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SHF:Small: Collaborative Research: Exploring 3-Dimensional Integration Strategies of STTRAM

SHF:Small: Collaborative Research: Exploring 3-Dimensional Integration Strategies of STTRAM
SHF:Small:协作研究:探索 STTRAM 的 3 维集成策略
批准号:
1718428
负责人:
Rashmi Jha
金额:
$22.5万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-08-01 至 2022-07-31

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中文摘要
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英文摘要
The development of high-density memory is fueled by recent advancements in several critical areas ranging from big data analytics, Internet-of-Things (IoT), wearable electronics, smart phones, assistive devices, cybersecurity to weather tracking systems. Currently available conventional memory technologies face serious challenges in addressing these needs due to increased energy consumption, scalability limitations, and limited bandwidth. The objective of this proposal is to develop novel memory devices by enabling 3D integration of spin-torque transfer RAM devices (STTRAM) with appropriate selector diodes (SD). These types of memory devices will be massively scalable, energy-efficient, and fast which will open tremendous opportunities to integrate them in existing memory architectures to enable various futuristic applications. The project will integrate education by incorporating research outcomes in PI's academic courses. Industrial feedback will be sought via collaborations. Under-represented groups will be involved in science and engineering through several outreach programs at Penn State University (PSU) and University of Cincinnati (UC) such as Summer Research Opportunities Program (SROP) at PSU, and Emerging Ethnic Engineers (E3) program at UC which provides opportunities to the high-school students from the inner-city schools with economically challenged background to participate in internships and lab-experience activities. Undergraduate students will be involved in research via Research Experiences for Undergraduates (REU) program at both the universities. Dissemination of results will be accomplished by publications in high-impact scientific journals, conference presentations, and YouTube lecture videos. The intellectual merit of the project is in understanding the integration compatibility of STTRAM devices with SD and developing highly scalable 3D crossbar arrays of memory technologies based on integrated STTRAM and SD. The objectives will be achieved by executing the following specific aims: (i) modeling and simulation of STTRAM-SD arrays, (ii) resilience analysis and optimization studies to minimize the impact of device-level variabilities on performance metrics, (iii) optimization of STTRAM-SD architectures for high-performance computing and IoT, (iv) designing, fabrication, testing, and modeling of novel SD devices based on energy band-engineered and doping-engineered transition metal oxide and electrode stacks, (v) designing and fabrication of small-size STTRAM-SD arrays, electrical testing and modeling to benchmark simulations and experimental results. It is anticipated that the successful completion of this project will lead to a fundamental understanding of the compatibility of STTRAM with SD and provide a platform-technology to develop high-density memories which will have transformative impact on commercializing and advancing the futuristic applications.
期刊论文(10)
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会议论文
DOI: 10.1145/3461667
发表时间: 2021-12
期刊: ACM Journal on Emerging Technologies in Computing Systems (JETC)
影响因子: --
作者: [Alexander Jones;Aaron Ruen;R. Jha]
通讯作者: Alexander Jones;Aaron Ruen;R. Jha
A Compact Gated-Synapse Model for Neuromorphic Circuits
神经形态电路的紧凑门控突触模型
DOI: 10.1109/tcad.2020.3028534
发表时间: 2021
期刊: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
影响因子: 2.9
作者: [Jones, Alexander, Jha, Rashmi]
通讯作者: Jha, Rashmi
DOI: 10.1016/j.neucom.2019.09.098
发表时间: 2020-03
期刊: Neurocomputing
影响因子: 6
作者: [Alexander Jones;A. Rush;Cory E. Merkel;Eric Herrmann;A. Jacob;Clare D. Thiem;R. Jha]
通讯作者: Alexander Jones;A. Rush;Cory E. Merkel;Eric Herrmann;A. Jacob;Clare D. Thiem;R. Jha
DOI: 10.1109/paine56030.2022.10014765
发表时间: 2022-10
期刊: 2022 IEEE Physical Assurance and Inspection of Electronics (PAINE)
影响因子: --
作者: [N. Haehn;Bayley King;R. Jha;T. Kebede;David Kapp]
通讯作者: N. Haehn;Bayley King;R. Jha;T. Kebede;David Kapp
7
    SemiSynBio-III: Novel Memory Devices for High-Density Data Storage and In-Memory Computing Based on Integrated Synthetic DNA-Semiconductors
    Workshop on Devices-to-Systems for In-Memory Computing, being held Virtual at the University of Cincinnati, Cincinnati, Ohio, May 11-12, 2021.
    Gated Synaptic Memory Devices with Adaptive Short-Term States for Neuromorphic Computing
    SaTC: Collaborative: Exploiting Spintronics for Security, Trust and Authentication
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