Resistive Memory for Computing and Security: Algorithms, Architectures, and Platforms
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arXiv
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| Main Authors: | , , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866917713371201536 |
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| author | Singh, Simranjeet Merchant, Farhad Patkar, Sachin |
| author_facet | Singh, Simranjeet Merchant, Farhad Patkar, Sachin |
| contents | Resistive random-access memory (RRAM) is gaining popularity due to its ability to offer computing within the memory and its non-volatile nature. The unique properties of RRAM, such as binary switching, multi-state switching, and device variations, can be leveraged to design novel techniques and algorithms. This thesis proposes a technique for utilizing RRAM devices in three major directions: i) digital logic implementation, ii) multi-valued computing, and iii) hardware security primitive design. We proposed new algorithms and architectures and conducted \textit{experimental studies} on each implementation. Moreover, we developed the electronic design automation framework and hardware platforms to facilitate these experiments. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2407_03843 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Resistive Memory for Computing and Security: Algorithms, Architectures, and Platforms Singh, Simranjeet Merchant, Farhad Patkar, Sachin Emerging Technologies Resistive random-access memory (RRAM) is gaining popularity due to its ability to offer computing within the memory and its non-volatile nature. The unique properties of RRAM, such as binary switching, multi-state switching, and device variations, can be leveraged to design novel techniques and algorithms. This thesis proposes a technique for utilizing RRAM devices in three major directions: i) digital logic implementation, ii) multi-valued computing, and iii) hardware security primitive design. We proposed new algorithms and architectures and conducted \textit{experimental studies} on each implementation. Moreover, we developed the electronic design automation framework and hardware platforms to facilitate these experiments. |
| title | Resistive Memory for Computing and Security: Algorithms, Architectures, and Platforms |
| topic | Emerging Technologies |
| url | https://arxiv.org/abs/2407.03843 |