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BUSSOLINO PANGERZ, BEATRICE
Dipartimento di Elettronica e Telecomunicazioni
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RoHNAS: A Neural Architecture Search Framework with Conjoint Optimization for Adversarial Robustness and Hardware Efficiency of Convolutional and Capsule Networks
2022 Marchisio, Alberto; Mrazek, Vojtech; Massa, Andrea; Bussolino, Beatrice; Martina, Maurizio; Shafique, Muhammad
An Updated Survey of Efficient Hardware Architectures for Accelerating Deep Convolutional Neural Networks
2020 Capra, Maurizio; Bussolino, Beatrice; Marchisio, Alberto; Shafique, Muhammad; Masera, Guido; Martina, Maurizio
Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead
2020 Capra, M.; Bussolino, B.; Marchisio, A.; Masera, G.; Martina, M.; Shafique, M.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| RoHNAS: A Neural Architecture Search Framework with Conjoint Optimization for Adversarial Robustness and Hardware Efficiency of Convolutional and Capsule Networks / Marchisio, Alberto; Mrazek, Vojtech; Massa, Andrea; Bussolino, Beatrice; Martina, Maurizio; Shafique, Muhammad. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 10:(2022), pp. 109043-109055. [10.1109/ACCESS.2022.3214312] | 1-gen-2022 | Bussolino, BeatriceMartina, Maurizio + | RoHNAS_A_Neural_Architecture_Search_Framework_with_Conjoint_Optimization_for_Adversarial_Robustness_and_Hardware_Efficiency_of_Convolutional_and_Capsule_Networks.pdf; Bussolino-RoHNAS.pdf |
| An Updated Survey of Efficient Hardware Architectures for Accelerating Deep Convolutional Neural Networks / Capra, Maurizio; Bussolino, Beatrice; Marchisio, Alberto; Shafique, Muhammad; Masera, Guido; Martina, Maurizio. - In: FUTURE INTERNET. - ISSN 1999-5903. - ELETTRONICO. - 12:7(2020), pp. 113-134. [10.3390/fi12070113] | 1-gen-2020 | Capra, MaurizioBussolino, BeatriceMasera, GuidoMartina, Maurizio + | futureinternet-12-00113.pdf |
| Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead / Capra, M.; Bussolino, B.; Marchisio, A.; Masera, G.; Martina, M.; Shafique, M.. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 8:(2020), pp. 225134-225180. [10.1109/ACCESS.2020.3039858] | 1-gen-2020 | Capra M.Bussolino B.Masera G.Martina M. + | articolo_pubblicato.pdf |