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Video s3
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    Presenter(s)
    Neha Gupta Headshot
    Display Name
    Neha Gupta
    Affiliation
    Affiliation
    Indian Institute of Technology Roorkee
    Country
    Author(s)
    Display Name
    Neha Gupta
    Affiliation
    Affiliation
    Indian Institute of Technology Roorkee
    Display Name
    Ashish Joshi
    Affiliation
    Affiliation
    Intel Technology India Pvt. Ltd.
    Display Name
    Dinesh Kushwaha
    Affiliation
    Affiliation
    Indian Institute of Technology Roorkee
    Display Name
    Vinod Menezes
    Affiliation
    Affiliation
    Texas Instruments
    Display Name
    Rashmi Sachan
    Affiliation
    Affiliation
    Texas Instruments
    Display Name
    Sudeb Dasgupta
    Affiliation
    Affiliation
    Indian Institute of Technology Roorkee
    Display Name
    Anand Bulusu
    Affiliation
    Affiliation
    Indian Institute of Technology Roorkee
    Abstract

    This paper presents a switched capacitor-based 3C multiplier for multibit (4-b) multiplication and accumulation (MAC) operation in analog compute-in-memory (CIM) archictecture. The proposed multiplier works on the principle of sequential charge sharing between three capacitors. The proposed 3C multiplier has better area efficiency than state-of-the-art because it is independent from the input bit precision and for N-bit MAC operation, it requires only three capacitors. The proposed multibit MAC scheme achieves 1.12× improvement in Figure-of-Merit (FoM) for 4-b MAC operation than existing best state-of-the-art. The functionality of proposed MAC scheme is validated using post layout simulations in 65nm TSMC PDK.

    Slides
    • A Multibit Mac Scheme Using Switched Capacitor Based 3C Multiplier for Analog Compute In-Memory Architecture (application/pdf)