Publications

The publications can also be found through Google Scholar.

Recent Publications

  1. J Modasiya, V Kamineni, M Rashed, M. Liehr, SK Jha, R Ewetz, and N Cady, “On the Design and Fabrication of PATH-based In-Memory Computing Multipliers," in 34th IEEE Microelectronics Design and Test Symposium (MDTS), 2025
  2. M Rashed, S. Thijssen, SK Jha, and R Ewetz, “LOGIC: Logic Synthesis for Digital In-Memory Computing," in ACM Transactions on Design Automation of Electronic Systems (TODAES), 2025
  3. S. Thijssen, M Rashed, M. Ahmed, S. Singireddy, SK Jha, and R Ewetz, “Equivalence Checking for Flow-Based Computing using Iterative SAT Solving," in 43rd International Conference On Computer Aided Design (ICCAD), 2024
  4. M Rashed, S. Thijssen, D. Simon, SK Jha, and R Ewetz, “Execution Sequence Optimization for Processing In-Memory using Parallel Data Preparation," in 61st Design Automation Conference (DAC), 2024
  5. S. Thijssen, M Rashed, SK Jha, and R Ewetz, “Synthesis of Compact Flow-based Computing Circuits from Boolean Expressions," in 61st Design Automation Conference (DAC), 2024
  6. S. Thijssen, M Rashed, SK Jha, H Zheng, and R Ewetz, “Towards Area-Efficient Path-Based In-Memory Computing using Graph Isomorphisms," in 29th Asia and South Pacific Design Automation Conference (ASP-DAC), 2024
  7. S. Thijssen, M Rashed, SK Jha, and R Ewetz, “READ-based In-Memory Computing using Sentential Decision Diagrams," in 29th Asia and South Pacific Design Automation Conference (ASP-DAC), 2024
  8. SK Jha, S. Jha, M Rashed, R. Ewetz, and A. Velasquez “Automated Synthesis of Hardware Designs using Symbolic Feedback and Grammar Constrained Decoding in Large Language Models," in IEEE National Aerospace and Electronics Conference (NAECON), 2024
  9. M Rashed, S. Thijssen, F Yao, SK Jha, and R Ewetz, “STREAM: Towards READ-based In-Memory Computing for Streaming Based Processing for Data-Intensive Applications," in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2023
  10. M Rashed, S. Thijssen, SK Jha, and R Ewetz, “Automated Synthesis for In-Memory Computing," in 42nd International Conference On Computer Aided Design (ICCAD), 2023
  11. S. Thijssen, S. Singireddy, M Rashed, SK Jha, and R Ewetz, “Verification of Flow-Based Computing Systems using Bounded Model Checking," in 42nd International Conference On Computer Aided Design (ICCAD), 2023
  12. M Rashed, S. Thijssen, SK Jha, H Zheng, and R Ewetz, “Path-based Processing using In-Memory Systolic Arrays for Accelerating Data-Intensive Applications," in 42nd International Conference On Computer Aided Design (ICCAD), 2023
  13. S. Singireddy, M Rashed, S. Thijssen, R Ewetz, and SK Jha, “Input-Aware Flow-Based In-Memory Computing," in 41st International Conference on Computer Design (ICCD), 2023
  14. S. Thijssen, M Rashed, SK Jha, and R Ewetz, “UpTime: Towards Flow-based In-Memory Computing with High Fault-Tolerance," in 60th Design Automation Conference (DAC), 2023
  15. M Rashed, SK Jha, and R Ewetz, “Discovering the In-Memory Kernels of 3D Dot-Product Engines," in 28th Asia and South Pacific Design Automation Conference (ASP-DAC), 2023
  16. S. Thijssen, M Rashed, SK Jha, and R Ewetz, “PATH: Evaluation of Boolean Logic using Path-based In-Memory Computing Systems," in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2023
  17. M Rashed, SK Jha, and R Ewetz, “Logic Synthesis for Digital In-Memory Computing," in 41st International Conference On Computer Aided Design (ICCAD), 2022 (Best Paper Candidate)
  18. M Rashed, A Awad, SK Jha, and R Ewetz, “Towards Resilient Analog In-Memory Deep Learning via Data Layout Re-Organization," in 59th Design Automation Conference (DAC), 2022 (Selected as a Publicity Paper)
  19. M Rashed, SK Jha, F Yao and R Ewetz, “Hybrid Digital-Digital In-Memory Computing," in 25th Design Automation and Test in Europe Conference (DATE), 2022
  20. M Rashed, S. Thijssen, F Yao, SK Jha, and R Ewetz, “STREAM: Towards READ-based In-Memory Computing for Streaming based Data Processing," in 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 2022
  21. M Rashed, SK Jha, and R Ewetz, “Hybrid Anlog-Digital In-Memory Computing," in 40th International Conference On Computer Aided Design (ICCAD), 2021
  22. M Chowdhuryy, M Rashed, A Awad, R Ewetz, and F Yao, “LADDER: Architecting Content and Location-aware Writes for Crossbar Resistive Memories," in 54th International Symposium on Microarchitecture (MICRO), 2021