Publications
Number of publications matching the search criterion: 118 (showing 1 - 50)
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 (30)
Enhancing Global Model Performance in Federated Learning with Non-IID Data using a Data-Free Generative Diffusion Model (Oct 2024) MohammadReza Najafi , Masoud Daneshtalab, Jeong-A Lee , Seokjoo Shin Journal of IEEE Access (IEEE-Access)
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)
FastStereoNet: A Fast Neural Architecture Search for Improving the Inference of Disparity Estimation on Resource-Limited Platforms (Nov 2021) Mohammad Loni, Ali Zoljodi, Amin Majd , Byung Hoon Ahn , Masoud Daneshtalab, Mikael Sjödin, Hadi Esmaeilzadeh IEEE Transactions on Systems, Man, and Cybernetics: Systems (SMCS)
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 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)
Improving Motion Safety and Efficiency of Intelligent Autonomous Swarm of Drones (Aug 2020) Amin Majd , Mohammad Loni, Golnaz Sahebi , Masoud Daneshtalab Drones (Drones)
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)
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)
An energy-efficient partition-based XYZ-planar routing algorithm for a wireless network-on-chip (Dec 2018) Fahimeh Yazdanpanah , Raheel Afsharmazayejani , Amin Rezaei , Masoud Daneshtalab The Journal of Supercomputing (Supercomputing)
A General Methodology on Designing Acyclic Channel Dependency Graphs in Interconnection Networks (Mar 2018) Masoumeh Ebrahimi , Masoud Daneshtalab IEEE MICRO (MICRO)
Parallel imperialist competitive algorithms (Jan 2018) Amin Majd , Golnaz Sahebi , Masoud Daneshtalab, Juha Plosila , Shahriar Lotfi , Hannu Tenhunen Journal of Concurrency and Computation: Practice and Experience (JCC)
Customizing Clos Network-on-Chip for Neural Networks (Nov 2017) Reza Hojabr , Mehdi Modarressi , Masoud Daneshtalab, Ali Yasoubi , Ahmad Khonsari IEEE Transaction on Computers (IEEE TC)
CAP-W: Congestion-aware platform for wireless-based network-on-chip in many-core era (Jun 2017) Amin Rezaei , Masoud Daneshtalab, Danella Zhao Elsevier journal of Microprocessors and Microsystems (MICPRO)
TransMap: Transformation Based Remapping and Parallelism for High Utilization and Energy Efficiency in CGRAs (Nov 2016) syed M. A. H. Jafri , Masoud Daneshtalab, Naeem Abbas , Guillermo Serrano Leon , Ahmed Hemani IEEE Transaction on Computers (IEEE TC)
A pareto-optimal runtime power budgeting scheme for many-core systems (Oct 2016) Xiaohang Wang , Baoxin Zhao , Ling Wang , Terrence Mak , Mei Yang , Masoud Daneshtalab Elsevier journal of Microprocessors and Microsystems (MICPRO)
On Fine-Grained Runtime Power Budgeting for Networks-on-Chip Systems (Sep 2016) Xiaohang Wang , Baoxin Zhao , Terrence Mak , Mei Yang , Masoud Daneshtalab IEEE Transaction on Computers (IEEE TC)
Many-core System-on-Chip: architectures and applications (Jun 2016) Mohamed Bakhouya , Masoud Daneshtalab, Maurizio Palesi , Hassan Ghasemzadeh Elsevier journal of Microprocessors and Microsystems (MICPRO)
Introduction to the Special Section on On-chip parallel and network-based systems (May 2016) Hamid Sarbazi-Azad , Nader Bagherzadeh , Masoumeh Ebrahimi , Masoud Daneshtalab Physical Communication (Springer) (PHYSICCOM)
Hierarchical approach for hybrid wireless Network-on-chip in many-core era (May 2016) Amin Rezaei , Masoud Daneshtalab, Farshad Safaei , Danella Zhao Physical Communication (Springer) (PHYSICCOM)
Non-Blocking Testing for Network-on-Chip (Mar 2016) Letian Huang , Junshi Wang , Masoumeh Ebrahimi , Masoud Daneshtalab, Xiaofan Zhang , Guangjun Li , Axel Jantsch IEEE Transaction on Computers (IEEE TC)
Special issue on energy efficient methods and systems in the emerging cloud era (Feb 2016) Maurizio Palesi , Mario Collotta , Masoud Daneshtalab, Pradip Bose Journal of Computer and System Sciences (JCSS)
Conference/Workshop Paper (79)
FORTUNE: A Negative Memory Overhead Hardware-Agnostic Fault TOleRance TechniqUe in DNNs (Dec 2024) Samira Nazari , Mahdi Taheri , Ali Azarpeyvand , Tara Ghasempouri , Masoud Daneshtalab, Maksim Jenihhin 33rd IEEE Asian Test Symposium (ATS-24)
Enhancing Drone Surveillance with NeRF: Real-World Applications and Simulated Environments (Oct 2024) Joakim Lindén, Giovanni Burresi , Håkan Forsberg, Masoud Daneshtalab, Ingemar Söderquist 43rd Digital Avionics Systems Conference (DASC) (DASC'43)
Cost-Effective Fault Tolerance for CNNs Using Parameter Vulnerability Based Hardening and Pruning Mohammad Ahmadilivani , Seyedhamidreza Mousavi, Jaan Raik , Masoud Daneshtalab, Maksim Jenihhin 30th IEEE International Symposium on On-Line Testing and Robust System Design (IOLTS'24)
AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators Mahdi Taheri , Natalia Cherezova , Samira Nazari , Ahsan Rafiq , Ali Azarpeyvand , Tara Ghasempouri , Masoud Daneshtalab, Jaan Raik , Maksim Jenihhin IEEE European Test Symposium (ETS'24)
Saffira: a framework for assessing the reliability of systolic-array-based dnn accelerators Mahdi Taheri , Masoud Daneshtalab, Jaan Raik , Maksim Jenihhin , Salvatore Pappalardo , Joachim Paul , Alberto Bosio 27th IEEE Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)
Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators Mahdi Taheri , Natalia Cherezova , Ali Mahani , Maksim Jenihhin , Masoud Daneshtalab, Jaan Raik International Symposium on Quality Electronic Design (ISQED'24)
Autonomous Realization of Safety-and Time-Critical Embedded Artificial Intelligence (Mar 2024) Joakim Lindén, Andreas Ermedahl, Hans Salomonsson , Masoud Daneshtalab, Bjorn Forsberg , Paris Carbon Design, Automation & Test in Europe Conference (DATE'24)
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)
Analysis and Improvement of Resilience for Long Short-Term Memory Neural Networks (Oct 2023) Mohammad Ahmadilivani , Jaan Raik , Masoud Daneshtalab, Alar Kuusik 36th IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT 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)
FARMUR: Fair Adversarial Retraining to Mitigate Unfairness in Robustness Seyedhamidreza Mousavi, Masoud Daneshtalab, Seyedali Mousavi Advances in Databases and Information Systems (ADBIS 2023)
Analysing robustness of tiny deep neural networks Seyedhamidreza Mousavi, Ali Zoljodi, Masoud Daneshtalab Advances in Databases and Information Systems (ADBIS 2023)
