用于内存中计算应用的读去耦8T SRAM阵列中精确表征单元输出电流的测试电路设计

Hao-Chiao Hong, Long-Yi Lin, Bo-Chang Chen
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引用次数: 1

摘要

内存计算(CIM)是一种很有前途的技术,它可以在神经网络(nn)中高效地进行大量的乘法累加(MAC)计算。读去耦8T (RD8T) SRAM单元因其无读干扰而在CIM设计中得到广泛应用。然而,本地流程变化可能会导致CIM结果出现重大错误。本文提出了一种精确的片上测试电路设计,用于表征90nm CMOS制造的8 kb RD8T SRAM阵列中每个RD8T SRAM单元的输出电流。实验结果显示了RD8T单元的详细、准确的空间分布,有助于优化CIM电路设计。
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Test Circuit Design for Accurately Characterizing Cells’ Output Currents in a Read-Decoupled 8T SRAM Array for Computing-in-Memory Applications
Computing-in-memory (CIM) is a promising technique for energy-efficiently conducting the massive amount of required multiply-and-accumulate (MAC) calculations in neural networks (NNs). The read-decoupled 8T (RD8T) SRAM cell is popular in the CIM designs because of being read disturbance free. However, local process variations may lead significant errors to the CIM results. This work proposes an accurate on-chip test circuit design for characterizing the output current of every RD8T SRAM cell in a 8-kb RD8T SRAM array fabricated in 90nm CMOS. The experimental results show the detailed and accurate spatial distribution of the RD8T cells which helps optimize the CIM circuit design.
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