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Mehdi Modarressi

Assistant Professor

Update: 2024-11-14

Mehdi Modarressi

College of Engineering / Electrical and Computer ENG

Journal Paper

  1. "Smart Memory: Deep Learning Acceleration In 3D-Stacked Memories"
    S. Hossein Seyedaghaei Rezaei, Parham Zilouchian Moghaddam, Mehdi Modarressi
    IEEE Computer Architecture Letters, Vol. early access, pp.1-4, 2023
  2. "Reconfigurable Network-on-Chip based Convolutional Neural Network Accelerator"
    Arash Firuzan, Mehdi Modarressi, media reshadi, Ahmad Khademzadeh
    JOURNAL OF SYSTEMS ARCHITECTURE, Vol. 129, No 1, 2022
  3. "Energy-efficient acceleration of convolutional neural networks using computation reuse"
    Azam Ghanbari, Mehdi Modarressi
    JOURNAL OF SYSTEMS ARCHITECTURE, Vol. 126, No 1, 2022
  4. "Efficient photodetector placement for daylight-responsive smart indoor lighting control systems"
    Atefesadat Seyedolhosseini, Mehdi Modarressi, Nasser Masoumi, Noshin Karimiyan
    JOURNAL OF BUILDING ENGINEERING, Vol. 42, No 103031, 2021
  5. "NoM: Network-on-Memory for Inter-Bank Data Transfer in Highly-Banked Memories"
    Seyyed Hossein SeyyedAghaei Rezaei, Mehdi Modarressi, Rachata Ausavarungnirun, Onur Mutlu, Mohammad Sadrosadati, Masoud Daneshtalab
    IEEE Computer Architecture Letters, Vol. 19, No 1, pp.80-83, 2020
  6. "Fast Data Delivery for Many-Core Processors"
    Mohamad Bakhsalipoor, Pejman Lotfi Kamran, Abbas Mazloumi, Farid Samandi, Mahmood Naderan-Tahan, Mehdi Modarressi, Hamid Sarbazi-Azad
    IEEE TRANSACTIONS ON COMPUTERS, Vol. 67, No 10, pp.1416-1429, 2018
  7. "Thermal management in 3d networks-on-chip using dynamic link sharing"
    Mahsa Keramati, Mehdi Modarressi, S. Hossein Seyedaghaei Rezaei
    MICROPROCESSORS AND MICROSYSTEMS, Vol. 52, No 1, pp.69-79, 2017
  8. "Customizing Clos Network-on-Chip for Neural Networks"
    Seyedreza Hojabrossadati, Mehdi Modarressi, Masoud Daneshtalab, Ali Yasoubi, Ahmad Khonsari
    IEEE TRANSACTIONS ON COMPUTERS, Vol. pp, No 99, pp.1-1, 2017
  9. "Power-Efficient Accelerator Design for Neural Networks Using Computation Reuse"
    Ali Yasoubi, Seyedreza Hojabrossadati, Mehdi Modarressi
    IEEE Computer Architecture Letters, Vol. 16, No 1, pp.72-75, 2017
  10. "An Efficient Hybrid-Switched Network-on-Chip for Chip Multiprocessors"
    Pejman Lotfi Kamran , Mehdi Modarressi, Hamid Sarbazi-azad
    IEEE TRANSACTIONS ON COMPUTERS, Vol. 65, No 5, pp.1-1, 2016
  11. "Power- and performance-efficient cluster-based network-on-chip with reconfigurable topology"
    Pooyan Mehrvarzi, Mehdi Modarressi, h Sarbazi-Azad
    MICROPROCESSORS AND MICROSYSTEMS, Vol. online, pp.1-14, 2016
  12. "Dynamic Resource Sharing for High-Performance 3-D Networks-on-Chip"
    Seyyed Hossein Seyyedaghaei Rezaei, Abbas Mazloumi, Mehdi Modarressi, Pejman Lotfi Kamran
    IEEE Computer Architecture Letters, Vol. 15, No 1, pp.5-8, 2016
  13. "Leveraging dark silicon to optimize networks-on-chip topology"
    Mehdi Modarressi, Hamid Sarbazi-azad
    JOURNAL OF SUPERCOMPUTING, Vol. 71, No 9, pp.3549-3566, 2015
  14. "Improving the performance of packet-switched networks-on-chip by SDM-based adaptive shortcut paths"
    Mehdi Modarressi, Nasibeh Teimouri, Hamid Sarbazi-azad
    INTEGRATION-THE VLSI JOURNAL, Vol. 50, pp.193-204, 2015
  15. "Integrated circuit-packet switching NoC with efficient circuit setup mechanism"
    Farhad Pakdaman, Abbas Mazloumi, Mehdi Modarressi
    JOURNAL OF SUPERCOMPUTING, Vol. 71, No 8, pp.2787-2807, 2014
  16. "Special issue on network-based many-core embedded systems"
    Masoud Daneshtalab, Pasi Liljeberg, Mehdi Modarressi, Leonardo Soreas
    JOURNAL OF SYSTEMS ARCHITECTURE, Vol. 59, No 9, pp.691-692, 2013
  17. "Using task migration to improve non-contiguous processor allocation in NoC-based CMPs"
    Mehdi Modarressi, Marjan Asadinia, Hamid Sarbazi-azad
    JOURNAL OF SYSTEMS ARCHITECTURE, Vol. 59, No 7, pp.468-481, 2013
  18. "Supporting non-contiguous processor allocation in mesh-based chip multiprocessors using virtual point-to-point links"
    Marjan Asadinia, Mehdi Modarressi, Hamid Sarbazi-azad
    IET Computers and Digital Techniques, Vol. 6, No 5, pp.302-317, 2012
  19. "Application-Aware Topology Reconfiguration for On-Chip Networks"
    Mehdi Modarressi, Arash Tavakol, Hamid Sarbazi-azad
    IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, Vol. 19, No 11, pp.2010-2022, 2011
  20. "Virtual Point-to-Point Connections for NoCs"
    Mehdi Modarressi, Arash Tavakol, Hamid Sarbazi-azad
    IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, Vol. 29, No 6, pp.855-868, 2010
  21. "A memory architecture to accelerate data movement inside memory"
    Bita Dabiri, Mehdi Modarressi
    The CSI Journal on Computing Science and Information Technology, Vol. 1, No 1, pp.1-7, 2019
  22. "Fault-Tolerant 3-D Network-on-Chip Design using Dynamic Link Sharing"
    S. Hossein Seyedaghaei Rezaei, Mehdi Modarressi
    rayanesh, Vol. 6, No 1, pp.1-7, 2017
  23. "high-performance and low-power NoC for neurla networks"
    نسرین اکبری, Bita Dabiri, Mehdi Modarressi
    The CSI Journal on Computing Science and Information Technology, Vol. 13, No 2, pp.60-69, 2016

Conference Paper

  1. "NCOD: Near-Optimum Video Compression for Object Detection"
    Ardavan Elahi, Ali Falahati, Farhad Pakdaman, Mehdi Modarressi, Moncef Gabbouj
    2023 IEEE International Symposium on Circuits and Systems (ISCAS), 2023
  2. "NeuroPIM: Felxible Neural Accelerator for Processing-in-Memory Architectures"
    Ali Monavari Bidgoli, spideh fattahi kotilateh, S. Hossein Seyedaghaei Rezaei, Mehdi Modarressi, masoud daneshtalab
    2023 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), 2023
  3. "Multi-Precision Deep Neural Network Acceleration on FPGAs"
    Negar Neda, Salim Ullah, Hoda Mahdiani, Azam Ghanbari, Mehdi Modarressi, Akash Kumar
    2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 2022
  4. "Network-on-ReRAM for Scalable Processing-in-Memory Architecture Design"
    Bita Dabiri, Mehdi Modarressi, Masoud Daneshtalab
    2021 24th Euromicro Conference on Digital System Design (DSD), 2021
  5. "RoCo-NAS: Robust and Compact Neural Architecture Search"
    Vahid Geraeinejad, Sima Sinaeei, Mehdi Modarressi, Masoud Daneshtalab
    2021 International Joint Conference on Neural Networks (IJCNN), 2021
  6. "Reconfigurable Network-on-Chip for 3D Neural Network Accelerators"
    Arash Firuzan, Mehdi Modarressi, masoud daneshtalab , Midia Reshadi
    12th IEEE/ACM International Symposium on Networks-on-Chip, 2018
  7. "A Customized Processing-in-Memory Architecture for Biological Sequence Alignment"
    Nasrin Akbari, Mehdi Modarressi, masoud daneshtalab , Mohamad Loni
    29th Annual IEEE International Conference on Application-specific Systems, Architectures and Processors, 2018
  8. "NOC characteristics of cloud applications"
    Pejman Lotfi Kamran, Mehdi Modarressi, Hamid Sarbazi-azad
    19th International Symposium on Computer Architecture and Digital Systems (CADS), 2017
  9. "Low-power Parallel Data Processing Using Computation Reuse"
    Bita Dabiri, S. Hossein Seyedaghaei Rezaei, Mehdi Modarressi
    7th International Conference on Information Communication and Management, 2017
  10. "Performance Improvement of ZigBee Networks in Coexistence of Wi-Fi Signals"
    Atefesadat Seyedolhosseini, Nasser Masoumi, Mehdi Modarressi
    7th International Conference on Information Communication and Management, 2017
  11. "A High-Performance Network-on-Chip Topology for Neuromorphic Architectures"
    Nasrin Akbari, Mehdi Modarressi
    15th IEEE International Conference on Embedded and Ubiquitous Computing (EUC), 2017
  12. "SAMi: Self-aware migration approach for congestion reduction in NoC-based MCSoC"
    Amin Rezaei, Masoud Daneshtalab, Dan Zhao, Mehdi Modarressi
    29th IEEE International System-on-Chip Conference (SOCC), 2017
  13. "Parallel Forwarding for Efficient Bandwidth Utilization in Networks-on-Chip"
    Elham Momenzadeh, Mehdi Modarressi, Abbas Mazloumi, masoud daneshtalab
    30th International Conference on Architecture of Computing Systems, 2017
  14. "Near-Ideal Networks-on-Chip for Servers"
    Pejman Lotfi Kamran, Mehdi Modarressi, Hamid Sarbazi-azad
    23rd International Symposium on High Performance Computer Architecture (HPCA23), 2017
  15. "Low-Power Online ECG Analysis Using Neural Networks"
    Mehdi Modarressi, Ali Yasoubi, Maryam Modarressi
    19th Euromicro Conference on Digital System Design (DSD), 2016
  16. "Proactive Network-on-Chip Path Setup for Message Passing Programs"
    Mohammad Azimi, Mehdi Modarressi
    19th EuroMicro Conference on Digital System Design (DSD), 2016
  17. "High Performance Hybrid-switched Network-on-Chip Using Shortcut Paths"
    Sina Sayyardoust Tabrizi, Iman Soltani mohammadi, Abbas Mazloumi, Mehdi Modarressi
    24th Iranian Conference on Electrical Engineering (ICEE), 2016
  18. "Fault-Tolerant 3-D Network-on-Chip Design using Dynamic Link Sharing"
    S. Hossein Seyedaghaei Rezaei, Mehdi Modarressi, Reza Yazdani Aminabadi, masoud daneshtalab
    Design, Automation and Test in Europe Conference (DATE), 2016
  19. "A Three-Dimensional Networks-on-Chip Architecture with Dynamic Buffer Sharing"
    S. Hossein Seyedaghaei Rezaei, Mehdi Modarressi, Masoud Daneshtalab, Shervin Roshani Sefat
    24th Euromicro International Conference on Parallel, Distributed and Network-Based Processing., 2016
  20. "CuPAN – High Throughput On-chip Interconnection for Neural Networks"
    Ali Yasoubi, Seyedreza Hojabrossadati, Hengameh Takshi, Mehdi Modarressi, masoud daneshtalab
    22nd International Conference of Neural Information Processing (ICONIP), 2015
  21. "Hardware Accelerator Protein Sequencing Applications on Reconfigurable Networks-on-Chip"
    Mehdi Modarressi, Faezeh Faghih, Maryam Modarressi
    13th. East-West Design and Test Symposium (EWDTS), 2015
  22. "Process Variation-Aware Approximation for Efficient Timing Management of Digital Circuits"
    Mohsen Faryabi, Hamed Dorosti, Mehdi Modarressi, Seyed Mahdi Fakhrai
    13th IEEE East-West Design & Test Symposium (EWDTS), 2015
  23. "Reconfigurable Communication Fabric for Efficient Implementation of Neural Networks"
    Arash Firuzan, Mehdi Modarressi, masoud daneshtalab
    10th International Symposium on Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC), 2015
  24. "A hybrid packet/circuit-switched router to accelerate memory access in NoC-based chip multiprocessors"
    Abbas Mazloumi, Mehdi Modarressi
    Design, Automation & Test in Europe Conference (DATE), 2015
  25. "An energy-efficient virtual channel power-gating mechanism for on-chip networks"
    Amirhossein Mirhosseini, Mohammad Sadrosadati, Ali Fakhrzadegan, Mehdi Modarressi, Hamid Sarbazi-azad
    Design, Automation & Test in Europe Conference (DATE), 2015
  26. "A Reconfigurable NoC Topology for the Dark Silicon Era"
    Mehdi Modarressi, Hamid Sarbazi-azad
    The 11th. FPGAWORLD Conference, 2014
  27. "An FPGA-Like Ultra Low-Power Network-On-Chip for Multicore Embedded Systems"
    Meisam Zaeemi, Mehdi Modarressi
    The 11th. FPGAWORLD Conference, 2014
  28. "A Reconfigurable Network-on-chip for Heterogeneous Many-core CMPs in the Dark Silicon Era"
    Mehdi Modarressi, Hamid Sarbazi-azad
    25th IEEE International Conference on Application-specific Systems, Architectures and Processors, 2014
  29. "Power and Performance Efficient Partial Circuits in Packet-Switched Networks-on-Chip"
    Nasibeh Teimouri, Mehdi Modarressi, Hamid Sarbazi-azad
    2013 21st Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), 2013
  30. "A Game Theoretical Thermal - Aware Run - Time Task Synchronization Method for Multiprocessor Systems - on - Chip"
    Yasgar Asgariye, Mohamed-hasan Khabazian, Mehdi Modarressi, حمید سربازی ازاد
    15th Euromicro Conference on Digital System Design, 2012
  31. "Reconfigurable Cluster-Based Networks-on-Chip for Application-Specific MPSoCs"
    Mehdi Modarressi, H Sarbazi Azad
    The 24th IEEE International Conference on Application-specific Systems, Architectures and Processors, 2012
  32. "Low-power arithmetic unit for DSP applications"
    Mehdi Modarressi, Amirhossein Jahangir
    2011 International Symposium on System on Chip (SoC), 2011
  33. "A reconfigurable fault-tolerant routing algorithm to optimize the network-on-chip performance and latency in presence of intermittent and permanent faults"
    H Sarbazi Azad , Mehdi Modarressi, Reyhane Jabbarvand
    International conference on computer design (ICCD), 2011
  34. "A Distributed Task Migration Scheme for Mesh-Based Chip-Multiprocessors"
    Hossein Yaghoubi, Mehdi Modarressi, حمید سربازی ازاد
    Parallel and Distributed Computing, Applications and Technologies (PDCAT), 2011
  35. "low power cache design for embedded systems using tag compression"
    Sina Sayyardoust Tabrizi, Mehdi Modarressi
    21 the CSI Computer Conference, 2016