RUOSPO, ANNACHIARA

RUOSPO, ANNACHIARA  

Dipartimento di Automatica e Informatica  

041203  

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A Survey on Deep Learning Resilience Assessment Methodologies / Ruospo, Annachiara; Sanchez, Ernesto; Matana Luza, Lucas; Dilillo, Luigi; Traiola, Marcello; Bosio, Alberto. - In: COMPUTER. - ISSN 0018-9162. - ELETTRONICO. - (In corso di stampa). In corso di stampa Ruospo, AnnachiaraSanchez, Ernesto + A_Survey_on_Deep_Learning_Resilience_Assessment_Methodologies_CR.pdf
Reliability and Security Assessment of Modern Embedded Devices / Ruospo, Annachiara. - (2022 Jul 05), pp. 1-193. 5-lug-2022 RUOSPO, ANNACHIARA conv_phd_thesis.pdfconv_phd_thesis_summary.pdf
Design, Verification, Test, and In-Field Implications of Approximate Digital Integrated Circuits / Bosio, Alberto; Di Carlo, Stefano; Girard, Patrick; Ruospo, Annachiara; Sanchez, Ernesto; Savino, Alessandro; Sekanina, Lukas; Traiola, Marcello; Vasicek, Zdenek; Virazel, Arnaud. - STAMPA. - (2022), pp. 349-385. [10.1007/978-3-030-94705-7_12] 1-gen-2022 Bosio, AlbertoDi Carlo, StefanoRuospo, AnnachiaraSanchez, ErnestoSavino, Alessandro + chapter12.pdfprinted-chapter.pdf
Test, Reliability and Functional Safety trends for Automotive System-on-Chip / Angione, F.; Appello, D.; Aribido, J.; Bellarmino, N.; Bernardi, P.; Cantoro, R.; de Sio, C.; Foscale, T.; Gavarini, G.; Huch, M.; Kilian, T; Mariani, R.; Martone, R.; Ruospo, A.; Sanchez, E.; Schlichtmann, U.; Squillero, G.; Sonza Reorda, M.; Sterpone, L.; Tancorre, V.; Ugioli, R.. - (2022). ((Intervento presentato al convegno IEEE European Test Symposium. 1-gen-2022 F. AngioneN. BellarminoP. BernardiR. CantoroC. de SioT. FoscaleG. GavariniA. RuospoE. SanchezG. SquilleroM. Sonza ReordaL. Sterpone + 01_ETS_special_session_ABSTRACT.pdf
Selective Hardening of Critical Neurons in Deep Neural Networks / Ruospo, Annachiara; Gavarini, Gabriele; Bragaglia, Ilaria; Traiola, Marcello; Bosio, Alberto; Sanchez, Ernesto. - ELETTRONICO. - (2022), pp. 136-141. ((Intervento presentato al convegno 25th International Symposium on Design and Diagnostics of Electronic Circuits and Systems – DDECS 2022 tenutosi a Prague, Czech Republic nel April 6 – 8, 2022 [10.1109/DDECS54261.2022.9770168]. 1-gen-2022 Ruospo, AnnachiaraGavarini, GabrieleSanchez, Ernesto + DDECS_2022__TMR_critical_neurons.pdfSelective_Hardening_of_Critical_Neurons_in_Deep_Neural_Networks.pdf
Test, Reliability and Functional Safety Trends for Automotive System-on-Chip / Angione, F.; Appello, D.; Aribido, J.; Athavale, J.; Bellarmino, N.; Bernardi, P.; Cantoro, R.; De Sio, C.; Foscale, T.; Gavarini, G.; Guerrero, J.; Huch, M.; Iaria, G.; Kilian, T.; Mariani, R.; Martone, R.; Ruospo, A.; Sanchez, E.; Schlichtmann, U.; Squillero, G.; Sonza Reorda, M.; Sterpone, L.; Tancorre, V.; Ugioli, R.. - (2022), pp. 1-10. ((Intervento presentato al convegno 2022 IEEE European Test Symposium (ETS) tenutosi a Barcelona (Spain) nel 01 July 2022 [10.1109/ETS54262.2022.9810388]. 1-gen-2022 F. AngioneN. BellarminoP. BernardiR. CantoroC. De SioT. FoscaleG. GavariniJ. GuerreroG. IariaR. MarianiA. RuospoG. SquilleroM. Sonza ReordaL. Sterpone + 2022_ETS_SpecialSession.pdfTest_Reliability_and_Functional_Safety_Trends_for_Automotive_System-on-Chip.pdf
Machine Learning for Hardware Security: Classifier-based Identification of Trojans in Pipelined Microprocessors / Damljanovic, Aleksa; Ruospo, Annachiara; Ernesto, Sanchez; Squillero, Giovanni. - In: APPLIED SOFT COMPUTING. - ISSN 1568-4946. - ELETTRONICO. - 116:(2022), pp. 1-16. [https://doi.org/10.1016/j.asoc.2021.108068] 1-gen-2022 Aleksa DamljanovicAnnachiara RuospoErnesto SanchezGiovanni Squillero HT_ML_Elsevier.pdf1-s2.0-S1568494621009753-main.pdf
Open-Set Recognition: an Inexpensive Strategy to Increase DNN Reliability / Gavarini, Gabriele; Stucchi, Diego; Ruospo, Annachiara; Boracchi, Giacomo; Sanchez, Ernesto. - ELETTRONICO. - (2022). ((Intervento presentato al convegno The 28th IEEE International Symposium on On-Line Testing and Robust System Design (IOLTS 2022) tenutosi a Torino nel September, 12th-14th 2022 [10.1109/IOLTS56730.2022.9897805]. 1-gen-2022 Gavarini, GabrieleRuospo, AnnachiaraSanchez, Ernesto + postPrintIOLTS.pdfOpen-Set_Recognition_an_Inexpensive_Strategy_to_Increase_DNN_Reliability.pdf
Pros and Cons of Fault Injection Approaches for the Reliability Assessment of Deep Neural Networks / Ruospo, Annachiara; Matana Luza, Lucas; Bosio, Alberto; Traiola, Marcello; Dilillo, Luigi; Ernesto, Sanchez. - ELETTRONICO. - (2021), pp. 1-5. ((Intervento presentato al convegno LATS 2021 : IEEE Latin-American Test Symposium tenutosi a Punta del Este, Uruguay nel Oct 27, 2021 - Oct 29, 2021 [10.1109/LATS53581.2021.9651807]. 1-gen-2021 Annachiara RuospoErnesto Sanchez + 2021_LATS_CR.pdfPros_and_Cons_of_Fault_Injection_Approaches_for_the_Reliability_Assessment_of_Deep_Neural_Networks.pdf
Emulating the Effects of Radiation-Induced Soft-Errors for the Reliability Assessment of Neural Networks / Matana Luza, Lucas; Ruospo, Annachiara; Soderstrom, Daniel; Cazzaniga, Carlo; Kastriotou, Maria; Sanchez, Ernesto; Bosio, Alberto; Dilillo, Luigi. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - ELETTRONICO. - (2021). [10.1109/TETC.2021.3116999] 1-gen-2021 Ruospo, AnnachiaraSanchez, Ernesto + 2021_TETC___Emulating_the_Effects_of_Radiation_Induced_Soft_Errors_for_the_Reliability_Assessment_of_Neural_Networks.pdfPUBLISHED_Emulating_the_Effects_of_Radiation-Induced_Soft-Errors_for_the_Reliability_Assessment_of_Neural_Networks.pdf
A Model-Based Framework to Assess the Reliability of Safety-Critical Applications / Matana Luza, Lucas; Ruospo, Annachiara; Bosio, Alberto; Ernesto, Sanchez; Dilillo, Luigi. - ELETTRONICO. - (2021), pp. 41-44. ((Intervento presentato al convegno 2021 24th International Symposium on Design and Diagnostics of Electronic Circuits & Systems (DDECS) tenutosi a Vienna, Austria nel 7-9 April 2021 [10.1109/DDECS52668.2021.9417059]. 1-gen-2021 Annachiara RuospoErnesto Sanchez + 2021_DDECS___preprint.pdf09417059_postprint.pdf
On the Reliability Assessment of Artificial Neural Networks Running on AI-Oriented MPSoCs / Ruospo, Annachiara; Ernesto, Sanchez. - In: APPLIED SCIENCES. - ISSN 2076-3417. - ELETTRONICO. - 11:14(2021). [10.3390/app11146455] 1-gen-2021 Annachiara RuospoErnesto Sanchez applsci-11-06455.pdfOn_the_Reliability_Assessment_of_Artificial_Neural_Networks_Running_on_AI_Oriented_MPSoCs_final.pdf
Investigating data representation for efficient and reliable Convolutional Neural Networks / Ruospo, Annachiara; Sanchez, Ernesto; Traiola, Marcello; O’Connor, Ian; Bosio, Alberto. - In: MICROPROCESSORS AND MICROSYSTEMS. - ISSN 0141-9331. - ELETTRONICO. - 86:(2021), p. 104318. [10.1016/j.micpro.2021.104318] 1-gen-2021 Ruospo, AnnachiaraSanchez, Ernesto + FINAL_POSTPRODUCTION_PUBLISHED.pdf
A Suitability analysis of software based testing strategies for the on-line testing of artificial neural networks applications in embedded devices / Ruospo, A.; Piumatti, D.; Floridia, A.; Sanchez, E.. - ELETTRONICO. - (2021), pp. 1-6. ((Intervento presentato al convegno 27th IEEE International Symposium on On-Line Testing and Robust System Design, IOLTS 2021 tenutosi a Torino, Italy nel 2021 [10.1109/IOLTS52814.2021.9486704]. 1-gen-2021 Ruospo A.Piumatti D.Floridia A.Sanchez E. FINAL_PUBLISHED.pdf
A Benchmark Suite of RT-level Hardware Trojansfor Pipelined Microprocessor Cores / Damljanovic, Aleksa; Ruospo, Annachiara; Sanchez Sanchez, Ernesto; Squillero, Giovanni. - ELETTRONICO. - (2021). ((Intervento presentato al convegno 24th IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS) tenutosi a Vienna, Austria nel April 7-9. 1-gen-2021 Damljanovic, AleksaRuospo, AnnachiaraSanchez Sanchez, ErnestoSquillero, Giovanni Trojan2021_DDECS_.pdf
A Pipelined Multi-Level Fault Injector for Deep Neural Networks / Ruospo, Annachiara; Balaara, Angelo; Bosio, Alberto; Ernesto, Sanchez. - ELETTRONICO. - (2020). ((Intervento presentato al convegno IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT) tenutosi a ESA-ESRIN, Frascati (Rome) Italy nel October 19 – October 21, 2020 [10.1109/DFT50435.2020.9250866]. 1-gen-2020 Annachiara RuospoAngelo BalaaraAlberto BosioErnesto Sanchez DFT_2020_CR_FINAL.pdf
Special Session: AutoSoC - A Suite of Open-Source Automotive SoC Benchmarks / Da Silva, F. A.; Cagri Bagbaba, A.; Ruospo, A.; Mariani, R.; Kanawati, G.; Sanchez, E.; Reorda, M. S.; Jenihhin, M.; Hamdioui, S.; Sauer, C.. - ELETTRONICO. - 2020-:(2020), pp. 1-9. ((Intervento presentato al convegno 38th IEEE VLSI Test Symposium, VTS 2020 tenutosi a usa nel 2020 [10.1109/VTS48691.2020.9107599]. 1-gen-2020 Ruospo A.Sanchez E.Reorda M. S.Hamdioui S. + autosoc.pdfAutoSoC___VTS_Special_Session_postprint.pdf
Deterministic Cache-based Execution of On-line Self-Test Routines in Multi-core Automotive System-on-Chips / Floridia, Andrea; Carmona, Tzamn Melendez; Piumatti, Davide; Ruospo, Annachiara; Sanchez, Ernesto; Luca, Sergio De; Martorana, Rosario; Pernice, Mose Alessandro. - ELETTRONICO. - (2020), pp. 1235-1240. ((Intervento presentato al convegno 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE) tenutosi a Grenoble, France nel 9-13 March, 2020 [10.23919/DATE48585.2020.9116239]. 1-gen-2020 Floridia, AndreaPiumatti, DavideRuospo, AnnachiaraSanchez, Ernesto + DATE_CACHES.pdfpost_print_IEEE.pdf
Simulation and Formal: The Best of Both Domains for Instruction Set Verification of RISC-V Based Processors / Duran, Ckristian; Morales, Hanssel; Rojas, Camilo; Ruospo, Annachiara; Ernesto, Sanchez; Roa, Elkim. - ELETTRONICO. - (2020). ((Intervento presentato al convegno IEEE International Symposium on Circuits and Systems (ISCAS) tenutosi a Virtual Event nel from October 10 to October 21 2020 [10.1109/ISCAS45731.2020.9180589]. 1-gen-2020 Annachiara RuospoErnesto Sanchez + ISCAS_2020_Simulation_n_Formal_Camera.pdf09180589.pdf
Evaluating Convolutional Neural Networks Reliability depending on their Data Representation / Ruospo, Annachiara; Bosio, Alberto; Ianne, Alessandro; Ernesto, Sanchez. - ELETTRONICO. - (2020), pp. 672-679. ((Intervento presentato al convegno Euromicro Conference on Digital System Design (DSD) 2020 tenutosi a Kranj, Slovenia (virtual event) nel August 26 – 28, 2020 [10.1109/DSD51259.2020.00109]. 1-gen-2020 Annachiara RuospoAlberto BosioAlessandro IanneErnesto Sanchez 09217880_POSTPRINT.pdfDSD_ACK_CR.pdf