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Dynamic ConvNets on Tiny Devices via Nested Sparsity
2023 Grimaldi, Matteo; Mocerino, Luca; Cipolletta, Antonio; Calimera, Andrea
Axp: A hw-sw co-design pipeline for energy-efficient approximated convnets via associative matching
2021 Mocerino, L.; Calimera, A.
Fast and Accurate Inference on Microcontrollers with Boosted Cooperative Convolutional Neural Networks (BC-Net)
2021 Mocerino, L.; Calimera, A.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Dynamic ConvNets on Tiny Devices via Nested Sparsity / Grimaldi, Matteo; Mocerino, Luca; Cipolletta, Antonio; Calimera, Andrea. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 10:6(2023), pp. 5073-5082. [10.1109/JIOT.2022.3222014] | 1-gen-2023 | Matteo GrimaldiLuca MocerinoAntonio CipollettaAndrea Calimera | final.pdf; Dynamic_ConvNets_on_Tiny_Devices_via_Nested_Sparsity.pdf |
| Axp: A hw-sw co-design pipeline for energy-efficient approximated convnets via associative matching / Mocerino, L.; Calimera, A.. - In: APPLIED SCIENCES. - ISSN 2076-3417. - 11:23(2021), p. 11164. [10.3390/app112311164] | 1-gen-2021 | Mocerino L.Calimera A. | applsci-11-11164-v2.pdf |
| Fast and Accurate Inference on Microcontrollers with Boosted Cooperative Convolutional Neural Networks (BC-Net) / Mocerino, L.; Calimera, A.. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS. - ISSN 1549-8328. - 68:1(2021), pp. 77-88. [10.1109/TCSI.2020.3039116] | 1-gen-2021 | Mocerino L.Calimera A. | BCNet_TCASI_final_sub.pdf; 09275360.pdf |