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AdAM: Adaptive Approximate Multiplier for Fault Tolerance in DNN AcceleratorsTaheri, Mahdi; Cherezova, Natalia; Nazari, Samira; Azarpeyvand, Ali; Ghasempouri, Tara; Daneshtalab, Masoud; Raik, Jaan; Jenihhin, MaksimIEEE transactions on device and materials reliability2024 / p. 66-75 : ill https://doi.org//10.1109/TDMR.2024.3523386

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

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AdAM: adaptive fault-tolerant approximate multiplier for edge DNN acceleratorsTaheri, Mahdi; Cherezova, Natalia; Nazari, Samira; Rafiq, Ahsan; Azarpeyvand, Ali; Ghasempouri, Tara; Daneshtalab, Masoud; Raik, Jaan; Jenihhin, Maksim2024 IEEE European Test Symposium (ETS): ETS 2024 : May 20-24, 2024, The Hague, Netherlands : proceedings2024 https://doi.org/10.1109/ETS61313.2024.10567161 Conference Proceedings at Scopus Article at Scopus Article at WOS

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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

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book article

Aerial imagery terrain classification for long-range autonomous navigationHudjakov, Robert; Tamre, MartProceedings of International Symposium on Optomechatronic Technologies : ISOT 20092009 / p. 88-91 https://ieeexplore.ieee.org/document/5326104

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Aerial imagery terrain classification for long-range autonomous navigationHudjakov, Robert; Tamre, MartProceedings of the 7th International Conference of DAAAM Baltic Industrial Engineering : 22-24th April 2010, Tallinn, Estonia. [II]2010 / p. 530-535 : ill

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American sign language character recognition using convolutional neural networksAbdullah, Atesam; Ali, Nisar; Ali, Raja Hashim; Abideen, Zain Ul; Ijaz, Ali Zeeshan; Bais, Abdul2023 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE) : Regina, SK, Canada, 24-27 September 20232023 / p. 165-169 https://doi.org/10.1109/CCECE58730.2023.10288799

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An enhanced situational awareness of a mission for an autonomous vehicle by multirate controlAstrov, Igor; Pedai, AndrusProceedings of the 5th WSEAS International Conference on Dynamical Systems and Control : CONTROL'09 : La Laguna, Spain, July 1-3, 20092009 / p. 33-39 https://www.researchgate.net/publication/228809791_An_enhanced_situational_awareness_of_a_mission_for_an_autonomous_underwater_vehicle_by_multirate_control

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Analysis and improvement of resilience for long short-term memory neural networksAhmadilivani, Mohammad Hasan; Raik, Jaan; Daneshtalab, Masoud; Kuusik, Alar2023 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT)2023 / 4 p https://doi.org/10.1109/DFT59622.2023.10313559

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

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ANN-LSTM based tool for photovoltaic power forecastingZahraoui, Younes; Korõtko, Tarmo; Mekhilef, Saad; Rosin, Argo2024 4th International Conference on Smart Grid and Renewable Energy (SGRE) : proceedings2024 / 6 p. : ill https://doi.org/10.1109/SGRE59715.2024.10428969

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Application of neural networks based ANARX structure to backing up control of a truck-trailer [Electronic resource]Belikov, Juri; Petlenkov, Eduard; Nõmm, Sven6th IFAC Symposium on Intelligent Autonomous Vehicles : IFAC \IAV 2007 : September 3-5, 2007, Touluse, France : symposium proceedings CD ROM2007 / [5] p. [CD-ROM] https://www.sciencedirect.com/science/article/pii/S147466701634647X

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Applications of artificial neural networks (ANN) to machining process planningWang, Kesheng; Lei, Bing; Papstel, JüriInternational DAAAM : [DAAAM National Estonia] : proceedings of the 1st International Conference, 25-27th September 1997, Tallinn, Estonia1997 / p. 95-100: ill

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APPRAISER : DNN fault resilience analysis employing approximation errorsTaheri, Mahdi; Ahmadilivani, Mohammad Hasan; Jenihhin, Maksim; Daneshtalab, Masoud; Raik, Jaan2023 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)2023 / p. 124−127 : ill https://ddecs2023.taltech.ee/ https://doi.org//10.1109/DDECS57882.2023.10139468

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

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journal article

Artificial neural networks and evolutionary algorithms in engineering designVelsker, Tarmo; Majak, Jüri; Pohlak, Meelis; Eerme, Martin; Karjust, KristoJournal of achievements in materials and manufacturing engineering2011 / p. 88-95 : ill

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Artificial neural networks and genetic algorithms in engineering designMajak, Jüri; Pohlak, Meelis; Eerme, Martin; Küttner, Rein; Karjust, KristoInternational Conference on Engineering Optimization (EngOpt 2008) : Rio de Janeiro, Brazil, 2008 : conference proceedings2008 / [11 p] : ill https://www.researchgate.net/publication/253023189_Artificial_neural_networks_and_genetic_algorithms_in_engineering_design

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dissertation

Assessment and Enhancement of Hardware Reliability for Deep Neural Networks = Riistvara töökindluse hindamine ja täiustamine süvanärvivõrkude jaoksAhmadilivani, Mohammad Hasan2025 https://www.ester.ee/record=b5739227*est https://digikogu.taltech.ee/et/Item/652d50e3-773f-4de5-897d-86531feb0d56 https://doi.org/10.23658/taltech.19/2025

dissertation

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Automated neural network model selection algorithm for feedback linearization based controlVassiljeva, Kristina; Petlenkov, Eduard; Belikov, JuriBEC 2010 : 2010 12th Biennial Baltic Electronics Conference : proceedings of the 12th Biennial Baltic Electronics Conference : Tallinn University of Technology, October 4-6, 2010, Tallinn, Estonia2010 / p. 235-238 : ill

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Automated training set size reduction for detection of small and thin objectsPihlak, Rene; Riid, Andri12th International Conference on Information Systems and Advanced Technologies "ICISAT 2022" : Intelligent Information, Data Science and Decision Support System2023 / p. 423-433 https://doi.org/10.1007/978-3-031-25344-7_39 Conference Proceedings at Scopus Article at Scopus

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Automatic asphalt pavement crack detection and classification using neural networksSaar, Tõnis; Talvik, OttBEC 2010 : 2010 12th Biennial Baltic Electronics Conference : proceedings of the 12th Biennial Baltic Electronics Conference : Tallinn University of Technology, October 4-6, 2010, Tallinn, Estonia2010 / p. 345-348 : ill

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The bearing faults detection methods for electrical machines — the state of the artKhan, Muhammad Amir; Asad, Bilal; Kudelina, Karolina; Vaimann, Toomas; Kallaste, AntsEnergies2023 / art. 296 https://doi.org/10.3390/en16010296 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Camera-LiDAR fusion based object segmentation in adverse weather conditions for autonomous drivingGu, Junyi; Bellone, Mauro; Lind, Artjom2024 19th Biennial Baltic Electronics Conference (BEC)2024 https://doi.org/10.1109/BEC61458.2024.10737955 Conference proceedings at Scopus Article at Scopus Article at WOS

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Challenges in using neural networks in safety-critical applicationsForsberg, H.; Linden, Jan; Hjorth, J.; Manefjord, T.; Daneshtalab, MasoudAIAA/IEEE Digital Avionics Systems Conference - Proceedings, 2020 AIAA/IEEE 39th Digital Avionics Systems Conference (DASC), Virtual Conference, October 11-16, 2020 : Proceedings2020 / 7 p https://doi.org/10.1109/DASC50938.2020.9256519

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journal article

Charge Diagnostics and State Estimation of Battery Energy Storage Systems Through Transformer ModelsZequera, Rolando Antonio Gilbert; Rassõlkin, Anton; Vaimann, Toomas; Kallaste, AntsIEEE Access2025 / p. 17733–17744 : ill https://doi.org//10.1109/ACCESS.2025.3532858

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Artificial Intelligence-Based Predictive Analytics for Battery Energy Storage Systems in Electric Vehicle Applications = Tehisintellektil põhinev ennustav andmeanalüüs akupõhiste energiasalvestussüsteemide jaoks elektrisõidukites

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book article

Circuit complexity problems of integrated programmable cellular neural networksPorra, Veikko; Paasio, Ari; Halonen, KariBEC : Baltic Electronics Conference : proceedings of the 4th Biennial Conference, October 9-14, 1994, Tallinn (Estonia). 21994 / p. 411-416: ill https://www.ester.ee/record=b2150914*est

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CNN-Transformer Hybrid Model Towards Automated Droplet Image Quality Assessment of Portable Imaging Flow CytometerAfrin, Fariha; Ndubuisi Ezechukwu, Dismas; Le Moullec, Yannick; Pardy, Tamas; Rang, Toomas; Koel, AntsIEEE EUROCON 2025 - 21st International Conference on Smart Technologies2025 / 6 p https://doi.org//10.1109/EUROCON64445.2025.11073334

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Microﬂuidic Droplet Detection, Classiﬁcation and Quality Assessment for Embedded Flow Cytometry Systems = Tilkade tuvastamine mikroﬂuidikas, nende klassiﬁtseerimine ja kvaliteedi hindamine sardsetes voolutsütomeetria süsteemides

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Combined method to visualize and reduce dimensionality of the financial data setsKirt, ToomasDatabases and information systems : proceedings of the Fifth International Baltic Conference : Baltic DB & IS 2002 : Tallinn, June 3-6, 2002. Vol. 22002 / p. 255-262 : ill

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Comment on "Solitons in the Heimburg-Jackson model of sound propagation in lipid bilayers are enabled by dispersion of a stiff membrane" by M. Drab et al.Peets, Tanel; Tamm, Kert; Engelbrecht, JüriThe European physical journal E2023 / art. 34 https://doi.org/10.1140/epje/s10189-023-00299-2 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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