Publications

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Number of publications matching the search criterion: 32

Licentiate Thesis (1)

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 (12)

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)

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)

Conference/Workshop Paper (14)

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)

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)

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)

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

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)

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)

TOT-Net: An Endeavor Toward Optimizing Ternary Neural Networks (Sep 2019)
Najmeh Nazari , Mohammad Loni, Mostafa Salehi , Masoud Daneshtalab, Mikael Sjödin
22nd Euromicro Conference on Digital System Design (DSD 2019)

Designing Compact Convolutional Neural Network for Embedded Stereo Vision Systems (Sep 2018) -- Best Paper Award--
Mohammad Loni, Amin Majd , Abdolah Loni , Masoud Daneshtalab, Mikael Sjödin, Elena Troubitsyna
IEEE 12th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC-2018)

ADONN: Adaptive Design of Optimized Deep Neural Networks for Embedded Systems (Aug 2018)
Mohammad Loni, Masoud Daneshtalab, Mikael Sjödin
21st Euromicro Conference on Digital System Design (DSD'18)

Using Optimization, Learning, and Drone Reflexes to Maximize Safety of Swarms of Drones (Jul 2018)
Amin Majd , Adnan Ashraf , Elena Troubitsyna , Masoud Daneshtalab
IEEE Congress on Evolutionary Computation (IEEE CEC'18)

A Novel Two-Step Method for Stereo Vision Algorithm to Reduce Search Space (Jun 2018)
Mehdi Kokhazadeh , Zahra Kokhazadeh , Masoud Daneshtalab
International Conference on electrical Engineering (ICEE)

HoneyWiN: Novel Honeycomb-Based Wireless NoC Architecture in Many-Core Era (May 2018)
Raheel Afsharmazayejani , Fahimeh Yazdanpanah , Masoud Daneshtalab
International Symposium on Applied Reconfigurable Computing (ARC)

Embedded Acceleration of Image Classification Applications for Stereo Vision Systems (Mar 2018)
Mohammad Loni, Carl Ahlberg, Masoud Daneshtalab, Mikael Ekström, Mikael Sjödin
Design, Automation & Test in Europe Conference & Exhibition (DATE'18)

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