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ELC-ECG: efficient LSTM cell for ECG classification based on quantized architectureMirsalari, Seyed Ahmad; Nazari, Najmeh; Ansarmohammadi, Seyed Ali; Sinaei, Sima; Salehi, Mostafa E.; Daneshtalab, Masoud2021 IEEE International Symposium on Circuits and Systems (ISCAS), Daegu, Korea May 22-28, 2021 : proceedings2021 / 5 p https://doi.org/10.1109/ISCAS51556.2021.9401261 Conference Proceedings at Scopus Article at Scopus Article at WOS

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End-to-end Timing Model Extraction from TSN-Aware Distributed Vehicle SoftwareHoutan, Bahar; Aybek, Mehmet Onur; Ashjaei, Mohammad; Daneshtalab, Masoud; Sjödin, Mikael; Mubeen, Saad48th Euromicro Conference on Software Engineering and Advanced Applications : SEAA 2022 : proceedings2022 / p. 366-369 https://doi.org/10.1109/SEAA56994.2022.00064

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End-to-end timing modeling and analysis of TSN in component-based vehicular softwareHoutan, Bahar; Aybek, Mehmet Onur; Ashjaei, Mohammad; Daneshtalab, Masoud; Sjödin, Mikael; Lundbäck, John; Mubeen, Saad2023 IEEE 26th International Symposium on Real-Time Distributed Computing (ISORC)2023 / p. 126-135 https://doi.org/10.1109/ISORC58943.2023.00025

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Enhancing fault resilience of QNNs by selective neuron splittingAhmadilivani, Mohammad Hasan; Taheri, Mahdi; Raik, Jaan; Daneshtalab, Masoud; Jenihhin, Maksim2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS)2023 / 5 p. : ill https://doi.org/10.1109/AICAS57966.2023.10168633

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Evaluating the robustness of ML models to out-of-distribution data through similarity analysisLindén, Joakim; Forsberg, Håkan; Daneshtalab, Masoud; Söderquist, IngemarNew Trends in Database and Information Systems; ADBIS 2023 Short Papers, Doctoral Consortium and Workshops: AIDMA, DOING, K-Gals, MADEISD, PeRS, Barcelona, Spain, September 4–7, 2023, Proceedings2023 / p. 348 - 359 https://doi.org/10.1007/978-3-031-42941-5_30

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31

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Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN AcceleratorsTaheri, Mahdi; Cherezova, Natalia; Ansari, Mohammad Saeed; Jenihhin, Maksim; Mahani, Ali; Daneshtalab, Masoud; Raik, Jaan25th International Symposium on Quality Electronic Design (ISQED)2025 / 8 p. : ill https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10528372

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Related publications 1

Methods for reliability assessment and enhancement of deep neural networks hardware accelerators = Süvanärvivõrkude riistvara kiirendite töökindluse hindamine ja täiustamine

32

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FaCT-LSTM : fast and compact ternary architecture for LSTM recurrent neural networksMirsalari, Seyed Ahmad; Nazari, Najmeh; Sinaei, Sima; Salehi, Mostafa E.; Daneshtalab, MasoudIEEE design & test2022 / p. 45-53 https://doi.org/10.1109/MDAT.2021.3070245

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FARMUR: fair adversarial retraining to mitigate unfairness in robustnessMousavi, Seyed Ali; Mousavi, Hamid; Daneshtalab, MasoudAdvances in Databases and Information Systems: 27th European Conference, ADBIS 2023, Barcelona, Spain, September 4–7, 2023 : proceedings2023 / p. 133-145 https://doi.org/10.1007/978-3-031-42914-9_10 Conference proceedings at Scopus Article at Scopus

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34

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FastStereoNet : A fast neural architecture search for improving the inference of disparity estimation on resource-limited platformsLoni, Mohammad; Zoljodi, Ali; Majd, Amin; Ahn, Byung Hoon; Daneshtalab, Masoud; Sjödin, Mikael; Esmaeilzadeh, HadiIEEE Transactions on Systems, Man, and Cybernetics : Systems2022 / p. 5222-5234 : ill https://doi.org/10.1109/TSMC.2021.3123136 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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FORTUNE: A Negative Memory Overhead Hardware-Agnostic Fault TOleRance TechniqUe in DNNsNazari, Samira; Taheri, Mahdi; Azarpeyvand, Ali; Afsharchi, Mohsen; Ghasempouri, Tara; Herglotz, Christian; Daneshtalab, Masoud; Jenihhin, Maksim2024 IEEE 33rd Asian Test Symposium (ATS)2024 / p. 1-6 : ill https://doi.org//10.1109/ATS64447.2024.10915463

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Related publications 1

Methods for reliability assessment and enhancement of deep neural networks hardware accelerators = Süvanärvivõrkude riistvara kiirendite töökindluse hindamine ja täiustamine

36

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Guest editorial : Special issue on parallel, distributed, and network-based processing in next-generation embedded systemsMubeen, Saad; Lo Bello, Lucia; Daneshtalab, Masoud; Saponara, SergioJournal of Systems Architecture : the EUROMICRO Journal2021 / art. 102159 https://doi.org/10.1016/j.sysarc.2021.102159

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37

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Improving motion safety and efficiency of intelligent autonomous swarm of dronesMajd, Amin; Loni, Mohammad; Sahebi, Golnaz; Daneshtalab, MasoudDrones2020 / art. 48, 19 p. : ill https://doi.org/10.3390/drones4030048

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Investigating and analyzing CAN-to-TSN gateway forwarding techniquesBerisa, Aldin; Ashjaei, Mohammad; Daneshtalab, Masoud; Sjödin, Mikael; Mubeen, Saad2023 IEEE 26th International Symposium on Real-Time Distributed Computing : ISORC 2023 : Nashville, Tennessee, USA, 23-25 May 2023 : proceedings2023 / p. 136-145 https://doi.org/10.1109/ISORC58943.2023.00026

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Keynote: cost-efficient reliability for Edge-AI chipsJenihhin, Maksim; Taheri, Mahdi; Cherezova, Natalia; Ahmadilivani, Mohammad Hasan; Selg, Hardi; Jutman, Artur; Shibin, Konstantin; Tsertov, Anton; Devadze, Sergei; Kodamanchili, Rama Mounika; Rafiq, Ahsan; Raik, Jaan; Daneshtalab, Masoud2024 IEEE 25th Latin American Test Symposium (LATS)2024 / 2 p https://doi.org/10.1109/LATS62223.2024.10534610 Article at Scopus

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Methods for reliability assessment and enhancement of deep neural networks hardware accelerators = Süvanärvivõrkude riistvara kiirendite töökindluse hindamine ja täiustamine

40

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Message from Program Co-Chairs: PDP 2020Daneshtalab, Masoud; Brorsson, Mats2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing : PDP 2020, Västerås, Sweden, 11-13 March 20202020 / 1 p https://doi.org/10.1109/PDP50117.2020.00006

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41

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Methods for reliability assessment and enhancement of deep neural networks hardware accelerators = Süvanärvivõrkude riistvara kiirendite töökindluse hindamine ja täiustamineTaheri, Mahdi2025 https://www.ester.ee/record=b5728368*est https://digikogu.taltech.ee/et/Item/9cf79768-17bc-44ec-a828-e4ccf6cf93f1 https://doi.org/10.23658/taltech.4/2025

dissertation

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Multi-level binarized LSTM in EEG classification for wearable devicesNazari, N.; Mirsalari, Seyed Ahmad; Sinaei, S.; Salehi, M.E.; Daneshtalab, Masoud2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing : PDP 2020, Västerås, Sweden, 11-13 March 20202020 / p. 175-181 https://doi.org/10.1109/PDP50117.2020.00033

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Network-on-ReRAM for scalable processing-in-memory architecture designDabiri, Bita; Modarressi, Mehdi; Daneshtalab, Masoud24th Euromicro Conference on Digital System Design (DSD)2021 https://doi.org/10.1109/DSD53832.2021.00031

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NeuroPIM: felxible neural accelerator for processing-in-memory architecturesBidgoli, Ali Monavari; Fattahi, Sepideh; Rezaei, Seyyed Hossein Seyyedaghaei; Modarressi, Mehdi; Daneshtalab, Masoud2023 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS) : May 3-5, 2023, Tallin, Estonia : proceedings2023 / p. 51-56 https://doi.org/10.1109/DDECS57882.2023.10139567

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NoM: network-on-memory for inter-bank data transfer in highly-banked memoriesRezaei, S.H.S.A.; Modarressi, M.; Ausavarungnirun, R.; Sadrosadati, M.; Mutlu, O.; Daneshtalab, MasoudIEEE computer architecture letters2020 / p. 80-83 http://dx.doi.org/10.1109/LCA.2020.2990599

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Preface from General Co-Chairs: PDP 2020Daneshtalab, Masoud; Francesco, L.; Sjodin, Mikael2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing : PDP 2020, Västerås, Sweden, 11-13 March 20202020 / 1 p https://doi.org/10.1109/PDP50117.2020.00005

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ProAct: Progressive Training for Hybrid Clipped Activation Function to Enhance Resilience of DNNsMousavi, Seyedhamidreza; Ahmadilivani, Mohammad Hasan; Raik, Jaan; Jenihhin, Maksim; Daneshtalab, MasoudarXiv.org2024 / 12 p. : ill https://doi.org/10.48550/arXiv.2406.06313

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Related publications 1

Assessment and Enhancement of Hardware Reliability for Deep Neural Networks = Riistvara töökindluse hindamine ja täiustamine süvanärvivõrkude jaoks

48

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QoS-MAN : a novel QoS mapping algorithm for TSN-5G flowsSatka, Zenepe; Ashjaei, Mohammad; Fotouhi, Hossein; Daneshtalab, Masoud; Sjodin, Mikael; Mubeen, Saad2022 IEEE 28th International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA)2022 / p. 220-227 https://doi.org/10.1109/RTCSA55878.2022.00030

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Review, analysis, and implementation of path selection strategies for 2D NoCsSingh, Rajendra; Bohra, Manoj Kumar; Hemrajani, Prashant; Kalla, Anshuman; Bhatt, Devershi Pallavi; Purohit, Nitin; Daneshtalab, MasoudIEEE Access2022 / p. 129245 - 129268 https://doi.org/10.1109/ACCESS.2022.3227460 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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RoCo-NAS : robust and compact neural architecture searchGeraeinejad, Vahid; Sinaei, Sima; Modarressi, Mehdi; Daneshtalab, Masoud2021 International Joint Conference on Neural Networks (IJCNN) : proceedings2021 / 8 l https://doi.org/10.1109/IJCNN52387.2021.9534460 Conference Proceedings at Scopus Article at Scopus Article at WOS

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Daneshtalab, Masoud (author)

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