CAPOTONDI, ALESSANDRO

CAPOTONDI, ALESSANDRO  

Dipartimento di Scienze Fisiche, Informatiche e Matematiche  

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Titolo Data di pubblicazione Autore(i) File
A RISC-V-based FPGA Overlay to Simplify Embedded Accelerator Deployment 1-gen-2021 Bellocchi, Gianluca; Capotondi, Alessandro; Conti, Francesco; Marongiu, Andrea
A Systematic Assessment of Embedded Neural Networks for Object Detection 1-gen-2020 Verucchi, M.; Brilli, G.; Sapienza, D.; Verasani, M.; Arena, M.; Gatti, F.; Capotondi, A.; Cavicchioli, R.; Bertogna, M.; Solieri, M.
A TinyML Platform for On-Device Continual Learning with Quantized Latent Replays 1-gen-2021 Ravaglia, L.; Rusci, M.; Nadalini, D.; Capotondi, A.; Conti, F.; Benini, L.
An FPGA Overlay for Efficient Real-Time Localization in 1/10th Scale Autonomous Vehicles 1-gen-2022 Bernardi, Andrea; Brilli, Gianluca; Capotondi, Alessandro; Marongiu, Andrea; Burgio, Paolo
Augmenting manycore programmable accelerators with photonic interconnect technology for the high-end embedded computing domain 1-gen-2014 Balboni, Marco; Obon Marta, Ortin; Capotondi, Alessandro; Tatenguem Hervé, Fankem; Ghiribaldi, Alberto; Ramini, Luca; Viñal, Victor; Marongiu, Andrea; Bertozzi, Davide
CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices 1-gen-2020 Capotondi, A.; Rusci, M.; Fariselli, M.; Benini, L.
Controlling NUMA effects in embedded manycore applications with lightweight nested parallelism support 1-gen-2016 Marongiu, A; Capotondi, A; Benini, L
Enabling Scalable and Fine-Grained Nested Parallelism on Embedded Many-cores 1-gen-2015 Capotondi, Alessandro; Marongiu, Andrea; Benini, Luca
Enabling zero-copy OpenMP ofloading on the PULP many-core accelerator 1-gen-2017 Capotondi, Alessandro; Marongiu, Andrea
Exploring NEURAghe: A Customizable Template for APSoC-Based CNN Inference at the Edge 1-gen-2020 Meloni, P.; Loi, D.; Deriu, G.; Carreras, M.; Conti, F.; Capotondi, A.; Rossi, D.
Hero: An open-source research platform for HW/SW exploration of heterogeneous manycore systems 1-gen-2018 Kurth, A.; Capotondi, Alessandro; Vogel, P.; Benini, L.; Marongiu, A.
Improving the programmability of STHORM-based heterogeneous systems with offload-enabled OpenMP 1-gen-2013 Marongiu, Andrea; Capotondi, Alessandro; Giuseppe, Tagliavini; Luca, Benini
Leveraging Automated Mixed-Low-Precision Quantization for Tiny Edge Microcontrollers 1-gen-2020 Rusci, M.; Fariselli, M.; Capotondi, A.; Benini, L.
Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node 1-gen-2020 Ravaglia, L.; Rusci, M.; Capotondi, A.; Conti, F.; Pellegrini, L.; Lomonaco, V.; Maltoni, D.; Benini, L.
Mixed-data-model heterogeneous compilation and OpenMP offloading 1-gen-2020 Kurth, A.; Wolters, K.; Forsberg, B.; Capotondi, A.; Marongiu, A.; Grosser, T.; Benini, L.
Neuraghe: Exploiting CPU-FPGA synergies for efficient and flexible CNN inference acceleration on zynQ SoCs 1-gen-2018 Meloni, P.; Capotondi, A.; Deriu, G.; Brian, M.; Conti, F.; Rossi, D.; Raffo, L.; Benini, L.
On the effectiveness of OpenMP teams for cluster-based many-core accelerators 1-gen-2016 Capotondi, Alessandro; Marongiu, Andrea
PULP: A parallel ultra low power platform for next generation IoT applications 1-gen-2016 Rossi, Davide; Conti, Francesco; Marongiu, Andrea; Pullini, Antonio; Loi, Igor; Gautschi, Michael; Tagliavini, Giuseppe; Capotondi, Alessandro; Flatresse, Philippe; Benini, Luca
Robustifying the deployment of tinyML models for autonomous mini-vehicles 1-gen-2021 de Prado, M.; Rusci, M.; Donze, R.; Capotondi, A.; Monnerat, S.; Benini, L.; Pazos, N.
Robustifying the deployment of tinyml models for autonomous mini-vehicles 1-gen-2021 de Prado, M.; Rusci, M.; Capotondi, A.; Donze, R.; Benini, L.; Pazos, N.