TG-in-DRAM: A Transmission Gate based Full Adder using Multi-row Activation for enhanced Throughput in CIM Architectures

  • Sambhav Sharma*
  • , Garima Choudhary
  • , Neha Gupta
  • , Sunil Rathore
  • , Anand Bulusu
  • , Sudeb Dasgupta
  • *Corresponding author for this work

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Abstract

    The proposed 1TIC DRAM based Compute-inMemory (CIM) architecture resolves Von-Neumann memory-bottleneck issue that degrades energy consumption and performance in processing neural networks. Majority functions in DRAM cells are implemented by simultaneously activating an odd number of rows. In this paper, we present an in memory based 8-Bit full adder based on majority gate logic along with logic gates such as NAND, NOR and XOR. This work makes the first attempt to harness the unique advantages of Transmission Gate (TG) in implementing complex operations beyond the primitive bitwise Boolean operations. Every DRAM cell is replaced by TG which reduces the voltage drop across FET and thus there is a significant amount of improvement in the figure of merits related to energy. This majority-based 8-bit addition using TG offers significant parallelism and throughput capabilities. We verify the resilience of this in-DRAM computing approach to process variations to ensure its robustness against process variations. Energy analysis of the method reveals a 60.93 times enhancement over conventional read operations in a standard DDR3-1333 interface and 2.94 times enhancement over state-of-the-art methods.

    Original languageEnglish
    Title of host publicationAPCCAS and PrimeAsia 2024 - 2024 IEEE 20th Asia Pacific Conference on Circuits and Systems and IEEE Asia Pacific Conference on Postgraduate Research in Microelectronics Electronics, Proceeding
    PublisherInstitute of Electrical and Electronics Engineers Inc.
    Pages524-528
    Number of pages5
    ISBN (Electronic)9798350378771
    DOIs
    Publication statusPublished - 2024
    Event20th IEEE Asia Pacific Conference on Circuits and Systems and IEEE Asia Pacific Conference on Postgraduate Research in Microelectronics Electronics, APCCAS and PrimeAsia 2024 - Taipei, Taiwan, Province of China
    Duration: 07-11-202409-11-2024

    Publication series

    NameAPCCAS and PrimeAsia 2024 - 2024 IEEE 20th Asia Pacific Conference on Circuits and Systems and IEEE Asia Pacific Conference on Postgraduate Research in Microelectronics Electronics, Proceeding

    Conference

    Conference20th IEEE Asia Pacific Conference on Circuits and Systems and IEEE Asia Pacific Conference on Postgraduate Research in Microelectronics Electronics, APCCAS and PrimeAsia 2024
    Country/TerritoryTaiwan, Province of China
    CityTaipei
    Period07-11-2409-11-24

    All Science Journal Classification (ASJC) codes

    • Artificial Intelligence
    • Hardware and Architecture
    • Electrical and Electronic Engineering
    • Safety, Risk, Reliability and Quality
    • Instrumentation

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