DeepMaker: Customizing the Architecture of Convolutional Neural Networks for Resource-Constrained Platforms (Dec 2020) Mohammad Loni
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)
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)
On Sustainability for Offset Based Response-Time Analysis (May 2021) Jukka Mäki-Turja, Kaj Hänninen, Mikael Sjödin European Conference on the Engineering of Computer-Based Systems (ECBS)
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)
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) 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)
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)
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)
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)