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Application Specific Domain Co-design Hardware Accelerator IP for Deep Learning Enabled Internet-of-Things
2022 Capra, Maurizio
A Multi-Precision Bit-Serial Hardware Accelerator IP for Deep Learning Enabled Internet-of-Things
2021 Capra, Maurizio; Conti, Francesco; Martina, Maurizio
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
Assessing the feasibility of augmenting fall detection systems by relying on UWB-based position tracking and a home robot
2020 Capra, M.; Sapienza, S.; Motto Ros, P.; Serrani, A.; Martina, M.; Puiatti, A.; Bonato, P.; Demarchi, D.
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.
Low-Power Hardware Accelerator for Sparse Matrix Convolution in Deep Neural Network
2020 Anzalone, Erik; Capra, Maurizio; Peloso, Riccardo; Martina, Maurizio; Masera, Guido
Steerable-Discrete-Cosine-Transform (SDCT): Hardware Implementation and Performance Analysis
2020 Peloso, Riccardo; Capra, Maurizio; Sole, Luigi; Ruo Roch, Massimo; Masera, Guido; Martina, Maurizio
VLSI Architectures for the Steerable-Discrete-Cosine-Transform (SDCT)
2020 Sole, Luigi; Peloso, Riccardo; Capra, Maurizio; Ruo Roch, Massimo; Masera, Guido; Martina, Maurizio
Controlled microalgae culture as a reactive nitrogen filter: from ideation to prototyping
2019 Capra, Maurizio; Elena, Barone; Mario De Matteo, ; Martina, Puppi; Garg, Ravin
Edge Computing: A Survey On the Hardware Requirements in the Internet of Things World
2019 Capra, Maurizio; Peloso, Riccardo; Masera, Guido; Roch, Massimo Ruo; Martina, Maurizio
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Application Specific Domain Co-design Hardware Accelerator IP for Deep Learning Enabled Internet-of-Things / Capra, Maurizio. - (2022 Nov 15), pp. 1-138. | 15-nov-2022 | CAPRA, MAURIZIO | conv_s264427_phd_thesis_(2).pdf; conv_s264427_summary_(1).pdf |
| A Multi-Precision Bit-Serial Hardware Accelerator IP for Deep Learning Enabled Internet-of-Things / Capra, Maurizio; Conti, Francesco; Martina, Maurizio. - ELETTRONICO. - (2021), pp. 192-197. (Intervento presentato al convegno 2021 IEEE International Midwest Symposium on Circuits and Systems (MWSCAS) tenutosi a Lansing, Michigan (USA) nel 9-11/08/2021) [10.1109/MWSCAS47672.2021.9531722]. | 1-gen-2021 | Maurizio CapraMaurizio Martina + | A Multi-Precision Bit-Serial Hardware Accelerator IP for Deep Learning Enabled Internet-of-Things.pdf; Capra-Amulti.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 |
| Assessing the feasibility of augmenting fall detection systems by relying on UWB-based position tracking and a home robot / Capra, M.; Sapienza, S.; Motto Ros, P.; Serrani, A.; Martina, M.; Puiatti, A.; Bonato, P.; Demarchi, D.. - In: SENSORS. - ISSN 1424-8220. - 20:18(2020), pp. 1-22. [10.3390/s20185361] | 1-gen-2020 | Capra M.Sapienza S.Motto Ros P.Martina M.Demarchi D. + | Capra-Assessing.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 |
| Low-Power Hardware Accelerator for Sparse Matrix Convolution in Deep Neural Network / Anzalone, Erik; Capra, Maurizio; Peloso, Riccardo; Martina, Maurizio; Masera, Guido (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES). - In: Progresses in Artificial Intelligence and Neural SystemsELETTRONICO. - [s.l] : Springer, 2020. - ISBN 978-981-15-5092-8. - pp. 79-89 [10.1007/978-981-15-5093-5_8] | 1-gen-2020 | Capra, MaurizioPeloso, RiccardoMartina, MaurizioMasera, Guido + | conv_accel.pdf; Wirn2019_Progresses in Artificial Intelligence and Neural Systems_Capra.pdf |
| Steerable-Discrete-Cosine-Transform (SDCT): Hardware Implementation and Performance Analysis / Peloso, Riccardo; Capra, Maurizio; Sole, Luigi; Ruo Roch, Massimo; Masera, Guido; Martina, Maurizio. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 20:5(2020), pp. 1405-1416. [10.3390/s20051405] | 1-gen-2020 | Peloso, RiccardoCapra, MaurizioRuo Roch, MassimoMasera, GuidoMartina, Maurizio + | published_sensors-20-01405.pdf |
| VLSI Architectures for the Steerable-Discrete-Cosine-Transform (SDCT) / Sole, Luigi; Peloso, Riccardo; Capra, Maurizio; Ruo Roch, Massimo; Masera, Guido; Martina, Maurizio. - ELETTRONICO. - 627:(2020), pp. 137-143. (Intervento presentato al convegno ApplePies Applications in Electronics Pervading Industry, Environment and Society tenutosi a Pisa nel September 11-13, 2019) [10.1007/978-3-030-37277-4_16]. | 1-gen-2020 | Peloso, RiccardoCapra, MaurizioRuo Roch, MassimoMasera, GuidoMartina, Maurizio + | main.pdf; Sole2020_Chapter_VLSIArchitecturesForTheSteerab.pdf |
| Controlled microalgae culture as a reactive nitrogen filter: from ideation to prototyping / Capra, Maurizio; Elena, Barone; Mario De Matteo, ; Martina, Puppi; Garg, Ravin. - In: CERN IDEASQUARE JOURNAL OF EXPERIMENTAL INNOVATION. - ISSN 2413-9505. - Vol. 3:(2019), pp. 27-32. [10.23726/cij.2019.879] | 1-gen-2019 | Maurizio CapraGARG, RAVIN + | 879-3922-2-PB.pdf |
| Edge Computing: A Survey On the Hardware Requirements in the Internet of Things World / Capra, Maurizio; Peloso, Riccardo; Masera, Guido; Roch, Massimo Ruo; Martina, Maurizio. - In: FUTURE INTERNET. - ISSN 1999-5903. - ELETTRONICO. - 11:4(2019), pp. 100-124. [10.3390/fi11040100] | 1-gen-2019 | Capra, MaurizioPeloso, RiccardoMasera, GuidoRoch, Massimo RuoMartina, Maurizio | futureinternet-11-00100-v2.pdf; Low_power_for_IoT_summary.pdf |