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Link to original content: https://dblp.dagstuhl.de/pid/325/7571.ris
Provider: Schloss Dagstuhl - Leibniz Center for Informatics Database: dblp computer science bibliography Content:text/plain; charset="utf-8" TY - JOUR ID - DBLP:journals/csur/AhmadilivaniTRDJ24 AU - Ahmadilivani, Mohammad Hasan AU - Taheri, Mahdi AU - Raik, Jaan AU - Daneshtalab, Masoud AU - Jenihhin, Maksim TI - A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks. JO - ACM Comput. Surv. VL - 56 IS - 6 SP - 141:1 EP - 141:39 PY - 2024/06/ DO - 10.1145/3638242 UR - https://doi.org/10.1145/3638242 ER - TY - CPAPER ID - DBLP:conf/iolts/AhmadilivaniMRD24 AU - Ahmadilivani, Mohammad Hasan AU - Mousavi, Seyedhamidreza AU - Raik, Jaan AU - Daneshtalab, Masoud AU - Jenihhin, Maksim TI - Cost-Effective Fault Tolerance for CNNs Using Parameter Vulnerability Based Hardening and Pruning. BT - 30th IEEE International Symposium on On-Line Testing and Robust System Design, IOLTS 2024, Rennes, France, July 3-5, 2024 SP - 1 EP - 7 PY - 2024// DO - 10.1109/IOLTS60994.2024.10616072 UR - https://doi.org/10.1109/IOLTS60994.2024.10616072 ER - TY - CPAPER ID - DBLP:conf/latw/JenihhinTCASJSTDKRRD24 AU - Jenihhin, Maksim AU - Taheri, Mahdi AU - Cherezova, Natalia AU - Ahmadilivani, Mohammad Hasan AU - Selg, Hardi AU - Jutman, Artur AU - Shibin, Konstantin AU - Tsertov, Anton AU - Devadze, Sergei AU - Kodamanchili, Rama Mounika AU - Rafiq, Ahsan AU - Raik, Jaan AU - Daneshtalab, Masoud TI - Keynote: Cost-Efficient Reliability for Edge-AI Chips. BT - 25th IEEE Latin American Test Symposium, LATS 2024, Maceio, Brazil, April 9-12, 2024 SP - 1 EP - 2 PY - 2024// DO - 10.1109/LATS62223.2024.10534610 UR - https://doi.org/10.1109/LATS62223.2024.10534610 ER - TY - CPAPER ID - DBLP:conf/ncdhws/RostovskiAKKA24 AU - Rostovski, Jakob AU - Ahmadilivani, Mohammad Hasan AU - Krivosei, Andrei AU - Kuusik, Alar AU - Alam, Muhammad Mahtab TI - Real-Time Gait Anomaly Detection Using 1D-CNN and LSTM. BT - Digital Health and Wireless Solutions - First Nordic Conference, NCDHWS 2024, Oulu, Finland, May 7-8, 2024, Proceedings, Part II SP - 260 EP - 278 PY - 2024// DO - 10.1007/978-3-031-59091-7_17 UR - https://doi.org/10.1007/978-3-031-59091-7_17 ER - TY - CPAPER ID - DBLP:conf/vts/AhmadilivaniBDS24 AU - Ahmadilivani, Mohammad Hasan AU - Bosio, Alberto AU - Deveautour, Bastien AU - Santos, Fernando Fernandes dos AU - Guerrero-Balaguera, Juan-David AU - Jenihhin, Maksim AU - Kritikakou, Angeliki AU - Sierra, Robert Limas AU - Pappalardo, Salvatore AU - Raik, Jaan AU - Condia, Josie E. Rodriguez AU - Reorda, Matteo Sonza AU - Taheri, Mahdi AU - Traiola, Marcello TI - Special Session: Reliability Assessment Recipes for DNN Accelerators. BT - 42nd IEEE VLSI Test Symposium, VTS 2024, Tempe, AZ, USA, April 22-24, 2024 SP - 1 EP - 11 PY - 2024// DO - 10.1109/VTS60656.2024.10538707 UR - https://doi.org/10.1109/VTS60656.2024.10538707 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2405-10658 AU - Ahmadilivani, Mohammad Hasan AU - Mousavi, Seyedhamidreza AU - Raik, Jaan AU - Daneshtalab, Masoud AU - Jenihhin, Maksim TI - Cost-Effective Fault Tolerance for CNNs Using Parameter Vulnerability Based Hardening and Pruning. JO - CoRR VL - abs/2405.10658 PY - 2024// DO - 10.48550/ARXIV.2405.10658 UR - https://doi.org/10.48550/arXiv.2405.10658 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2406-06313 AU - Mousavi, Seyedhamidreza AU - Ahmadilivani, Mohammad Hasan AU - Raik, Jaan AU - Jenihhin, Maksim AU - Daneshtalab, Masoud TI - ProAct: Progressive Training for Hybrid Clipped Activation Function to Enhance Resilience of DNNs. JO - CoRR VL - abs/2406.06313 PY - 2024// DO - 10.48550/ARXIV.2406.06313 UR - https://doi.org/10.48550/arXiv.2406.06313 ER - TY - CPAPER ID - DBLP:conf/aicas/AhmadilivaniTRDJ23 AU - Ahmadilivani, Mohammad Hasan AU - Taheri, Mahdi AU - Raik, Jaan AU - Daneshtalab, Masoud AU - Jenihhin, Maksim TI - Enhancing Fault Resilience of QNNs by Selective Neuron Splitting. BT - 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2023, Hangzhou, China, June 11-13, 2023 SP - 1 EP - 5 PY - 2023// DO - 10.1109/AICAS57966.2023.10168633 UR - https://doi.org/10.1109/AICAS57966.2023.10168633 ER - TY - CPAPER ID - DBLP:conf/ddecs/TaheriAJDR23 AU - Taheri, Mahdi AU - Ahmadilivani, Mohammad Hasan AU - Jenihhin, Maksim AU - Daneshtalab, Masoud AU - Raik, Jaan TI - APPRAISER: DNN Fault Resilience Analysis Employing Approximation Errors. BT - 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, DDECS 2023, Tallinn, Estonia, May 3-5, 2023 SP - 124 EP - 127 PY - 2023// DO - 10.1109/DDECS57882.2023.10139468 UR - https://doi.org/10.1109/DDECS57882.2023.10139468 ER - TY - CPAPER ID - DBLP:conf/dft/AhmadilivaniRDK23 AU - Ahmadilivani, Mohammad Hasan AU - Raik, Jaan AU - Daneshtalab, Masoud AU - Kuusik, Alar TI - Analysis and Improvement of Resilience for Long Short-Term Memory Neural Networks. BT - IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, DFT 2023, Juan-Les-Pins, France, October 3-5, 2023 SP - 1 EP - 4 PY - 2023// DO - 10.1109/DFT59622.2023.10313559 UR - https://doi.org/10.1109/DFT59622.2023.10313559 ER - TY - CPAPER ID - DBLP:conf/ets/AhmadilivaniTRDJ23 AU - Ahmadilivani, Mohammad Hasan AU - Taheri, Mahdi AU - Raik, Jaan AU - Daneshtalab, Masoud AU - Jenihhin, Maksim TI - DeepVigor: VulnerabIlity Value RanGes and FactORs for DNNs' Reliability Assessment. BT - IEEE European Test Symposium, ETS 2023, Venezia, Italy, May 22-26, 2023 SP - 1 EP - 6 PY - 2023// DO - 10.1109/ETS56758.2023.10174133 UR - https://doi.org/10.1109/ETS56758.2023.10174133 ER - TY - CPAPER ID - DBLP:conf/icecsys/DadrasSARS23 AU - Dadras, Iman AU - Seydi, Sakineh AU - Ahmadilivani, Mohammad Hasan AU - Raik, Jaan AU - Salehi, Mostafa E. TI - Fully-Fusible Convolutional Neural Networks for End-to-End Fused Architecture with FPGA Implementation. BT - 30th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2023, Istanbul, Turkey, December 4-7, 2023 SP - 1 EP - 5 PY - 2023// DO - 10.1109/ICECS58634.2023.10382831 UR - https://doi.org/10.1109/ICECS58634.2023.10382831 ER - TY - CPAPER ID - DBLP:conf/isqed/TaheriRAJDRSL23 AU - Taheri, Mahdi AU - Riazati, Mohammad AU - Ahmadilivani, Mohammad Hasan AU - Jenihhin, Maksim AU - Daneshtalab, Masoud AU - Raik, Jaan AU - Sjödin, Mikael AU - Lisper, Björn TI - DeepAxe: A Framework for Exploration of Approximation and Reliability Trade-offs in DNN Accelerators. BT - 24th International Symposium on Quality Electronic Design, ISQED 2023, San Francisco, CA, USA, April 5-7, 2023 SP - 1 EP - 8 PY - 2023// DO - 10.1109/ISQED57927.2023.10129353 UR - https://doi.org/10.1109/ISQED57927.2023.10129353 ER - TY - CPAPER ID - DBLP:conf/vts/AhmadilivaniBBBDTGJRRST23 AU - Ahmadilivani, Mohammad Hasan AU - Barbareschi, Mario AU - Barone, Salvatore AU - Bosio, Alberto AU - Daneshtalab, Masoud AU - Torca, Salvatore Della AU - Gavarini, Gabriele AU - Jenihhin, Maksim AU - Raik, Jaan AU - Ruospo, Annachiara AU - Sánchez, Ernesto AU - Taheri, Mahdi TI - Special Session: Approximation and Fault Resiliency of DNN Accelerators. BT - 41st IEEE VLSI Test Symposium, VTS 2023, San Diego, CA, USA, April 24-26, 2023 SP - 1 EP - 10 PY - 2023// DO - 10.1109/VTS56346.2023.10140043 UR - https://doi.org/10.1109/VTS56346.2023.10140043 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2303-06931 AU - Ahmadilivani, Mohammad Hasan AU - Taheri, Mahdi AU - Raik, Jaan AU - Daneshtalab, Masoud AU - Jenihhin, Maksim TI - DeepVigor: Vulnerability Value Ranges and Factors for DNNs' Reliability Assessment. JO - CoRR VL - abs/2303.06931 PY - 2023// DO - 10.48550/ARXIV.2303.06931 UR - https://doi.org/10.48550/arXiv.2303.06931 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2303-08226 AU - Taheri, Mahdi AU - Riazati, Mohammad AU - Ahmadilivani, Mohammad Hasan AU - Jenihhin, Maksim AU - Daneshtalab, Masoud AU - Raik, Jaan AU - Sjödin, Mikael AU - Lisper, Björn TI - DeepAxe: A Framework for Exploration of Approximation and Reliability Trade-offs in DNN Accelerators. JO - CoRR VL - abs/2303.08226 PY - 2023// DO - 10.48550/ARXIV.2303.08226 UR - https://doi.org/10.48550/arXiv.2303.08226 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2305-05750 AU - Ahmadilivani, Mohammad Hasan AU - Taheri, Mahdi AU - Raik, Jaan AU - Daneshtalab, Masoud AU - Jenihhin, Maksim TI - A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks. JO - CoRR VL - abs/2305.05750 PY - 2023// DO - 10.48550/ARXIV.2305.05750 UR - https://doi.org/10.48550/arXiv.2305.05750 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2305-19733 AU - Taheri, Mahdi AU - Ahmadilivani, Mohammad Hasan AU - Jenihhin, Maksim AU - Daneshtalab, Masoud AU - Raik, Jaan TI - APPRAISER: DNN Fault Resilience Analysis Employing Approximation Errors. JO - CoRR VL - abs/2305.19733 PY - 2023// DO - 10.48550/ARXIV.2305.19733 UR - https://doi.org/10.48550/arXiv.2305.19733 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2306-04645 AU - Ahmadilivani, Mohammad Hasan AU - Barbareschi, Mario AU - Barone, Salvatore AU - Bosio, Alberto AU - Daneshtalab, Masoud AU - Torca, Salvatore Della AU - Gavarini, Gabriele AU - Jenihhin, Maksim AU - Raik, Jaan AU - Ruospo, Annachiara AU - Sánchez, Ernesto AU - Taheri, Mahdi TI - Special Session: Approximation and Fault Resiliency of DNN Accelerators. JO - CoRR VL - abs/2306.04645 PY - 2023// DO - 10.48550/ARXIV.2306.04645 UR - https://doi.org/10.48550/arXiv.2306.04645 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-2306-09973 AU - Ahmadilivani, Mohammad Hasan AU - Taheri, Mahdi AU - Raik, Jaan AU - Daneshtalab, Masoud AU - Jenihhin, Maksim TI - Enhancing Fault Resilience of QNNs by Selective Neuron Splitting. JO - CoRR VL - abs/2306.09973 PY - 2023// DO - 10.48550/ARXIV.2306.09973 UR - https://doi.org/10.48550/arXiv.2306.09973 ER - TY - CPAPER ID - DBLP:conf/mocast/DadrasABRA22 AU - Dadras, Iman AU - Ahmadilivani, Mohammad Hasan AU - Banerji, Saoni AU - Raik, Jaan AU - Aabloo, Alvo TI - An Efficient Analog Convolutional Neural Network Hardware Accelerator Enabled by a Novel Memoryless Architecture for Insect-Sized Robots. BT - 11th International Conference on Modern Circuits and Systems Technologies, MOCAST 2022, Bremen, Germany, June 8-10, 2022 SP - 1 EP - 6 PY - 2022// DO - 10.1109/MOCAST54814.2022.9837551 UR - https://doi.org/10.1109/MOCAST54814.2022.9837551 ER -