Jie Liu , Pingfan Ning , Delin Zhang , Pingjuan Niu , Yong Jiang
{"title":"提出了一种实现16个布尔逻辑运算的自旋轨道转矩MRAM阵列多比特单元方案","authors":"Jie Liu , Pingfan Ning , Delin Zhang , Pingjuan Niu , Yong Jiang","doi":"10.1016/j.mejo.2025.106711","DOIUrl":null,"url":null,"abstract":"<div><div>Magnetic random access memory (MRAM) is a promising applicant for universal memory in the post-Moore age, due to its beneficial characteristics in terms of energy efficiency, integration, and endurance. Spin-orbit torque (SOT) MRAM for logic-in-memory (LIM) is a highly anticipated method for processing-in-memory (PIM) to address the von Neumann bottleneck. We present a flexible SOT-MRAM array cell scheme capable of storing multiple bits and executing 16 complete Boolean logic operations. Two magnetic tunnel junctions (MTJs) utilizing SOT and voltage-controlled magnetic anisotropy (VCMA) effects, combined with three transistors, form a 3T2M cell capable of four resistance states (2-bit) for data storage, necessitating a minimum average power consumption of 2.483 fJ/bit for writing. The two operational steps of all-electrical modulation, comprising the write and logic operations, are adequate to execute the 16 Boolean logics in situ. These findings may provide a basis for the development of adaptable and programmable LIM techniques for reconfigurable digital PIM architectures.</div></div>","PeriodicalId":49818,"journal":{"name":"Microelectronics Journal","volume":"161 ","pages":"Article 106711"},"PeriodicalIF":1.9000,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Proposal of a multi-bit cell scheme for spin-orbit torque MRAM array to implement 16 Boolean logic operations\",\"authors\":\"Jie Liu , Pingfan Ning , Delin Zhang , Pingjuan Niu , Yong Jiang\",\"doi\":\"10.1016/j.mejo.2025.106711\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Magnetic random access memory (MRAM) is a promising applicant for universal memory in the post-Moore age, due to its beneficial characteristics in terms of energy efficiency, integration, and endurance. Spin-orbit torque (SOT) MRAM for logic-in-memory (LIM) is a highly anticipated method for processing-in-memory (PIM) to address the von Neumann bottleneck. We present a flexible SOT-MRAM array cell scheme capable of storing multiple bits and executing 16 complete Boolean logic operations. Two magnetic tunnel junctions (MTJs) utilizing SOT and voltage-controlled magnetic anisotropy (VCMA) effects, combined with three transistors, form a 3T2M cell capable of four resistance states (2-bit) for data storage, necessitating a minimum average power consumption of 2.483 fJ/bit for writing. The two operational steps of all-electrical modulation, comprising the write and logic operations, are adequate to execute the 16 Boolean logics in situ. These findings may provide a basis for the development of adaptable and programmable LIM techniques for reconfigurable digital PIM architectures.</div></div>\",\"PeriodicalId\":49818,\"journal\":{\"name\":\"Microelectronics Journal\",\"volume\":\"161 \",\"pages\":\"Article 106711\"},\"PeriodicalIF\":1.9000,\"publicationDate\":\"2025-04-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Microelectronics Journal\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1879239125001602\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Microelectronics Journal","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1879239125001602","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
Proposal of a multi-bit cell scheme for spin-orbit torque MRAM array to implement 16 Boolean logic operations
Magnetic random access memory (MRAM) is a promising applicant for universal memory in the post-Moore age, due to its beneficial characteristics in terms of energy efficiency, integration, and endurance. Spin-orbit torque (SOT) MRAM for logic-in-memory (LIM) is a highly anticipated method for processing-in-memory (PIM) to address the von Neumann bottleneck. We present a flexible SOT-MRAM array cell scheme capable of storing multiple bits and executing 16 complete Boolean logic operations. Two magnetic tunnel junctions (MTJs) utilizing SOT and voltage-controlled magnetic anisotropy (VCMA) effects, combined with three transistors, form a 3T2M cell capable of four resistance states (2-bit) for data storage, necessitating a minimum average power consumption of 2.483 fJ/bit for writing. The two operational steps of all-electrical modulation, comprising the write and logic operations, are adequate to execute the 16 Boolean logics in situ. These findings may provide a basis for the development of adaptable and programmable LIM techniques for reconfigurable digital PIM architectures.
期刊介绍:
Published since 1969, the Microelectronics Journal is an international forum for the dissemination of research and applications of microelectronic systems, circuits, and emerging technologies. Papers published in the Microelectronics Journal have undergone peer review to ensure originality, relevance, and timeliness. The journal thus provides a worldwide, regular, and comprehensive update on microelectronic circuits and systems.
The Microelectronics Journal invites papers describing significant research and applications in all of the areas listed below. Comprehensive review/survey papers covering recent developments will also be considered. The Microelectronics Journal covers circuits and systems. This topic includes but is not limited to: Analog, digital, mixed, and RF circuits and related design methodologies; Logic, architectural, and system level synthesis; Testing, design for testability, built-in self-test; Area, power, and thermal analysis and design; Mixed-domain simulation and design; Embedded systems; Non-von Neumann computing and related technologies and circuits; Design and test of high complexity systems integration; SoC, NoC, SIP, and NIP design and test; 3-D integration design and analysis; Emerging device technologies and circuits, such as FinFETs, SETs, spintronics, SFQ, MTJ, etc.
Application aspects such as signal and image processing including circuits for cryptography, sensors, and actuators including sensor networks, reliability and quality issues, and economic models are also welcome.