All Stories

  1. An Analytical Solution for Transient Electromigration Stress in Multisegment Straight-line Interconnects Based on a Stress-wave Model

    Article • ACM Transactions on Design Automation of Electronic Systems, May 2025, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  2. Invited: Toward an ML EDA Commons: Establishing Standards, Accessibility, and Reproducibility in ML-driven EDA Research

    Article • March 2025, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  3. Towards Designing and Deploying Ising Machines

    Article • March 2025, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  4. Performance Analysis of CNN Inference/Training with Convolution and Non-Convolution Operations on ASIC Accelerators

    Article • ACM Transactions on Design Automation of Electronic Systems, November 2024, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  5. Analyzing the Impact of FinFET Self-Heating on the Performance of RF Power Amplifiers

    Article • October 2024, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  6. Generative Methods in EDA: Innovations in Dataset Generation and EDA Tool Assistants

    Article • October 2024, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  7. IR-Aware ECO Timing Optimization Using Reinforcement Learning

    Article • September 2024, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  8. Hardware Acceleration of Inference on Dynamic GNNs

    Article • August 2024, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  9. On Error Correction for Nonvolatile Processing-In-Memory

    Article • June 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Sachin Sapatnekar

  10. An Open-Source ML-Based Full-Stack Optimization Framework for Machine Learning Accelerators

    Article • ACM Transactions on Design Automation of Electronic Systems, May 2024, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  11. A Machine Learning Approach to Improving Timing Consistency between Global Route and Detailed Route

    Article • ACM Transactions on Design Automation of Electronic Systems, December 2023, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  12. On Endurance of Processing in (Nonvolatile) Memory

    Article • June 2023, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  13. The ALIGN Automated Analog Layout Engine

    Article • March 2023, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  14. Recent Progress in the Analysis of Electromigration and Stress Migration in Large Multisegment Interconnects

    Article • March 2023, ACM (Association for Computing Machinery)

    Olympia Axelou, Sachin Sapatnekar

  15. A Generalized Methodology for Well Island Generation and Well-Tap Insertion in Analog/Mixed-Signal Layouts

    Article • ACM Transactions on Design Automation of Electronic Systems, March 2023, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  16. Performance-driven Wire Sizing for Analog Integrated Circuits

    Article • ACM Transactions on Design Automation of Electronic Systems, December 2022, ACM (Association for Computing Machinery)

    Yaguang Li, Sachin Sapatnekar

  17. Encoder-Decoder Networks for Analyzing Thermal and Power Delivery Networks

    Article • ACM Transactions on Design Automation of Electronic Systems, December 2022, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  18. A Novel Semi-Analytical Approach for Fast Electromigration Stress Analysis in Multi-Segment Interconnects

    Article • October 2022, ACM (Association for Computing Machinery)

    Sachin Sapatnekar, Olympia Axelou

  19. Energy-efficient and Reliable Inference in Nonvolatile Memory under Extreme Operating Conditions

    Article • ACM Transactions on Embedded Computing Systems, September 2022, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  20. Physically Accurate Learning-based Performance Prediction of Hardware-accelerated ML Algorithms

    Article • September 2022, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  21. From Global Route to Detailed Route: ML for Fast and Accurate Wire Parasitics and Timing Prediction

    Article • September 2022, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  22. Analog/Mixed-Signal Layout Optimization using Optimal Well Taps

    Article • April 2022, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  23. Spiking Neural Networks in Spintronic Computational RAM

    Article • ACM Transactions on Architecture and Code Optimization, December 2021, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  24. CAMeleon

    Article • June 2021, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  25. Machine Learning Techniques in Analog Layout Automation

    Article • March 2021, ACM (Association for Computing Machinery)

    Sachin Sapatnekar, Yaguang Li

  26. A customized graph neural network model for guiding analog IC placement

    Article • November 2020, ACM (Association for Computing Machinery)

    Sachin Sapatnekar, Yaguang Li

  27. PIMBALL

    Article • ACM Transactions on Architecture and Code Optimization, December 2019, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  28. Stress-Induced Performance Shifts in 3D DRAMs

    Article • ACM Transactions on Design Automation of Electronic Systems, October 2019, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  29. ALIGN

    Article • June 2019, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  30. True In-memory Computing with the CRAM

    Article • May 2019, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  31. Strain-aware performance evaluation and correction for OTFT-based flexible displays

    Article • November 2018, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  32. Control synthesis and delay sensor deployment for efficient ASV designs

    Article • November 2016, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  33. Optimal design of JPEG hardware under the approximate computing paradigm

    Article • June 2016, ACM (Association for Computing Machinery)

    Sachin Sapatnekar

  34. Joint precision optimization and high level synthesis for approximate computing

    Article • June 2015, ACM (Association for Computing Machinery)

    Sachin Sapatnekar