In-Memory Logic Synthesis Methods based on Read Decoupled 8T and Transpose 11T SRAMs

In-memory computing (IMC) is regarded as the promising computer architecture to break through the von-Neumann bottleneck. Some in-memory logic operations, such as AND/NAND/OR/NOR/XOR, have been proposed to be implemented within SRAM array. However, the studies on the SRAM-based in-memory logic operations still focus on the gate-level. The implementation method of arbitrary logic functions is an open issue till now. In order to address this problem, this paper proposes the general in-memory logic synthesis methods based on the read decoupled 8T SRAM array and the transpose 11T SRAM array. The proposed synthesis methods are applied to some MCNC benchmark circuits. The synthesis results show that the in-memory logic circuit generated by the 8T SRAM array consumes smaller sub-array size, and the in-memory logic circuit generated by the 11T SRAM array consumes less compute cycles.

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Publication Details

Published
2025-05-25
DOI
https://doi.org/10.1109/iscas56072.2025.11043683
Primary Topic
VLSI and Analog Circuit Testing
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article
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article

In-Memory Logic Synthesis Methods based on Read Decoupled 8T and Transpose 11T SRAMs

Feng Wei, Xiaole Cui, Sunrui Zhang
VLSI and Analog Circuit Testing
article

In-Memory Logic Synthesis Methods based on Read Decoupled 8T and Transpose 11T SRAMs

Feng Wei, Xiaole Cui, Sunrui Zhang
article en

Abstract

In-memory computing (IMC) is regarded as the promising computer architecture to break through the von-Neumann bottleneck. Some in-memory logic operations, such as AND/NAND/OR/NOR/XOR, have been proposed to be implemented within SRAM array. However, the studies on the SRAM-based in-memory logic operations still focus on the gate-level. The implementation method of arbitrary logic functions is an open issue till now. In order to address this problem, this paper proposes the general in-memory logic synthesis methods based on the read decoupled 8T SRAM array and the transpose 11T SRAM array. The proposed synthesis methods are applied to some MCNC benchmark circuits. The synthesis results show that the in-memory logic circuit generated by the 8T SRAM array consumes smaller sub-array size, and the in-memory logic circuit generated by the 11T SRAM array consumes less compute cycles.

Peking University (CN)
Affordable and clean energy
Openalex Percentile: Top 85%
VLSI and Analog Circuit Testing
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In-Memory Logic Synthesis Methods based on Read Decoupled 8T and Transpose 11T SRAMs — Feng Wei, Xiaole Cui, et al. · (2025) | TGRS Research Map | TGRS