Publications

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Number of publications matching the search criterion: 79 (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 (24)

FastStereoNet: A Fast Neural Architecture Search for Improving the Inference of Disparity Estimation on Resource-Limited Platforms (Oct 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 (ESWA)

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)

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

Conference/Workshop Paper (48)

Curating Datasets for Visual Runway Detection (Oct 2021)
Joakim Lindén , Håkan Forsberg, Josef Haddad , Emil Tagebrand , Erasmus Cedernaes , Emil Gustafsson Ek , Masoud Daneshtalab
The 40th Digital Avionics Systems Conference (DASC'2021)

Schedulability Analysis of Best-Effort Traffic in TSN Networks (Sep 2021)
Bahar Houtan, Mohammad Ashjaei, Masoud Daneshtalab, Mikael Sjödin, Sara Afshar, Saad Mubeen
26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021)

RoCo-NAS: Robust and Compact Neural Architecture Search (Jul 2021)
Vahid Geraeinejad , Sima Sinaei, Mehdi Modarressi , Masoud Daneshtalab
the international joint conference on neural networks (IJCNN)

ELC-ECG: Efficient LSTM Cell for ECG Classification based on Quantized Architecture (May 2021)
Seyed Ahmad Mirsalari , Najmeh Nazari , Sima Sinaei, Mostafa Salehi , Masoud Daneshtalab
IEEE International Symposium on Circuits & Systems (ISCAS)

Synthesising Schedules to Improve QoS of Best-effort Traffic in TSN Networks (Apr 2021)
Bahar Houtan, Mohammad Ashjaei, Masoud Daneshtalab, Mikael Sjödin, Saad Mubeen
29th International Conference on Real-Time Networks and Systems (RTNS'21) (RTNS 2021)

An Automated Configuration Framework for TSN Networks (Mar 2021)
Bahar Houtan, Albert Bergström , Mohammad Ashjaei, Masoud Daneshtalab, Mikael Sjödin, Saad Mubeen
22nd IEEE International Conference on Industrial Technology (ICIT'21) (ICIT 2021)

Image Synthesisation and Data Augmentation for Safe Object Detection in Aircraft Auto-Landing System (Feb 2021)
Najda Vidimlic , Alexandra Levin , Mohammad Loni, Masoud Daneshtalab
16th International Conference on Computer Vision Theory and Applications (VISAPP 2021)

DeepHLS: A complete toolchain for automatic synthesis of deep neural networks to FPGA
Mohammad Riazati, Masoud Daneshtalab, Mikael Sjödin, Björn Lisper
International Conference on Electronics Circuits and Systems (ICECS'20)

Challenges in Using Neural Networks in Safety-Critical Applications (Oct 2020)
Håkan Forsberg, Johan Hjorth, Masoud Daneshtalab, Joakim Lindén , Torbjörn Månefjord
The 39th Digital Avionics Systems Conference (DASC'2020)

MuBiNN: Multi-Level Binarized Recurrent Neural Network for EEG signal Classification (Oct 2020)
Seyed Ahmad Mirsalari , Sima Sinaei, Mostafa Salehi , Masoud Daneshtalab
IEEE International Symposium on Circuits & Systems (ISCAS)

Adjustable self-healing methodology for accelerated functions in heterogeneous systems
Mohammad Riazati, Masoud Daneshtalab, Mikael Sjödin, Björn Lisper
Euromicro Conference on Digital System Design (DSD'20)

DenseDisp: Resource-Aware Disparity Map Estimation by Compressing Siamese Neural Architecture (Jul 2020)
Mohammad Loni, Ali Zoljodi , Daniel Maier , Amin Majd , Masoud Daneshtalab, Mikael Sjödin, Ben Juurlink , Reza Akbari
IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE (WCCI) 2020 (IEEE WCCI)

SHiLA: Synthesizing High-Level Assertions for High Speed Validation of High-Level Designs
Mohammad Riazati, Masoud Daneshtalab, Mikael Sjödin, Björn Lisper
Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS'20)

Scalable Parallel Genetic Algorithm For Solving Large Integer Linear Programming Models Derived From Behavioral Synthesis (Mar 2020)
M. Fallah , M. Mirhoseini , M. fazlali , Masoud Daneshtalab
in Proceedings of 28th IEEE Euromicro Conference on Parallel, Distributed and Network-Based Computing (PDP'20)

Multi-level Binarized LSTM in EEG Classification for Wearable Devices (Mar 2020)
Najmeh Nazari , Seyed Ahmad Mirsalari , Sima Sinaei, Mostafa Salehi , Masoud Daneshtalab
in Proceedings of 28th IEEE Euromicro Conference on Parallel, Distributed and Network-Based Computing (PDP'20)

Work in Progress: Investigating the Effects of High Priority Traffic on the Best Effort Traffic in TSN Networks (Dec 2019)
Bahar Houtan, Mohammad Ashjaei, Masoud Daneshtalab, Mikael Sjödin, Saad Mubeen
40th IEEE Real-Time Systems Symposium (RTSS'19) (RTSS 2019)

SoFA: A Spark-oriented Fog Architecture (Oct 2019)
Neda Maleki , Mohammad Loni, Masoud Daneshtalab, Mauro Conti , Hossein Fotouhi
IEEE 45th Annual Conference of the Industrial Electronics Society (IECON'19)

A Cloud Based Super-Optimization Method to Parallelize the Sequential Code’s Nested Loops (Oct 2019)
Amin Majd , Mohammad Loni, Golnaz Sahebi , Masoud Daneshtalab, Elena Troubitsyna
IEEE 13th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC-2019)

Design Challenges in Hardware Development of Time-Sensitive Networking: A Research Plan
Adnan Ghaderi, Masoud Daneshtalab, Mohammad Ashjaei, Mohammad Loni, Saad Mubeen, Mikael Sjödin
Proceedings of the Cyber-Physical Systems PhD Workshop 2019, "Designing Cyber-Physical Systems " (CPSWS19)

NeuroPower: Designing Energy Efficient Convolutional Neural Network Architecture for Embedded Systems (Sep 2019)
Mohammad Loni, Ali Zoljodi , Sima Sinaei, Masoud Daneshtalab, Mikael Sjödin
The 28th International Conference on Artificial Neural Networks (ICANN 2019)

Multi-objective Optimization of Real-Time Task Scheduling Problem for Distributed Environments (Sep 2019) -- Best Paper Award--
Maghsood Salimi, Amin Majd , Mohammad Loni, Tiberiu Seceleanu, Cristina Seceleanu, Marjan Sirjani, Masoud Daneshtalab, Elena Troubitsyna
6th Conference on the Engineering of Computer Based Systems (ECBS 2019)

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