Design of a Compact Spin-Orbit-Torque-Based Ternary Content Addressable Memory

被引:9
作者
Narla, Siri [1 ]
Kumar, Piyush [1 ]
Laguna, Ann Franchesca [2 ]
Reis, Dayane [2 ]
Hu, X. Sharon [2 ]
Niemier, Michael [2 ]
Naeemi, Azad [1 ]
机构
[1] Georgia Inst Technol, Sch Elect & Comp Engn, Atlanta, GA 30332 USA
[2] Univ Notre Dame, Dept Comp Sci & Engn, Notre Dame, IN 46556 USA
关键词
Macrospin; magnetic tunnel junction (MTJ); micromagnetic; spin-orbit torque (SOT); ternary content addressable memory (TCAM); voltage-controlled magnetic anisotropy (VCMA); LOW-POWER; HIGH-SPEED; SOT-MRAM; ENHANCEMENT; SRAM; CELL;
D O I
10.1109/TED.2022.3231569
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
article presents the design of a novel and compact spin-orbit torque (SOT)-based ternary content addressable memory (TCAM). Experimentally validated/calibrated micromagnetic and macrospin simulations have been used to quantify various tradeoffs regarding the write operation, such as write energy, error rate, and retention time. SPICE simulations incorporating various sources of variability are used to evaluate search operations, optimize the proposed novel TCAM cell based on SOT magnetic random access memory (SOT-MRAM), and benchmark it against static random access memory (SRAM)-and FeFET-based TCAMs. We show low search error rates (SERs) (< 10(-4)) while considering various sources of variability for four transistors-and two magnetic tunnel junctions (MTJs)-based TCAM array.
引用
收藏
页码:506 / 513
页数:8
相关论文
共 46 条
[1]   Temperature dependence of the voltage-controlled perpendicular anisotropy in nanoscale MgO|CoFeB|Ta magnetic tunnel junctions [J].
Alzate, Juan G. ;
Amiri, Pedram Khalili ;
Yu, Guoqiang ;
Upadhyaya, Pramey ;
Katine, Jordan A. ;
Langer, Juergen ;
Ocker, Berthold ;
Krivorotov, Ilya N. ;
Wang, Kang L. .
APPLIED PHYSICS LETTERS, 2014, 104 (11)
[2]   Theory of spin Hall magnetoresistance [J].
Chen, Yan-Ting ;
Takahashi, Saburo ;
Nakayama, Hiroyasu ;
Althammer, Matthias ;
Goennenwein, Sebastian T. B. ;
Saitoh, Eiji ;
Bauer, Gerrit E. W. .
PHYSICAL REVIEW B, 2013, 87 (14)
[3]   SOT-MRAM based Analog in-Memory Computing for DNN inference [J].
Doevenspeck, J. ;
Garello, K. ;
Verhoef, B. ;
Degraeve, R. ;
Van Beek, S. ;
Crotti, D. ;
Yasin, F. ;
Couet, S. ;
Jayakumar, G. ;
Papistas, I. A. ;
Debacker, P. ;
Lauwereins, R. ;
Dehaene, W. ;
Kar, G. S. ;
Cosemans, S. ;
Mallik, A. ;
Verkest, D. .
2020 IEEE SYMPOSIUM ON VLSI TECHNOLOGY, 2020,
[4]  
Donahue M. J., OOMMF USERS GUIDE VE
[5]   Electric-field effects on thickness dependent magnetic anisotropy of sputtered MgO/Co40Fe40B20/Ta structures [J].
Endo, M. ;
Kanai, S. ;
Ikeda, S. ;
Matsukura, F. ;
Ohno, H. .
APPLIED PHYSICS LETTERS, 2010, 96 (21)
[6]   Recent progresses in STT-MRAM and SOT-MRAM for next generation MRAM [J].
Endoh, Tetsuo ;
Honjo, Hiroaki ;
Nishioka, Koichi ;
Ikeda, Shoji .
2020 IEEE SYMPOSIUM ON VLSI TECHNOLOGY, 2020,
[7]  
Garello K, 2019, SYMP VLSI CIRCUITS, pT194
[8]  
Garello K, 2018, SYMP VLSI CIRCUITS, P81, DOI 10.1109/VLSIC.2018.8502269
[9]  
Giles MD, 2015, S VLSI TECH
[10]  
Ikeda S, 2010, NAT MATER, V9, P721, DOI [10.1038/nmat2804, 10.1038/NMAT2804]