CIPOLLETTA, ANTONIO

CIPOLLETTA, ANTONIO  

Dipartimento di Automatica e Informatica  

041527  

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Citazione Data di pubblicazione Autori File
Dataflow Restructuring for Active Memory Reduction in Deep Neural Networks / Cipolletta, A.; Calimera, A.. - 2021-:(2021), pp. 114-119. ((Intervento presentato al convegno 2021 Design, Automation and Test in Europe Conference and Exhibition, DATE 2021 nel 2021 [10.23919/DATE51398.2021.9473965]. 1-gen-2021 Cipolletta A.Calimera A. DATE21_final_submitted.pdfDataflow_Restructuring_for_Active_Memory_Reduction_in_Deep_Neural_Networks.pdf
Enabling Energy-Efficient Unsupervised Monocular Depth Estimation on ARMv7-Based Platforms / Peluso, V.; Cipolletta, Antonio; Calimera, A.; Poggi, M.; Tosi, F.; Mattoccia, S.. - (2019), pp. 1703-1708. ((Intervento presentato al convegno 22nd Design, Automation and Test in Europe Conference and Exhibition, DATE 2019 tenutosi a Firenze Fiera, ita nel 2019 [10.23919/DATE.2019.8714893]. 1-gen-2019 Peluso V.CIPOLLETTA, ANTONIOCalimera A. + -
Enabling monocular depth perception at the very edge / Peluso, V.; Cipolletta, A.; Calimera, A.; Poggi, M.; Tosi, F.; Aleotti, F.; Mattoccia, S.. - 2020:(2020), pp. 1581-1583. ((Intervento presentato al convegno 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020 tenutosi a usa nel 2020 [10.1109/CVPRW50498.2020.00204]. 1-gen-2020 Peluso V.Cipolletta A.Calimera A.Aleotti F.Mattoccia S. + 09150972.pdfLPVCV_2020_postprint_iris.pdf
Energy-Quality Scalable Monocular Depth Estimation on Low-Power CPUs / Cipolletta, Antonio; Peluso, Valentino; Calimera, Andrea; Poggi, Matteo; Tosi, Fabio; Aleotti, Filippo; Mattoccia, Stefano. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 9:1(2022), pp. 25-36. [10.1109/JIOT.2021.3080827] 1-gen-2022 Cipolletta, AntonioPeluso, ValentinoCalimera, AndreaTosi, FabioMattoccia, Stefano + main.pdfEnergy-Quality_Scalable_Monocular_Depth_Estimation_on_Low-Power_CPUs.pdf
Inference on the Edge: Performance Analysis of an Image Classification Task Using Off-The-Shelf CPUs and Open-Source ConvNets / Peluso, V.; Rizzo, R. G.; Cipolletta, A.; Calimera, A.. - (2019), pp. 454-459. ((Intervento presentato al convegno 6th International Conference on Social Networks Analysis, Management and Security, SNAMS 2019 tenutosi a esp nel 2019 [10.1109/SNAMS.2019.8931889]. 1-gen-2019 Peluso V.Rizzo R. G.Cipolletta A.Calimera A. SNAMS19.pdf08931889_snam.pdf
Integer ConvNets on embedded CPUs: Tools and performance assessment on the cortex-A cores / Peluso, V.; Cipolletta, A.; Vaiana, F.; Calimera, A.. - (2019), pp. 598-601. ((Intervento presentato al convegno 26th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2019 tenutosi a ita nel 2019 [10.1109/ICECS46596.2019.8965168]. 1-gen-2019 Peluso V.Cipolletta A.Vaiana F.Calimera A. icecs19.pdfICECS19.pdf
Monocular Depth Perception on Microcontrollers for Edge Applications / Peluso, Valentino; Cipolletta, Antonio; Calimera, Andrea; Poggi, Matteo; Tosi, Fabio; Aleotti, Filippo; Mattoccia, Stefano. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY. - ISSN 1051-8215. - 32:3(2022), pp. 1524-1536. [10.1109/TCSVT.2021.3077395] 1-gen-2022 Peluso, ValentinoCipolletta, AntonioCalimera, AndreaTosi, FabioMattoccia, Stefano + main_iris.pdfMonocular_Depth_Perception_on_Microcontrollers_for_Edge_Applications.pdf
On the Efficiency of Sparse-Tiled Tensor Graph Processing for Low Memory Usage / Cipolletta, A.; Calimera, A.. - ELETTRONICO. - (2021), pp. 643-648. ((Intervento presentato al convegno 58th ACM/IEEE Design Automation Conference, DAC 2021 tenutosi a usa nel 2021 [10.1109/DAC18074.2021.9586154]. 1-gen-2021 Cipolletta A.Calimera A. DAC21_camera_ready.pdfOn_The_Efficiency_of_Sparse-Tiled_Tensor_Graph_Processing_For_Low_Memory_Usage.pdf
Vertical Optimizations of Convolutional Neural Networks for Embedded Systems / Cipolletta, Antonio. - (2022 Jun 16), pp. 1-170. 16-giu-2022 CIPOLLETTA, ANTONIO thesis.pdfa.pdfsummary.pdfa.pdf