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Mohammad Loni
Mohammad Loni
MDU
Verified email at mdu.se - Homepage
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Year
A review on deep learning methods for ECG arrhythmia classification
Z Ebrahimi, M Loni, M Daneshtalab, A Gharehbaghi
Expert Systems with Applications: X 7, 100033, 2020
3862020
DeepMaker: A multi-objective optimization framework for deep neural networks in embedded systems
M Loni, S Sinaei, A Zoljodi, M Daneshtalab, M Sjödin
Microprocessors and Microsystems 73, 102989, 2020
992020
Neuropower: Designing energy efficient convolutional neural network architecture for embedded systems
M Loni, A Zoljodi, S Sinaei, M Daneshtalab, M Sjödin
Artificial Neural Networks and Machine Learning–ICANN 2019: Theoretical …, 2019
292019
Tot-net: An endeavor toward optimizing ternary neural networks
N Nazari, M Loni, ME Salehi, M Daneshtalab, M Sjodin
2019 22nd Euromicro Conference on Digital System Design (DSD), 305-312, 2019
262019
Faststereonet: A fast neural architecture search for improving the inference of disparity estimation on resource-limited platforms
M Loni, A Zoljodi, A Majd, BH Ahn, M Daneshtalab, M Sjödin, ...
IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (8), 5222-5234, 2021
222021
Sofa: A spark-oriented fog architecture
N Maleki, M Loni, M Daneshtalab, M Conti, H Fotouhi
IECON 2019-45th annual conference of the ieee industrial electronics society …, 2019
212019
ADONN: adaptive design of optimized deep neural networks for embedded systems
M Loni, M Daneshtalab, M Sjödin
2018 21st Euromicro Conference on Digital System Design (DSD), 397-404, 2018
202018
TAS: Ternarized Neural Architecture Search for Resource-Constrained Edge Devices
M Loni, H Mousavi, M Riazati, M Daneshtalab, M Sjödin
Design, Automation & Test in Europe Conference & Exhibition DATE'22, 14 Mar …, 2022
172022
Designing compact convolutional neural network for embedded stereo vision systems
M Loni, A Majd, A Loni, M Daneshtalab, M Sjödin, E Troubitsyna
2018 IEEE 12th International Symposium on Embedded Multicore/Many-core …, 2018
162018
Densedisp: Resource-aware disparity map estimation by compressing siamese neural architecture
M Loni, A Zoljodi, D Maier, A Majd, M Daneshtalab, M Sjödin, B Juurlink, ...
2020 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2020
142020
Improving motion safety and efficiency of intelligent autonomous swarm of drones
A Majd, M Loni, G Sahebi, M Daneshtalab
Drones 4 (3), 48, 2020
112020
Multi-objective optimization of real-time task scheduling problem for distributed environments
M Salimi, A Majd, M Loni, T Seceleanu, C Seceleanu, M Sirjani, ...
Proceedings of the 6th Conference on the Engineering of Computer Based …, 2019
102019
PR-DARTS: Pruning-based differentiable architecture search
S Mousavi, M Loni, M Alibeigi, M Daneshtalab
Available at SSRN 4251637, 2022
72022
3dlanenas: Neural architecture search for accurate and light-weight 3d lane detection
A Zoljodi, M Loni, S Abadijou, M Alibeigi, M Daneshtalab
International Conference on Artificial Neural Networks, 404-415, 2022
62022
Learning activation functions for sparse neural networks
M Loni, A Mohan, M Asadi, M Lindauer
International Conference on Automated Machine Learning, 16/1-19, 2023
42023
Dass: Differentiable architecture search for sparse neural networks
H Mousavi, M Loni, M Alibeigi, M Daneshtalab
ACM Transactions on Embedded Computing Systems 22 (5s), 1-21, 2023
42023
Image Synthesisation and Data Augmentation for Safe Object Detection in Aircraft Auto-landing System
N Vidimlic, A Levin, M Loni, M Daneshtalab
Proceedings of the 16th International Joint Conference on Computer Vision …, 2021
42021
Design Challenges in Hardware Development of Time-Sensitive Networking: A Research Plan.
A Ghaderi, M Daneshtalab, M Ashjaei, M Loni, S Mubeen, M Sjödin
CPS Summer School, PhD Workshop, 29-38, 2019
42019
Learning activation functions for adversarial attack resilience in cnns
M Salimi, M Loni, M Sirjani
International Conference on Artificial Intelligence and Soft Computing, 203-214, 2023
32023
Saraf: Searching for adversarial robust activation functions
M Salimi, M Loni, M Sirjani, A Cicchetti, S Abbaspour Asadollah
Proceedings of the 2023 6th International Conference on Machine Vision and …, 2023
32023
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