Publications

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Number of publications matching the search criterion: 117 (showing 1 - 50)

Doctoral Thesis (2)

Efficient Design of Scalable Deep Neural Networks for Resource-Constrained Edge Devices (Oct 2022)
Mohammad Loni

Space Computing using COTS Heterogeneous Platforms (Nov 2021)
Nandinbaatar Tsog

Licentiate Thesis (3)

End-to-end QoS Mapping and Traffic Forwarding in Converged TSN-5G Networks (Apr 2023)
Zenepe Satka

Configuring and Analysing TSN Networks Considering Low-priority Traffic (Dec 2021)
Bahar Houtan

DeepMaker: Customizing the Architecture of Convolutional Neural Networks for Resource-Constrained Platforms (Dec 2020)
Mohammad Loni

Book (1)

Hardware Architectures for Deep Learning (May 2020)
Masoud Daneshtalab, Mehdi Modarressi
Institution of Engineering and Technology (IET)

Book chapter (4)

Computation reuse-aware accelerator for neural networks (May 2020)
Hoda Mahdiani , Alireza Khadem , Ali Yasoubi , Azam Ghanbari , Mehdi Modarressi , Masoud Daneshtalab
Institution of Engineering and Technology (IET)

Hardware Acceleration for Recurrent Neural Networks (May 2020)
Sima Sinaei, Masoud Daneshtalab
Institution of Engineering and Technology (IET)

Feedforward Neural Networks on Massively Parallel Architectures (May 2020)
Reza Hojabr , Ahmad Khonsari , Mehdi Modarressi , Masoud Daneshtalab
Institution of Engineering and Technology (IET)

Multiobjectivism in Dark Silicon Age (Apr 2018)
Amin Rezaei , Masoud Daneshtalab, Hai Zhou
Elsevier Advances in Computers (Computers)

Journal article (25)

A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks (Jan 2024)
Mohammad Ahmadilivani , Mahdi Taheri , Jaan Raik , Masoud Daneshtalab, Maksim Jenihhin
ACM Computing Surveys (CSUR)

DASS: Differentiable Architecture Search for Sparse Neural Networks (Sep 2023)
Seyedhamidreza Mousavi, Mohammad Loni, Mina Alibeigi , Masoud Daneshtalab
ACM Transactions on Embedded Computing Systems (TECS 2024)

Supporting End-to-end Data Propagation Delay Analysis for TSN-based Distributed Vehicular Embedded Systems (Aug 2023)
Bahar Houtan, Mohammad Ashjaei, Masoud Daneshtalab, Mikael Sjödin, Saad Mubeen
Journal of Systems Architecture, 2023 (JSA)

Accurate detection of paroxysmal atrial fibrillation with certified-GAN and neural architecture search (Jul 2023)
Mehdi Asadi , Fatemeh Poursalim , Mohammad Loni, Masoud Daneshtalab, Mikael Sjödin, Arash Ghareh Baghi
Nature Scientific Reports 13 (Sci. Rep. 13)

A Comprehensive Systematic Review of Integration of Time Sensitive Networking and 5G Communication (Feb 2023)
Zenepe Satka, Mohammad Ashjaei, Hossein Fotouhi, Masoud Daneshtalab, Mikael Sjödin, Saad Mubeen
Journal of Systems Architecture, 2023 (JSA)

FaCT-LSTM: Fast and Compact Ternary Architecture for LSTM Recurrent Neural Networks (Jun 2022)
Najmeh Nazari , Seyed Ahmad Mirsalari , Sima Sinaei, Mostafa Salehi , Masoud Daneshtalab
IEEE Design and Test (IEEE D&T)

A Comprehensive Exploration of Languages for Parallel Computing (Jan 2022)
Federico Ciccozzi, Lorenzo Addazi, Sara Abbaspour, Björn Lisper, Abu Naser Masud, Saad Mubeen
ACM Computing Surveys (CSUR'21)

Multi-Processor Scheduling of Elastic Applications in Compositional Real-Time Systems   (Dec 2021)
Shaik Salman, Alessandro Papadopoulos, Saad Mubeen, Thomas Nolte
Journal of Systems Architecture, 2021 (JSA)

Implications of Various Preemption Configurations in TSN Networks (Oct 2021)
Mohammad Ashjaei, Lejla Murselović , Saad Mubeen
IEEE Embedded Systems Letters (Embed Syst Lett)

Time-Sensitive Networking in Automotive Embedded Systems: State of the Art and Research Opportunities (Sep 2021)
Mohammad Ashjaei, Lucia Lo Bello , Masoud Daneshtalab, Gaetano Patti , Sergio Saponara , Saad Mubeen
Journal of Systems Architecture, 2021 (JSA)

Guest Editorial: Special Issue on Parallel, Distributed, and Network-Based Processing in Next-generation Embedded Systems (Aug 2021)
Saad Mubeen, Lucia Lo Bello , Masoud Daneshtalab, Sergio Saponara
Journal of Systems Architecture, 2021 (JSA)

A Novel Frame Preemption Model in TSN Networks (Jun 2021)
Mohammad Ashjaei, Mikael Sjödin, Saad Mubeen
Journal of Systems Architecture (JSA, 114)

A software implemented comprehensive soft error detection method for embedded systems (Sep 2020)
Seyyed Amir Asghari , Mohammadreza Binesh Marvasti , Masoud Daneshtalab
Elsevier journal of Microprocessors and Microsystems (MICPRO)

A Systematic Literature Study on Definition and Modeling of Service-Level Agreements for Cloud Services in IoT (Aug 2020)
Svetlana Girs, Séverine Sentilles, Sara Abbaspour, Mohammad Ashjaei, Saad Mubeen
IEEE Access (ACCESS'20)

Improving Motion Safety and Efficiency of Intelligent Autonomous Swarm of Drones (Aug 2020)
Amin Majd , Mohammad Loni, Golnaz Sahebi , Masoud Daneshtalab
Drones (Drones)

Schedulability Analysis of Time-Sensitive Networks with Scheduled Traffic and Preemption Support (Jun 2020)
Lucia Lo Bello , Mohammad Ashjaei, Gaetano Patti , Moris Behnam
Journal of Parallel and Distributed Computing (JPDC)

Modelling multi-criticality vehicular software systems: evolution of an industrial component model (Jun 2020)
Alessio Bucaioni, Saad Mubeen, Federico Ciccozzi, Antonio Cicchetti, Mikael Sjödin
International Journal on Software and Systems Modeling (SoSyM'20)

A Review on Deep Learning Methods for ECG Arrhythmia Classification (Jun 2020)
Zahra Ebrahimi , Mohammad Loni, Masoud Daneshtalab, Arash Ghareh Baghi
Expert Systems with Applications: X (ESWA: X)

NOM: Network-On-Memory for Inter-Bank Data Transfer in Highly-Banked Memories (May 2020)
Seyyed Hossein Seyyedaghaei Rezaei , Mehdi Modarressi , Rachata Ausavarungnirun , Mohammad Sadrosadati , Onur Mutlu , Masoud Daneshtalab
IEEE Computer Architecture Letters (CAL)

Timing Predictability and Security in Safety-critical Industrial Cyber-physical Systems: A Position Paper (Apr 2020)
Saad Mubeen, Elena Lisova, Aneta Vulgarakis Feljan
Applied Sciences--Special Issue "Emerging Paradigms and Architectures for Industry 4.0 Applications" (ApplSci'21)

DeepMaker: A Multi-Objective Optimization Framework for Deep Neural Networks in Embedded Systems (Jan 2020)
Mohammad Loni, Sima Sinaei, Ali Zoljodi, Masoud Daneshtalab, Mikael Sjödin
Elsevier journal of Microprocessors and Microsystems (MICPRO)

ΔNN: Power-efficient Neural Network Acceleration using Differential Weights (Dec 2019)
Hoda Mahdiani , Alireza Khadem , Azam Ghanbari , Mehdi Modarressi , Farima Fattahi-bayat , Masoud Daneshtalab
IEEE MICRO (MICRO)

Defender: A Low Overhead and Efficient Fault-Tolerant Mechanism for Reliable On-Chip Router (Oct 2019)
NAVEED KHAN BALOCH , MUHAMMAD IRAM BAIG , Masoud Daneshtalab
Journal of IEEE Access (IEEE-Access)

Recent Advances and Trends in On-board Embedded and Networked Automotive Systems (Feb 2019)
Lucia Lo Bello , Sergio Saponara , Saad Mubeen, Riccardo Mariani
IEEE Transactions on Industrial Informatics (IEEE-TII)

Guest Editorial: Embedded and Networked Systems for Intelligent Vehicles and Robots (Feb 2019)
Lucia Lo Bello , Saad Mubeen, Sergio Saponara , Riccardo Mariani , Unmesh Dutta Bordoloi
IEEE Transactions on Industrial Informatics (IEEE-TII)

Conference/Workshop Paper (77)

Task Offloading in Edge-cloud Computing using a Q-Learning Algorithm (Jun 2024)
Somayeh Abdi, Mohammad Ashjaei, Saad Mubeen
The International Conference on Cloud Computing and Services Science (CLOSER 2024)

Bandwidth Reservation Analysis for Schedulability of AVB Traffic in TSN
Bahar Houtan, Mohammad Ashjaei, Masoud Daneshtalab, Mikael Sjödin, Saad Mubeen
the 25th IEEE Internetional Conference on Industrial Technology (ICIT'24)

Server Time Reservation for Periodic Real-Time Applications (Dec 2023)
Ali Balador, Lizzy Tengana , Mohammad Ashjaei, Saad Mubeen
The First International Workshop on Intelligent Systems and Paradigms for Next Generation Computing Evolution (INSPIRE'23)

Dynamic Priority Scheduling for periodic systems using ROS 2 (Oct 2023) -- Best Paper Award--
Lukas Dust, Saad Mubeen
8th International Conference on Engineering of Computer-based Systems (ECBS2023)

Experimental Analysis of Wireless TSN Networks for Real-time Applications (Oct 2023)
Zenepe Satka, Deepa Barhia , Sobia Saud , Saad Mubeen, Mohammad Ashjaei
28th International Conference on Emerging Technologies and Factory Automation (ETFA 2023)

Pattern-Based Verification of ROS 2 Nodes using UPPAAL (Sep 2023)
Lukas Dust, Rong Gu, Cristina Seceleanu, Mikael Ekström, Saad Mubeen
FMICS 2023 - International Conference on Formal Methods for Industrial Critical Systems (FMICS 2023)

Efficient On-device Transfer Learning using Activation Memory Reduction (Sep 2023)
Amin Yoosefi , Seyedhamidreza Mousavi, Masoud Daneshtalab, Mehdi Kargahi
International Conference on Fog and Mobile Edge Computing (FMEC)

A Qualitative Comparison Model for Application Layer IoT Protocols
Syed Kakakhel , Tomi Westerlund , Masoud Daneshtalab, Zhuo Zou , Juha Plosila , Hannu Tenhunen
International Conference on Fog and Mobile Edge Computing (FMEC)

DASS: Differentiable Architecture Search for Sparse Neural Networks (Sep 2023)
Seyedhamidreza Mousavi, Mohammad Loni, Mina Alibeigi , Masoud Daneshtalab
EMBEDDED SYSTEMS WEEK (ESWEEK 2023)

Comparative Evaluation of Various Generations of Controller Area Network Based on Timing Analysis (Sep 2023)
Aldin Berisa, Mohammad Ashjaei, Masoud Daneshtalab, Mikael Sjödin, Adis Panjevic , Imran Kovac , Hans Lyngbäck , Saad Mubeen
28th International Conference on Emerging Technologies and Factory Automation (ETFA 2023)

Experimental Evaluation of Callback Behavior in ROS 2 Executors (Sep 2023)
Lukas Dust, Emil Persson, Mikael Ekström, Saad Mubeen, Cristina Seceleanu, Rong Gu
28th International Conference on Emerging Technologies and Factory Automation (ETFA 2023)

Centralised Architecture for the Automatic Self-Configuration of Industrial Networks
Ines Alvarez, Daniel Bujosa Mateu, Bjarne Johansson, Mohammad Ashjaei, Saad Mubeen
28th International Conference on Emerging Technologies and Factory Automation (ETFA 2023)

Towards Modelling 5G Communication in Software Architectures of Vehicular CPS (Sep 2023)
Zenepe Satka, Saad Mubeen, Mohammad Ashjaei, John Lundbäck
49th Euromicro Conference Series on Software Engineering and Advanced Applications (SEAA 2023)

Evaluating the robustness of ML models to out-of-distribution data through similarity analysis (Sep 2023)
Joakim Lindén, Håkan Forsberg, Ingemar Söderquist , Masoud Daneshtalab
1st Workshop on Advanced AI Techniques for Data Management and Analytics (AIDMA)

Enhancing Fault Resilience of QNNs by Selective Neuron Splitting (Jun 2023)
Mohammad Ahmadilivani , Javid Taheri , Jaan Raik , Maksim Jenihhin , Masoud Daneshtalab
5th IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) (AICAS 2023)

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