Mehdi Modarressi

Mehdi Modarressi

Academic Rank : Associate Professor
  • PC member of the Euromicro Parallel, Distributed, and Network-Based Processing (PDP)
  • TPC member of Euromicro digital system design conference
  • TPC member of Euromicro parallel and distributed processing conference
College of Engineering / School of Electrical and Computer Engineering
Computer Architecture
Contact Number : 82089756
Room : 2-510
Scopus
  • 866 Citations
  • 16 h-Index
as of : 2025-05-29
Google Scholar
  • 1397 Citations
  • 20 h-Index
as of : 2025-05-12

Scholarly Works
20102024

  • 866Citations
  • 16 h-Index
  • 26 Article
  • 38 Conference
  • 8 Book
2024

1. MLBERT: Multi-Level Fully Binarized BERT

Mohammadi nasab Mahdi, Fakhire Mahbube, Ersali Mostafa, Modarressi Mehdi (2024)., 1st International Conference on Innovative Engineering Sciences and Technological Research (ICIESTR), 14-15 May, Muscat, Oman.
2023

1. Smart Memory: Deep Learning Acceleration In 3D-Stacked Memories

Seyedaghaei Rezaei S. Hossein, Zilouchian Moghaddam Parham, Modarressi Mehdi (2023)., IEEE Computer Architecture Letters, early access(early access), 1-4.

2. NCOD: Near-Optimum Video Compression for Object Detection

Elahi Ardavan, Falahati Ali, Pakdaman Farhad, Modarressi Mehdi, Gabbouj Moncef (2023)., 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 21-25 May, monterey, United States Of America (USA).

3. NeuroPIM: Felxible Neural Accelerator for Processing-in-Memory Architectures

Monavari Bidgoli Ali, fattahi kotilateh spideh, Seyedaghaei Rezaei S. Hossein, Modarressi Mehdi, masoud daneshtalab (2023)., 2023 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), 3-5 May, Tallinn, Estonia.
2022

1. Reconfigurable Network-on-Chip based Convolutional Neural Network Accelerator

Firuzan Arash, Modarressi Mehdi, reshadi media, Ahmad Khademzadeh (2022)., JOURNAL OF SYSTEMS ARCHITECTURE, 129(1), 102567.

2. Energy-efficient acceleration of convolutional neural networks using computation reuse

Ghanbari Azam, Modarressi Mehdi (2022)., JOURNAL OF SYSTEMS ARCHITECTURE, 126(1), 102490.

3. Power-Efficient Network-on-Chips: Design and Evaluation

Modarressi Mehdi, SeyyedAghaei Rezaei Seyyed Hossein (2022).

4. Power-Efficient Network-on-Chips: Design and Evaluation

Sadrosadati Mohammad, Mirhosseini Amirhossein, akbarzadeh negar, Modarressi Mehdi, Sarbazi-azad Hamid (2022).

5. Multi-Precision Deep Neural Network Acceleration on FPGAs

Neda Negar, Ullah Salim, Mahdiani Hoda, Ghanbari Azam, Modarressi Mehdi, Kumar Akash (2022)., 2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 17-20 January, Taipei, Taiwan.
2021

1. Efficient photodetector placement for daylight-responsive smart indoor lighting control systems

Seyedolhosseini Atefesadat, Modarressi Mehdi, Masoumi Nasser, Karimiyan Noshin (2021)., JOURNAL OF BUILDING ENGINEERING, 42(103031), 103013.

2. Network-on-ReRAM for Scalable Processing-in-Memory Architecture Design

Dabiri Bita, Modarressi Mehdi, Masoud Daneshtalab (2021)., 2021 24th Euromicro Conference on Digital System Design (DSD), 1-3 September.

3. RoCo-NAS: Robust and Compact Neural Architecture Search

Geraeinejad Vahid, Sinaeei Sima, Modarressi Mehdi, Masoud Daneshtalab (2021)., 2021 International Joint Conference on Neural Networks (IJCNN), 18-22 July.
2020

1. Hardware Architectures for Deep Learning

Mahdiani Hoda, Khadem Alireza, Yasoubi Ali, Ghanbari Azam, Modarressi Mehdi, m daneshtalab (2020).

2. Hardware Architectures for Deep Learning

Hojabr reza, Khonsari Ahmad, Modarressi Mehdi, Daneshtalab Masoud (2020).

3. Hardware Architectures for Deep Learning- Ch1

masoud daneshtalab, Modarressi Mehdi (2020).

4. Daylight adaptive smart indoor lighting control method using artificial neural networks

Seyedolhosseini Atefesadat, Masoumi Nasser, Modarressi Mehdi, Karimiyan Noshin (2020)., JOURNAL OF BUILDING ENGINEERING, 29(ISSN: 2352-7102 101141), 101141.

5. NoM: Network-on-Memory for Inter-Bank Data Transfer in Highly-Banked Memories

SeyyedAghaei Rezaei Seyyed Hossein, Modarressi Mehdi, Ausavarungnirun Rachata, Mutlu Onur, Sadrosadati Mohammad, Masoud Daneshtalab (2020)., IEEE Computer Architecture Letters, 19(1), 80-83.

6. ΔNN: Power-efficient Neural Network Acceleration using Differential Weights

Mahdiani Hoda, Khadem Alireza, Ghanbari Azam, Modarressi Mehdi, Fatahi Bayat Farima, masoud daneshtalab (2020)., IEEE Micro, 40(1), 1-1.
2019

1. A memory architecture to accelerate data movement inside memory

Dabiri Bita, Modarressi Mehdi (2019)., The CSI Journal on Computing Science and Information Technology, 1(1), 1-7.

2. BARAN: Bimodal Adaptive Reconfigurable-Allocator Network-on-Chip

Mirhosseini Amirhossein, Sadrosadati Mohammad, aghamohamadi fatemeh, Modarressi Mehdi, Sarbazi-azad Hamid (2019)., ACM Transactions on Parallel Computing, 5(3), 1-29.
2018

1. Zone Based Control Methodology of Smart Indoor Lighting Systems Using Feedforward Neural Networks

Seyedolhosseini Atefesadat, Masoumi Nasser, Modarressi Mehdi, Karimiyan Noshin (2018)., 9th International Symposium on Telecommunications (IST2018), 17-19 December, Tehran, Iran.

2. Design and Implementation of Efficient Smart Lighting Control System with Learning Capability for Dynamic Indoor Applications

Seyedolhosseini Atefesadat, Masoumi Nasser, Modarressi Mehdi, Karimiyan Noshin (2018)., 9th International Symposium on Telecommunications (IST2018), 17-19 December, Tehran, Iran.

3. Reconfigurable Network-on-Chip for 3D Neural Network Accelerators

Firuzan Arash, Modarressi Mehdi, masoud daneshtalab, Reshadi Midia (2018)., 12th IEEE/ACM International Symposium on Networks-on-Chip, 4-5 October, Toronto, Italy.

4. Fast Data Delivery for Many-Core Processors

Bakhsalipoor Mohamad, Lotfi Kamran Pejman, Mazloumi Abbas, Samandi Farid, Naderan-Tahan Mahmood, Modarressi Mehdi, Sarbazi-Azad Hamid (2018)., IEEE TRANSACTIONS ON COMPUTERS, 67(10), 1416-1429.

5. A Customized Processing-in-Memory Architecture for Biological Sequence Alignment

Akbari Nasrin, Modarressi Mehdi, masoud daneshtalab, Loni Mohamad (2018)., 29th Annual IEEE International Conference on Application-specific Systems, Architectures and Processors, 10-13 July, Milan, Italy.