of magnetoresistance and perpendicular anisotropy in magnetic tunnel junctions based on MgO and CoFeB. Appl. Phys. Lett. 99, 102502 (2011).

    Article  ADS  Google Scholar 

  112. Feng, G., Van Dijken, S. & Coey, J. M. D. Influence of annealing on the bias voltage dependence of tunneling magnetoresistance in MgO double-barrier magnetic tunnel junctions with CoFeB electrodes. Appl. Phys. Lett. 89, 092502 (2006).

    Article  Google Scholar 

  113. Moriyama, T. et al. Tunnel magnetoresistance and spin torque switching in MgO-based magnetic tunnel junctions with a Co/Ni multilayer electrode. Appl. Phys. Lett. 97, 072513 (2010).

    Article  ADS  Google Scholar 

  114. Safranski, C. et al. Reliable sub-nanosecond switching in magnetic tunnel junctions for MRAM applications. IEEE Trans. Electron Devices 69, 7180–7183 (2022).

    Article  ADS  Google Scholar 

  115. Diao, Z. et al. Spin transfer switching in dual MgO magnetic tunnel junctions. Appl. Phys. Lett. 90, 132508 (2007).

    Article  ADS  Google Scholar 

  116. Hu, G. et al. STT-MRAM with double magnetic tunnel junctions. In Proc. 2015 IEEE International Electron Devices Meeting (IEDM) 26.3.1–26.3.4 (IEEE, 2015).

  117. Shiokawa, Y. et al. High write endurance up to 1012 cycles in a spin current-type magnetic memory array. AIP Adv. 9, 035236 (2019).

    Article  ADS  Google Scholar 

  118. Lee, T. Y. et al. World-most energy-efficient MRAM technology for non-volatile RAM applications. In Proc. 2022 International Electron Devices Meeting (IEDM) 10.7.1–10.7.4 (IEEE, 2022).

  119. Elphick, K. et al. Heusler alloys for spintronic devices: review on recent development and future perspectives. Sci. Technol. Adv. Mater. 22, 235–271 (2021).

    Article  Google Scholar 

  120. Van Beek, S. et al. Scaling the SOT track — a path towards maximizing efficiency in SOT-MRAM. In Proc. 2023 International Electron Devices Meeting (IEDM) 1–4 (IEEE, 2023).

  121. Cai, K. et al. First demonstration of field-free perpendicular SOT-MRAM for ultrafast and high-density embedded memories. In Proc. 2022 IEEE International Electron Devices Meeting (IEDM) 36.2.1–36.2.4 (IEEE, 2022).

  122. Nguyen, V. D., Rao, S., Wostyn, K. & Couet, S. Recent progress in spin-orbit torque magnetic random-access memory. npj Spintronics 2, 48 (2024).

    Article  Google Scholar 

  123. Niranjan, M. K., Duan, C. G., Jaswal, S. S. & Tsymbal, E. Y. Electric field effect on magnetization at the Fe/MgO(001) interface. Appl. Phys. Lett. 96, 222504 (2010).

    Article  ADS  Google Scholar 

  124. Zhang, J., Lukashev, P. V., Jaswal, S. S. & Tsymbal, E. Y. Model of orbital populations for voltage-controlled magnetic anisotropy in transition-metal thin films. Phys. Rev. B 96, 014435 (2017).

    Article  ADS  Google Scholar 

  125. Yamamoto, T., Matsumoto, R., Nozaki, T., Imamura, H. & Yuasa, S. Developments in voltage-controlled subnanosecond magnetization switching. J. Magn. Magn. Mater. 560, 169637 (2022).

    Article  Google Scholar 

  126. Xu, L. & Zhang, S. Electric field control of interface magnetic anisotropy. J. Appl. Phys. 111, 07C501 (2012).

    Article  Google Scholar 

  127. Miwa, S. et al. Voltage controlled interfacial magnetism through platinum orbits. Nat. Commun. 8, 15848 (2017).

    Article  ADS  Google Scholar 

  128. Yang, L. et al. Interface-controlled antiferromagnetic tunnel junctions. Newton 1, 100142 (2025).

    Article  Google Scholar 

  129. Grezes, C. et al. Ultra-low switching energy and scaling in electric-field-controlled nanoscale magnetic tunnel junctions with high resistance-area product. Appl. Phys. Lett. 108, 012403 (2016).

    Article  ADS  Google Scholar 

  130. Kanai, S., Matsukura, F. & Ohno, H. Electric-field-induced magnetization switching in CoFeB/MgO magnetic tunnel junctions with high junction resistance. Appl. Phys. Lett. 108, 192406 (2016).

    Article  ADS  Google Scholar 

  131. Zhang, Y. et al. Interface-engineered voltage-driven magnetic tunnel junctions with ultra-low-energy magnetization switching. Preprint at https://doi.org/10.48550/arXiv.2511.18143 (2025).

  132. Yamamoto, T. et al. Thermally induced precession-orbit transition of magnetization in voltage-driven magnetization switching. Phys. Rev. Appl. 10, 024004 (2018).

    Article  ADS  Google Scholar 

  133. Ichinose, T. et al. Cryogenic-temperature grain-to-grain epitaxial growth of high-quality ultrathin CoFe layer on MgFeO tunnel barrier for high-performance magnetic tunnel junctions. NPG Asia Mater. 17, 41 (2025).

    Article  ADS  Google Scholar 

  134. Shao, Y. & Khalili Amiri, P. Progress and application perspectives of voltage-controlled magnetic tunnel junctions. Adv. Mater. Technol. 8, 2300676 (2023).

    Article  Google Scholar 

  135. Athas, J. et al. Statistical study of large voltage-controlled magnetic anisotropy in 3X-nm perpendicular magnetic tunnel junctions. IEEE Electron Device Lett. 46, 1549–1552 (2025).

    Article  ADS  Google Scholar 

  136. He, X. et al. Robust isothermal electric control of exchange bias at room temperature. Nat. Mater. 9, 579–585 (2010).

    Article  Google Scholar 

  137. Surampalli, A. et al. Voltage controlled interlayer exchange coupling and magnetic anisotropy effects in perpendicular magnetic heterostructures. Adv. Funct. Mater. 34, 2408599 (2024).

    Article  Google Scholar 

  138. Zhang, D. et al. Bipolar electric-field switching of perpendicular magnetic tunnel junctions through voltage-controlled exchange coupling. Nano Lett. 22, 622–629 (2022).

    Article  ADS  Google Scholar 

  139. Xu, M. et al. Voltage-controlled antiferromagnetism in magnetic tunnel junctions. Phys. Rev. Lett. 124, 187701 (2020).

    Article  ADS  Google Scholar 

  140. Chang, P.-H., Fang, W., Ozaki, T. & Belashchenko, K. D. Voltage-controlled magnetic anisotropy in antiferromagnetic MgO-capped MnPt films. Phys. Rev. Mater. 5, 054406 (2021).

    Article  Google Scholar 

  141. Chen, J. Y., He, L., Wang, J. P. & Li, M. All-optical switching of magnetic tunnel junctions with single subpicosecond laser pulses. Phys. Rev. Appl. 7, 021001 (2017).

    Article  ADS  Google Scholar 

  142. Wang, L. et al. Picosecond optospintronic tunnel junctions. Proc. Natl Acad. Sci. USA 119, e2204732119 (2022).

    Article  Google Scholar 

  143. Koopmans, B. et al. Explaining the paradoxical diversity of ultrafast laser-induced demagnetization. Nat. Mater. 9, 259–265 (2010).

    Article  Google Scholar 

  144. Radu, I. et al. Transient ferromagnetic-like state mediating ultrafast reversal of antiferromagnetically coupled spins. Nature 472, 205–208 (2011).

    Article  ADS  Google Scholar 

  145. Quessab, Y. et al. Resolving the role of magnetic circular dichroism in multishot helicity-dependent all-optical switching. Phys. Rev. B 100, 024425 (2019).

    Article  ADS  Google Scholar 

  146. Kohlmann, M. et al. Exploring the impact of the inverse Faraday-effect on all-optical helicity-dependent magnetization switching. J. Appl. Phys. 138, 043901 (2025).

    Article  ADS  Google Scholar 

  147. Khalid, M. W. et al. Role of photonic angular momentum in all-optical magnetic switching. Phys. Rev. B 109, L140403 (2024).

    Article  ADS  Google Scholar 

  148. Polley, D. et al. Picosecond spin-orbit torque–induced coherent magnetization switching in a ferromagnet. Sci. Adv. 9, eadh5562 (2023).

    Article  Google Scholar 

  149. Chen, A. et al. Giant nonvolatile manipulation of magnetoresistance in magnetic tunnel junctions by electric fields via magnetoelectric coupling. Nat. Commun. 10, 243 (2019).

    Article  ADS  Google Scholar 

  150. Prejbeanu, I. L. et al. Thermally assisted MRAM. J. Phys. Condens. Matter 19, 165218 (2007).

    Article  ADS  Google Scholar 

  151. Lei, Z. Q., Li, G. J., Egelhoff, W. F., Lai, P. T. & Pong, P. W. T. Review of noise sources in magnetic tunnel junction sensors. IEEE Trans. Magn. 47, 602–612 (2011).

    Article  ADS  Google Scholar 

  152. Nakano, T., Fujiwara, K. & Oogane, M. Tunnel-magnetoresistance sensors with sub-pT detectivity for detecting bio-magnetic fields. Appl. Phys. Lett. 126, 160503 (2025).

    Article  ADS  Google Scholar 

  153. Tsymbal, E. Y. & Pettifor, D. G. Perspectives of giant magnetoresistance. Solid State Phys. 56, 113–237 (2001).

    Article  Google Scholar 

  154. Parkin, S. S. P. Spintronic materials and devices: past, present and future. J. Phys. Condens. Matter 19, 165217 (2007).

    Google Scholar 

  155. Lei, Z. Q. et al. Liver cancer immunoassay with magnetic nanoparticles and MgO-based magnetic tunnel junction sensors. J. Appl. Phys. 111, 07E505 (2012).

    Article  Google Scholar 

  156. Wu, K. et al. Giant magnetoresistance biosensors in biomedical applications. ACS Appl. Mater. Interfaces 14, 9945–9969 (2022).

    Article  Google Scholar 

  157. Moretti, D. et al. Biocompatibility of a magnetic tunnel junction sensor array for the detection of neuronal signals in culture. Front. Neurosci. 12, 909 (2018).

    Article  Google Scholar 

  158. Engel, B. N. et al. A 4-Mb toggle MRAM based on a novel bit and switching method. IEEE Trans. Magn. 41, 132–136 (2005).

    Article  ADS  Google Scholar 

  159. Kent, A. D. & Worledge, D. C. A new spin on magnetic memories. Nat. Nanotechnol. 10, 187–191 (2015).

    Article  ADS  Google Scholar 

  160. Apalkov, D., Dieny, B. & Slaughter, J. M. Magnetoresistive random access memory. Nat. Electron. 2, 191–201 (2019).

    Google Scholar 

  161. Hosomi, M. et al. A novel nonvolatile memory with spin torque transfer magnetization switching: spin-RAM. In Proc. Electron Devices Meeting, 2005. IEDM Technical Digest. IEEE International 459–462 (IEEE, 2005).

  162. Kishi, T. et al. Lower-current and fast-switching of a perpendicular TMR for high speed and high density spin-transfer-torque MRAM. In Proc. 2008 IEEE International Electron Devices Meeting 1–4 (IEEE, 2008).

  163. Khalili Amiri, P. et al. Switching current reduction using perpendicular anisotropy in CoFeB–MgO magnetic tunnel junctions. Appl. Phys. Lett. 98, 112507 (2011).

    Article  ADS  Google Scholar 

  164. Yakushiji, K., Sugihara, A., Fukushima, A., Kubota, H. & Yuasa, S. Very strong antiferromagnetic interlayer exchange coupling with iridium spacer layer for perpendicular magnetic tunnel junctions. Appl. Phys. Lett. 110, 092406 (2017).

    Article  ADS  Google Scholar 

  165. Yu, G. et al. Switching of perpendicular magnetization by spin–orbit torques in the absence of external magnetic fields. Nat. Nanotechnol. 9, 548–554 (2014).

    Article  ADS  Google Scholar 

  166. Liu, Y., Lee, O. J. & Wesselink, R. J. H. Field-free magnetization switching by utilizing the spin Hall effect. Sci. Rep. 9, 325 (2019).

    Article  ADS  Google Scholar 

  167. Worledge, D. C. & Hu, G. Spin-transfer torque magnetoresistive random access memory technology status and future directions. Nat. Rev. Electr. Eng. 1, 730–747 (2024).

    Article  Google Scholar 

  168. Huang, Y.-L. et al. A 64-kilobit spin–orbit torque magnetic random-access memory based on back-end-of-line-compatible β-tungsten. Nat. Electron. 8, 794–802 (2025).

    Article  Google Scholar 

  169. Pai, C.-F. et al. Spin-transfer torque devices utilizing the giant spin Hall effect of tungsten. Appl. Phys. Lett. 101, 122404 (2012).

    Article  ADS  Google Scholar 

  170. Hibino, Y. et al. Highly energy-efficient spin-orbit-torque magnetoresistive memory with amorphous W–Ta–B alloys. Adv. Electron. Mater. 10, 2300581 (2024).

    Article  Google Scholar 

  171. Nakayama, H. et al. Static magnetization switching in an artificial antiferromagnetic multilayer driven by a voltage-controlled magnetic anisotropy effect. Nat. Mater. https://doi.org/10.1038/s41563-026-02575-w (2026).

    Article  Google Scholar 

  172. Nagel, K. et al. STT-MRAM for automotive applications. In Proc. 2021 IEEE 32nd Magnetic Recording Conference (TMRC) 1–2 (IEEE, 2021).

  173. Gallagher, W. J. et al. 22 nm STT-MRAM for reflow and automotive uses with high yield, reliability, and magnetic immunity and with performance and shielding options. In Proc. 2019 IEEE International Electron Devices Meeting (IEDM) 2.7.1–2.7.4 (IEEE, 2019).

  174. Wang, S. et al. Comparative evaluation of spin-transfer-torque and magnetoelectric random access memory. IEEE J. Emerg. Sel. Top. Circuits Syst. 6, 134–145 (2016).

    Article  ADS  Google Scholar 

  175. Dorrance, R. et al. Diode-MTJ crossbar memory cell using voltage-induced unipolar switching for high-density MRAM. IEEE Electron Device Lett. 34, 753–755 (2013).

    Article  ADS  Google Scholar 

  176. Wang, K. L., Alzate, J. G. & Khalili Amiri, P. Low-power non-volatile spintronic memory: STT-RAM and beyond. J. Phys. D Appl. Phys. 46, 074003 (2013).

    Article  ADS  Google Scholar 

  177. Wang, K. L. & Khalili Amiri, P. Nonvolatile spintronics: perspectives on instant-on nonvolatile nanoelectronic systems. Spin 2, 1250009 (2012).

    Article  Google Scholar 

  178. Ren, F. & Marković, D. True energy-performance analysis of the MTJ-based logic-in-memory architecture (1-bit full adder). IEEE Trans. Electron Devices 57, 1023–1028 (2010).

    Article  ADS  Google Scholar 

  179. Duffee, C. et al. An integrated-circuit-based probabilistic computer that uses voltage-controlled magnetic tunnel junctions as its entropy source. Nat. Electron. 8, 784–793 (2025).

    Article  Google Scholar 

  180. Shao, Y. et al. Probabilistic computing with voltage-controlled dynamics in magnetic tunnel junctions. Nanotechnology 34, 495203 (2023).

    Article  Google Scholar 

  181. Shao, Y. et al. Reconfigurable physically unclonable functions based on nanoscale voltage-controlled magnetic tunnel junctions. Adv. Electron. Mater. 9, 2300195 (2023).

    Article  Google Scholar 

  182. Camsari, K. Y., Faria, R., Sutton, B. M. & Datta, S. Stochastic p-bits for invertible logic. Phys. Rev. X 7, 031014 (2017).

    Google Scholar 

  183. Camsari, K. Y., Salahuddin, S. & Datta, S. Implementing p-bits with embedded MTJ. IEEE Electron Device Lett. 38, 1767–1770 (2017).

    Article  ADS  Google Scholar 

  184. Shao, Y. et al. Implementation of artificial neural networks using magnetoresistive random-access memory-based stochastic computing units. IEEE Magn. Lett. 12, 4501005 (2021).

    Article  Google Scholar 

  185. Singh, N. S. et al. CMOS plus stochastic nanomagnets enabling heterogeneous computers for probabilistic inference and learning. Nat. Commun. 15, 2685 (2024).

    Article  ADS  Google Scholar 

  186. Borders, W. A. et al. Integer factorization using stochastic magnetic tunnel junctions. Nature 573, 390–393 (2019).

    Article  ADS  Google Scholar 

  187. Duffee, C. et al. P-dits: probabilistic d-dimensional bits for extended-variable probabilistic computing. Phys. Rev. Appl. 24, 044077 (2025).

    Article  ADS  Google Scholar 

  188. Chowdhury, S. et al. A Full-stack view of probabilistic computing with p-bits: devices, architectures, and algorithms. IEEE J. Explor. Solid-State Comput. Devices Circuits 9, 1–11 (2023).

    Article  ADS  Google Scholar 

  189. Aadit, N. A. et al. Massively parallel probabilistic computing with sparse Ising machines. Nat. Electron. 5, 460–467 (2022).

    Article  Google Scholar 

  190. Raimondo, E. et al. High-performance and reliable probabilistic Ising machine based on simulated quantum annealing. Phys. Rev. X 15, 041001 (2025).

    Google Scholar 

  191. Fukushima, A. et al. Spin dice: a scalable truly random number generator based on spintronics. Appl. Phys. Express 7, 083001 (2014).

    Article  ADS  Google Scholar 

  192. Kiselev, S. I. et al. Microwave oscillations of a nanomagnet driven by a spin-polarized current. Nature 425, 380–383 (2003).

    Article  ADS  Google Scholar 

  193. Deac, A. M. et al. Bias-driven high-power microwave emission from MgO-based tunnel magnetoresistance devices. Nat. Phys. 4, 803–809 (2008).

    Article  Google Scholar 

  194. Maehara, H. et al. Large emission power over 2 µW with high Q factor obtained from nanocontact magnetic-tunnel-junction-based spin torque oscillator. Appl. Phys. Express 6, 113005 (2013).

    Article  ADS  Google Scholar 

  195. Tsunegi, S. et al. High emission power and Q factor in spin torque vortex oscillator consisting of FeB free layer. Appl. Phys. Express 7, 063009 (2014).

    Article  ADS  Google Scholar 

  196. Tsunegi, S., Yakushiji, K., Fukushima, A., Yuasa, S. & Kubota, H. Microwave emission power exceeding 10 µW in spin-torque vortex oscillator. Appl. Phys. Lett. 109, 252402 (2016).

    Article  ADS  Google Scholar 

  197. Tsunegi, S. et al. Scaling up electrically synchronized spin torque oscillator networks. Sci. Rep. 8, 13475 (2018).

    Article  ADS  Google Scholar 

  198. Tamaru, S., Kubota, H., Yakushiji, K., Yuasa, S. & Fukushima, A. Extremely coherent microwave emission from spin-torque oscillator stabilized by phase locked loop. Sci. Rep. 5, 18134 (2015).

    Article  ADS  Google Scholar 

  199. Kreissig, M. et al. Vortex spin-torque oscillator stabilized by phase-locked loop using integrated circuits. AIP Adv. 7, 056653 (2017).

    Article  ADS  Google Scholar 

  200. Tamaru, S., Kubota, H., Yakushiji, K., Fukushima, A. & Yuasa, S. Physical origin and theoretical limit of the phase stability of a spin-torque oscillator stabilized by a phase-locked loop. Phys. Rev. Appl. 7, 064020 (2017).

    Article  ADS  Google Scholar 

  201. Torrejon, J. et al. Neuromorphic computing with nanoscale spintronic oscillators. Nature 547, 428–431 (2017).

    Article  ADS  Google Scholar 

  202. Romera, M. et al. Vowel recognition with four coupled spin-torque nano-oscillators. Nature 563, 230–234 (2018).

    Article  ADS  Google Scholar 

  203. Tulapurkar, A. A. et al. Spin-torque diode effect in magnetic tunnel junctions. Nature 438, 339–342 (2005).

    Article  ADS  Google Scholar 

  204. Kubota, H. et al. Quantitative measurement of voltage dependence of spin-transfer torque in MgO-based magnetic tunnel junctions. Nat. Phys. 4, 37–41 (2008).

    Article  Google Scholar 

  205. Sankey, J. C. et al. Measurement of the spin-transfer-torque vector in magnetic tunnel junctions. Nat. Phys. 4, 67–71 (2008).

    Article  Google Scholar 

  206. Pedersen, R. J. & Vernon, F. L. Jr. Effect of film resistance on low-impedance tunneling measurements. Appl. Phys. Lett. 10, 29–31 (1967).

    Article  ADS  Google Scholar 

  207. van de Veerdonk, R. J. M., Nowak, J., Meservey, R., Moodera, J. S. & de Jonge, W. J. M. Current distribution effects in magnetoresistive tunnel junctions. Appl. Phys. Lett. 71, 2839–2841 (1997).

    Article  ADS  Google Scholar 

  208. Velev, J. P., Belashchenko, K. D., Jaswal, S. S. & Tsymbal, E. Y. Effect of oxygen vacancies on spin-dependent tunnelling in Fe/MgO/Fe magnetic tunnel junctions. Appl. Phys. Lett. 90, 072502 (2007).

    Article  ADS  Google Scholar 

  209. Miao, G. X. et al. Disturbance of tunneling coherence by oxygen vacancy in epitaxial Fe/MgO/Fe magnetic tunnel junctions. Phys. Rev. Lett. 100, 246803 (2008).

    Article  ADS  Google Scholar 

  210. Wang, Z. et al. Atomic-scale structure and local chemistry of CoFeB-MgO magnetic tunnel junctions. Nano Lett. 16, 1530–1536 (2016).

    Article  ADS  Google Scholar 

  211. Hirohata, A., Elphick, K., Lloyd, D. C. & Mizukami, S. Interfacial quality to control tunnelling magnetoresistance. Front. Phys. 10, 1007989 (2022).

    Article  Google Scholar 

  212. Tsai, H. et al. Electrical manipulation of a topological antiferromagnetic state. Nature 580, 608–613 (2020).

    Article  ADS  Google Scholar 

  213. Shi, J. et al. Electrical manipulation of the magnetic order in antiferromagnetic PtMn pillars. Nat. Electron. 3, 92–98 (2020).

    Article  Google Scholar 

  214. DuttaGupta, S. et al. Spin–orbit torque switching of an antiferromagnetic metallic heterostructure. Nat. Commun. 11, 5715 (2020).

    Article  ADS  Google Scholar 

  215. Arpaci, S. et al. Observation of current-induced switching in non-collinear antiferromagnetic IrMn3 by differential voltage measurements. Nat. Commun. 12, 3828 (2021).

    Article  ADS  Google Scholar 

  216. Higo, T. et al. Perpendicular full switching of chiral antiferromagnetic order by current. Nature 607, 474–479 (2022).

    Article  ADS  Google Scholar 

  217. Li, X. et al. Spin-dependent transport in van der Waals magnetic tunnel junctions with Fe3GeTe2 electrodes. Nano Lett. 19, 5133–5139 (2019).

    Article  ADS  Google Scholar 

  218. Li, K., Guo, Y., Robertson, J., Zhao, W. & Lu, H. Designing van der Waals magnetic tunnel junctions with high tunnel magnetoresistance via Brillouin zone filtering. Nanoscale 16, 19228–19238 (2024).

    Article  Google Scholar 

  219. Zhang, L. et al. Perfect spin filtering effect on Fe3GeTe2-based van der Waals magnetic tunnel junctions. J. Phys. Chem. C 124, 27429–27435 (2020).

    Article  Google Scholar 

  220. Zhu, W. et al. Large and tunable magnetoresistance in van der Waals ferromagnet/semiconductor junctions. Nat. Commun. 14, 5371 (2023).

    Article  ADS  Google Scholar 

  221. Tu, Z. et al. Spin–orbit coupling proximity effect in MoS2/Fe3GeTe2 heterostructures. Appl. Phys. Lett. 120, 043102 (2022).

    Article  ADS  Google Scholar 

  222. Liang, S. et al. Small-voltage multiferroic control of two-dimensional magnetic insulators. Nat. Electron. 6, 199–205 (2023).

    Article  Google Scholar 

  223. Zhang, G. et al. Above-room-temperature intrinsic ferromagnetism in ultrathin van der Waals crystal Fe3+xGaTe2. Appl. Phys. Lett. 125, 121901 (2024).

    Article  ADS  Google Scholar 

  224. Zhao, W.-M. et al. Interface-controlled antiferromagnetic tunnel junctions based on a metallic van der Waals A-type antiferromagnet. Nat. Commun. 17, 268 (2026).

    Article  ADS  Google Scholar 

  225. Chen, Y. et al. Twist-assisted all-antiferromagnetic tunnel junction in the atomic limit. Nature 632, 1045–1051 (2024).

    Article  ADS  Google Scholar 

  226. Yang, H. et al. Two-dimensional materials prospects for non-volatile spintronic memories. Nat. Rev. Mater. 7, 793–829 (2022).

    Google Scholar 

  227. Kan, J. J. et al. A study on practically unlimited endurance of STT-MRAM. IEEE Trans. Electron Devices 64, 3639–3646 (2017).

    Article  ADS  Google Scholar 

  228. Yamamoto, T. et al. Write-error reduction of voltage-torque-driven magnetization switching by a controlled voltage pulse. Phys. Rev. Appl. 11, 014013 (2019).

    Article  ADS  Google Scholar 

  229. Salomoni, D. et al. Field-free all-optical switching and electrical readout of Tb/Co-based magnetic tunnel junctions. Phys. Rev. Appl. 20, 034070 (2023).

    Article  ADS  Google Scholar 

  230. Cargnini, L. V., Torres, L., Brum, R. M., Senni, S. & Sassatelli, G. Embedded memory hierarchy exploration based on magnetic random access memory. J. Low Power Electron. Appl. 4, 214–230 (2014).

    Article  Google Scholar 

  231. Bandiera, S. et al. Spin transfer torque switching assisted by thermally induced anisotropy reorientation in perpendicular magnetic tunnel junctions. Appl. Phys. Lett. 99, 202507 (2011).

    Article  ADS  Google Scholar 

  232. Zhang, Y. et al. Еlectric-field control of nonvolatile resistance state of perpendicular magnetic tunnel junction via magnetoelectric coupling. Sci. Adv. 10, eadl4633 (2024).

    Article  Google Scholar 

  233. Chen, A. et al. Full voltage manipulation of the resistance of a magnetic tunnel junction. Sci. Adv. 5, eaay5141 (2019).

    Article  ADS  Google Scholar 

  234. Biswas, A. K., Ahmad, H., Atulasimha, J. & Bandyopadhyay, S. Experimental demonstration of complete 180° reversal of magnetization in isolated Co nanomagnets on a PMN–PT substrate with voltage-generated strain. Nano Lett. 17, 3478–3484 (2017).

    Article  ADS  Google Scholar 

  235. D’Souza, N., Fashami, M. S., Bandyopadhyay, S. & Atulasimha, J. Experimental clocking of nanomagnets with strain for ultralow power Boolean logic. Nano Lett. 16, 1069–1075 (2016).

    Article  ADS  Google Scholar 

  236. Garello, K. et al. SOT-MRAM 300MM integration for low power and ultrafast embedded memories. In Proc. 2018 IEEE Symposium on VLSI Circuits 81–82 (IEEE, 2018).

  237. Kimel, A. V. & Li, M. Writing magnetic memory with ultrashort light pulses. Nat. Rev. Mater. 4, 189–200 (2019).

    Article  Google Scholar 

  238. Slonczewski, J. C. Conductance and exchange coupling of two ferromagnets separated by a tunneling barrier. Phys. Rev. B 39, 6995 (1989).

    Article  ADS  Google Scholar 

  239. Schep, K. M., Kelly, P. J. & Bauer, G. E. W. Ballistic transport and electronic structure. Phys. Rev. B 57, 8907 (1998).

    Article  ADS  Google Scholar 

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Acknowledgements

The authors thank B. Dieny, K. Garello, S. Tamaru, D. Worledge and S. Zhang for providing useful information on the specific properties of MTJs. E.Y.T. acknowledges support from the National Science Foundation (awards DMR-2425567 and DMR-2316665). W.W. acknowledges the support from the National Science Foundation (awards ECCS-2230124, DMR-2324203, ECCS-2333882 and DMR-2425567). P.K.A. acknowledges support from the Center for Energy-Efficient Magnonics (CEEMag); an Energy Frontier Research Center funded by the US Department of Energy (DOE), Office of Science, Basic Energy Sciences, under Award number DE-AC02-76SF00515; and from the National Science Foundation (awards CNS-2425538, CCF-2322572, ECCS-2203242 and ECCS-2203243). D.-F.S. acknowledges support from the National Key R&D Program of China (grant no. 2024YFB3614101), the National Natural Science Foundation of China (grants nos. 12241405 and 12274411), the Basic Research Program of the Chinese Academy of Sciences Based on Major Scientific Infrastructures (grant no. JZHKYPT-2021-08) and the CAS Project for Young Scientists in Basic Research (grant no. YSBR-084).

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Authors and Affiliations

Authors

Contributions

Introduction (D.-F.S. and E.Y.T.); Experimentation (S.Y., W.W. and P.K.A.); Results (W.W. and E.Y.T.); Applications (S.Y., W.W. and P.K.A.); Reproducibility and data deposition (P.K.A. and E.Y.T.); Limitations and optimizations (S.Y., W.W. and P.K.A.); Outlook (E.Y.T., P.K.A. and C.G.). All authors contributed to the conceptualization, writing and editing of the Primer, with the overall effort led by E.Y.T.

Corresponding author

Correspondence to Evgeny Y. Tsymbal.

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Competing interests

The authors declare no competing interests.

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Peer review information

Nature Reviews Methods Primers thanks Hao Cai, Jean Anne Incorvia, Jimmy Zhu and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.

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Supplementary information

Glossary

Antidamping-like torque

A torque component that counteracts Gilbert damping, enabling magnetization procession or switching.

Antiferromagnetic tunnel junctions

(AFMTJs). Magnetic tunnel junctions with antiferromagnetic electrodes.

Bloch states

Quantum states of single electrons in individual periodic crystal lattices characterized by plane waves modulated by lattice-periodic functions.

Cap layer

A thin protective layer deposited on top of a device or film to prevent oxidation, contamination or degradation.

Coherent tunnelling

Quantum tunnelling in which the phase and transverse crystal momentum of electronic states are conserved across the barrier.

Curie temperature

The critical temperature above which a ferromagnet loses its spontaneous magnetization.

d.c. sputtering deposition

A physical vapour deposition technique using direct current (d.c.) plasma to deposit conductive materials.

Damping constant α

A dimensionless parameter that quantifies the strength of Gilbert damping in magnetization dynamics.

Evanescent states

Quantum states of single electrons in tunnel barriers characterized by exponentially decaying wavefunctions.

Exchange stiffness

A material parameter that quantifies the energy cost associated with the spatial variation of magnetization.

Ferromagnetic resonance

(FMR). A spectroscopic technique probing dynamic response of magnetization under microwave excitation.

Field-like torque

A torque component that acts as an effective magnetic field on magnetization.

Free layer

The magnetic layer in a magnetic tunnel junction whose magnetization can be switched between stable states.

Gilbert damping

A phenomenological description of energy dissipation during magnetization dynamics.

Magnetic anisotropy

The directional dependence of magnetic energy that defines preferred magnetization orientations.

Magnetic tunnel junction

(MTJ). Nanoscale device consisting of two magnetic layers separated by an insulating tunnel barrier.

Magnetization precession

Rotational motion of magnetization around an effective magnetic field.

Magnetization switching

The process by which the magnetization of a magnetic element reverses between stable states.

Magnetoresistive random-access memory

(MRAM). A non-volatile memory technology based on magnetic tunnel junctions as storage elements.

Momentum-dependent spin polarization

(MDSP). Spin polarization of electronic states that varies as a function of crystal momentum.

Neuromorphic computing

A computing paradigm that mimics the structure and dynamics of biological neural systems.

Pinned layer

The magnetic layer in a magnetic tunnel junction whose magnetization is fixed by exchange bias or by antiferromagnetic coupling.

Quantum tunnelling

The quantum-mechanical phenomenon in which a particle passes through a classically forbidden potential barrier.

Radio-frequency sputtering deposition

A sputtering method using radio-frequency power, enabling deposition of dielectrics.

Resistance-area product

The resistance-area product of a magnetic tunnel junction characterizing the intrinsic tunnelling resistance, independent of device size.

Spin Hall angle

The ratio of the generated transverse spin current density to the applied longitudinal charge current density.

Spin polarization

The imbalance between spin-up and spin-down electron populations contributing to electric transport.

Spin–orbit torque

(SOT). A torque on magnetization produced by a spin current generated by an in-plane charge current in an adjacent heavy metal layer.

Spin-transfer torque

(STT). A torque exerted on magnetization by a spin-polarized current flowing through a magnetic layer.

Thermal stability factor

(TSF). A dimensionless parameter defined as the ratio of the magnetic energy barrier to the thermal energy, determining data retention reliability.

TMR ratio

The relative change in resistance of a magnetic tunnel junction between antiparallel and parallel magnetization states, defined as \(({R}_{{\rm{AP}}}-{R}_{{\rm{P}}})/{R}_{{\rm{P}}}\).

Tunnelling magnetoresistance

(TMR). The relative change in resistance of a magnetic tunnel junction between parallel and antiparallel magnetic configurations of the electrodes.

Van der Waals magnetic tunnel junctions

(vdW-MTJs). Magnetic tunnel junctions assembled from van der Waals layered materials.

Voltage-controlled magnetic anisotropy

(VCMA). The modulation of magnetic anisotropy at a magnetic interface induced by an applied electric field.

Write-error rate

The probability that a memory cell fails to switch to the desired magnetic state during a write operation.

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Tsymbal, E.Y., Yuasa, S., Wang, W. et al. Magnetic tunnel junctions. Nat Rev Methods Primers 6, 38 (2026). https://doi.org/10.1038/s43586-026-00490-7

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