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Iraj Moghaddasi

ORCID: https://orcid.org/0009-0007-7934-5720.

Education

University Of Tehran (UT) | Tehran, Iran                                                                                                 Sep 201

Ph.D. Computer Engineering - Computer System Architecture,                                                              GPA: 3.4 

Dissertation: Instruction-level Aging Assessment for Lifetime Improvement of Multicore Embedded Processor.

Iran University of Science and Technology (IUST) | Tehran, Iran                                                                May 2003

M.S. Computer Engineering - Computer System Architecture                                                                             GPA: 3.6/4.0

Dissertation: Design and Implementation of DSP-Based Stereo Vision System.

Shahid Beheshti University (SBU) | Tehran, Iran                                                                                     Sep 2000

B.S. Computer Engineering                                                                                                                          GPA: 3.5/4.0

Research and Teaching Experiences

Qom University of Technology (QUT) | Qom, Iran                                                                                     2025 – Now

Faculty Member

Chungnam National University (CNU) | Daejeon, South Korea                                                              2023 – 2025

Postdoctoral Researcher

Chosun University | Gwangju, South Korea                                                                                            2022 – 2023

Postdoctoral Researcher

Galamchi Technology Research Institute | Tehran, Iran                                                                                   2020 – 2021

R&D Team Leader

Iran Telecommunication Research Center| Tehran, Iran                                                                                   2018 – 2020

Research Associate

Doran Communication Company | Tehran, Iran                                                                                      2010 – 2017

R&D Manager

Shahid Madani National University | Tabriz, Iran                                                                                     2007 – 2009

Faculty Member

SELECTED PUBLICATIONS

·        I Moghaddasi, BG Nam, “HRSA: A Hybrid Residue Number System-based Systolic Array for Transformer Acceleration on Edge”, (Under Review).

·        I Moghaddasi, BG Nam, “A Fully Serial and Mixed-Precision Systolic Array for Vision Transformer Acceleration on Edge", Accepted iIEEE Access, vol. 13, pp. 118490-118503, 2025, doi: 10.1109/ACCESS.2025.3584356.

·        I Moghaddasi, BG Nam, "Redundant Number-based NBTI Stress Reduction for Lifetime Reliability Enhancement of Neural Processing Engines,” in Journal of Semiconductor Technology and Science, October 2024, doi: 10.5573/JSTS.2024.24.5.491.

·        I. Moghaddasi, G. Jaberipur, D. Javaheri, and BG. Nam, "RNPE: An MSDF and Redundant Number System-Based DNN Accelerator Engine,” in IEEE Access, vol. 12, pp. 96552-96564, 2024, doi: 10.1109/ACCESS.2024.3426625.

·        Moghaddasi I, Nam B-G. Enhancing Computation-Efficiency of Deep Neural Network Processing on Edge Devices through Serial/Parallel Systolic Computing. Machine Learning and Knowledge Extraction. 2024; 6(3):1484-1493.

·        I. Moghaddasi, S. Gorgin, and J. -A. Lee, "Dependable DNN Accelerator for Safety-Critical Systems: A Review on the Aging Perspective," in IEEE Access, vol. 11, pp. 89803-89834, 2023, doi: 10.1109/ACCESS.2023.3300376.

·        I Moghaddasi, Salehi, M. E. & Kargahi, M. " Aging-aware Instruction-level Statistical Dynamic Timing Analysis for Embedded Processors," in IEEE Transactions on Very Large-Scale Integration (VLSI) Systems, vol. 28, no. 2, pp. 433-442, Feb. 2020, doi: 10.1109/TVLSI.2019.2947757.

·        I Moghaddasi, Fouman, A., Salehi, M. E. & Kargahi, M. " Instruction-level NBTI Stress Estimation and its Application in Runtime Aging Prediction for Embedded Processors," in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 38, no. 8, pp. 1427-1437, Aug. 2019, doi: 10.1109/TCAD.2018.2846629.

Funded RESEARCH PROJECTS

·        Hybrid RNS Systolic Array Architecture for Vision Transformer Acceleration on Edge, grant funded by the Electronics and Telecommunications Research Institute (ETRI) of the Korean government (No. 25ZH953)                                      2025

·        Fully Serial Systolic Array Architecture for Vision Transformer Acceleration on Edge, grant funded by the Electronics and Telecommunications Research Institute (ETRI) of the Korean government (No. 24ZH1230)                                    2024

·        National security standard for video surveillance systems, National Standard Organization of Iran, Iran                         2021

·        Design and Implementation of 10Gbps Ethernet Switch, Denial Moj Company, Iran                                                       2020

·        FPGA-based Implementation of 10 Gbps SDN Switch, Iran Telecommunication Research Center, Iran             2019 - 2020

·        Image Processing-based Traffic Surveillance System, Road Ministry, Iran                                                                   2012 - 2013

Patents

·        I Moghaddasi, BG Nam, “Redundant Number System-based Neural Processing Engine”, Korea patent,                   2024.

RESEARCH INTERESTS

·        Hardware Modeling & Architectural Exploration of AI SoCs

·        Computation-efficient and Real-time DNN Accelerators

·        Resilient Embedded Systems for Safety-Critical Discipline

·        Efficient VLSI and FPGA-Based Implementation of Intelligent Systems

·        Computer Arithmetic and Approximate Computing

·        Image Processing and Digital Signal Processing

·        SoC design for Software Defined Networking

TEACHING EXPERIENCE

·        Advanced Computer Architecture (Postgraduate)

·        Computer-Aided Design of Digital Systems (Undergraduate)

·        Computer Networks (Undergraduate)

·        Operating Systems (Undergraduate)

·        VLSI Design (Undergraduate)

·        Data Structures and Algorithm Design (Undergraduate)

·        Advanced Programming (Undergraduate)

PROFESSIONAL SKILLS and EXPERIENCE

·        Programming C++, C#, Python, Matlab

·        HDLs Programming (VHDL and Verilog)

·        Hardware Design with ASIC and FPGA

·        Software/Hardware Image/Signal Processing System Design and Implementation

·        Wired and Wireless Network Design, Implementation, Configuration, and Administration

·        Cisco Switch, Router, and Access Server Configuration

·        Database Design and Implementation with Microsoft SQL Server

HONOURS AND AWARDS

·        Honor with Distinction, National Competition in Physics and Mathematics, Iran,                                                                        1996

·        Honorary Diploma in Iran Olympia Examination in Mathematics, Iran,                                                                                              1996

·        Graduated with Honors, Hardware Engineering Graduate, Shahid Beheshti University, Tehran, Iran,                                                 2000

·        Graduated with Honors, Computer Architecture Graduate, IUST University, Tehran, Iran,                                                          2002

·        Gold Medal, Honor with Distinction, presented paper at Iran International Conference on Mechatronics, Tehran, Iran,               2004

LANGUAGE SKILLS

·        Native in Persian and Turkish,

·        Fluent in English,

·        Familiar with Arabic.

OTHER SKILLS

·        Excellent time management and leadership skills

·        Excellent interpersonal communication and writing skills

·        Excellent critical thinking and risk-taking skills

·        Equipped with an analytical mind and a strong desire to pursue knowledge

·        Self-motivated and able to work with minimal supervision

Selected ENGINEERING PROJECTS

·        Design and Implementation of Electronic Protection Systems and Video Surveillance Systems for Fiber Optic Stations, Telecommunications Infrastructure Company (Ministry of ICT), Iran,                                     2017-2018

·        Design and Implementation of Electronic Protection Systems for Water Dam Facilities, Water Resources Management Company (Ministry of Energy), Iran,                                                                                          2015-2018

·        Implementation of the data center, structured computer network, and video surveillance system for the branch management building, Bank Melli Iran, Iran,                                                                                           2016-2018

·        Design and Implementation of Protection Systems, Iran Telecommunication Company,                                 2016

·        Design and Deployment of Electronic Protection Systems, Ministry of Industries and Mines, Iran,                                 2014