Publications

Authored Works

2024

  1. ASP-DAC
    OSA-HCIM: On-The-Fly Saliency-Aware Hybrid SRAM CIM with Dynamic Precision Configuration
    Yung-Chin Chen, Shimpei Ando, Daichi Fujiki, Shinya Takamaeda-Yamazaki, and Kentaro Yoshioka
    In Asia and South Pacific Design Automation Conference (ASP-DAC), 2024
    PDF
  2. ICCAD
    PACiM: A Sparsity-Centric Hybrid Compute-in-Memory Architecture via Probabilistic Approximation
    Wenlun Zhang, Shimpei Ando, Yung-Chin Chen, Satomi Miyagi, Shinya Takamaeda-Yamazaki, and Kentaro Yoshioka
    In International Conference on Computer-Aided Design (ICCAD), 2024
    PDF
  3. arXiv
    HALO-CAT: A Hidden Network Processor with Activation-Localized CIM Architecture and Layer-Penetrative Tiling
    Yung-Chin Chen, Shimpei Ando, Daichi Fujiki, Shinya Takamaeda-Yamazaki, and Kentaro Yoshioka
    In arXiv, 2024
    PDF
  4. SSDM
    A Saliency-Aware Analog Computing-In-Memory Macro with SAR-Embedded Saliency Detection Technique
    Shimpei Ando, Yung-Chin Chen, Satomi Miyagi, Wenlun Zhang, and Kentaro Yoshioka
    In International Conference on Solid State Devices and Materials (SSDM), 2024
    PDF
  5. SSDM
    (Invited) Towards Efficient and Precise Analog Compute-in-Memory Circuits
    Kentaro Yoshioka, Shimpei Ando, Satomi Miyagi, Yung-Chin Chen, and Wenlun Zhang
    In International Conference on Solid State Devices and Materials (SSDM), 2024
    PDF
  6. JJAP
    A Review of SRAM-based Compute-in-Memory Circuits
    Kentaro Yoshioka, Shimpei Ando, Satomi Miyagi, Yung-Chin Chen, and Wenlun Zhang
    In Japanese Journal of Applied Physics (JJAP), 2024
    PDF
  7. Under Review
    ASiM: Improving Transparency of SRAM-based Analog Compute-in-Memory Research with an Open-Source Simulation Framework
    Wenlun Zhang, Shimpei Ando, Yung-Chin Chen, and Kentaro Yoshioka
    In Under Review, 2024
    PDF
  8. JJAP
    A Saliency-Aware Analog Computing In-Memory with SAR-Embedded Detection Achieving 18.5% Power Reduction
    Shimpei Ando, Yung-Chin Chen, Satomi Miyagi, Wenlun Zhang, and Kentaro Yoshioka
    In Japanese Journal of Applied Physics (JJAP) (To appear), 2024

Mentioned Works

2024

  1. JSSC
    A 818–4094 TOPS/W Capacitor-Reconfigured Analog CIM for Unified Acceleration of CNNs and Transformers
    Kentaro Yoshioka
    In IEEE Journal of Solid-State Circuits (JSSC), 2024
    PDF