Mizanur Rahaman Nayan

Nanoelectronics Research Lab. Georgia Tech. GA. USA.

prof_pic.jpg

Pettit Microelectronics Building (C2-60)

791 Atlantic Dr NW

Atlanta, GA 30332

I am a PhD student in the Nanoelectronics Research Lab at Georgia Tech, working under the supervision of Professor Azad J. Naeemi.

My PhD research focuses on addressing memory wall impact in computing systems while serving emerging applications e.g., Modern and Classical AI, Large Scale Search through cross layer design approach. I focus on holistic approach for innovation and integration across technology, circuit, micro architecture and computational modeling for effective and efficient workload executions, enabling memory centric computing unlike conventional computing system.

I am driven by a passion for technological innovation, aiming to develop solutions that not only address current challenges but also lay the groundwork for a more sustainable and intelligent future.

news

Jun 01, 2026 Joining Sk hynix America as an Intern for Summer!
May 05, 2026 Successfully completed the Ph.D. Candidacy Exam.
Mar 31, 2026 Selected as a DAC Young Fellow.
Jun 30, 2025 First authored paper titled, “HyDra: A SOT-CAM based vector symbolic macro for HDC” got accepted in ICCAD 2025!
Jun 23, 2025 Presented Research Poster in DAC 2025.
May 17, 2025 Joining Nissan Advanced Technology Center as ML Hardware Accelerator Research Intern!
Nov 19, 2024 First authored paper, ‘Axon’ has been accepted for DATE’25 to be held at Lyon, France!
Aug 30, 2024 Awarded Center for Research into Novel Compute Hierarchies(CRNCH) Ph.D. Fellowship
Aug 01, 2024 Journal Paper Accepted at Wiley International Journal of Circuit Theory and Applications, Paper Link
Jan 11, 2024 Awarded Silicon Creation Grant for ISSCC’24

selected publications

  1. ICCAD 2025
    HyDra: SOT-CAM Based Vector Symbolic Macro for Hyperdimensional Computing
    Md Mizanur Rahaman Nayan, Che-Kai Liu, Zishen Wan, and 2 more authors
    2025 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 2025
  2. DATE 2025
    Axon: A novel systolic array architecture for improved run time and energy efficient GeMM and Conv operation with on-chip im2col
    Md Mizanur Rahaman Nayan, Ritik Raj, Gouse Basha Shaik, and 2 more authors
    2025 Design, Automation & Test in Europe Conference (DATE), 2025
  3. Wiley IJCTA
    Frequency tunable CMOS ring oscillator-based Ising machine
    Mizanur Rahaman Nayan, and Orchi Hassan
    International Journal of Circuit Theory and Applications, 2024
  4. IEEE ICECE
    A Deep Ensemble Model with an Efficient Feature for Multi-class Arrhythmia Classification Utilizing 12-Lead ECG Signal
    Md. Sultan Mahmud, Md. Mizanur Rahaman Nayan, Samit Hasan, and 1 more author
    In , 2022
  5. IEEE APSIPA ASC
    Parallel Training of TN and ITN Models Through CycleGAN for Improved Sequence to Sequence Learning Performance
    Md. Mizanur Rahaman Nayan, and Mohammad Ariful Haque
    In , 2022
  6. IEEE ICECE
    An IoT Based Real-time Railway Fishplate Monitoring System for Early Warning
    Md. Mizanur Rahaman Nayan, Suaib Al Sufi, Abir Kallayan Abedin, and 2 more authors
    In , 2020