CAPOTONDI, ALESSANDRO
CAPOTONDI, ALESSANDRO
Dipartimento di Scienze Fisiche, Informatiche e Matematiche
A RISC-V-based FPGA Overlay to Simplify Embedded Accelerator Deployment
2021-01-01 Bellocchi, Gianluca; Capotondi, Alessandro; Conti, Francesco; Marongiu, Andrea
A Systematic Assessment of Embedded Neural Networks for Object Detection
2020-01-01 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
2021-01-01 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
2022-01-01 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
2014-01-01 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
2020-01-01 Capotondi, A.; Rusci, M.; Fariselli, M.; Benini, L.
Controlling NUMA effects in embedded manycore applications with lightweight nested parallelism support
2016-01-01 Marongiu, A; Capotondi, A; Benini, L
Enabling Scalable and Fine-Grained Nested Parallelism on Embedded Many-cores
2015-01-01 Capotondi, Alessandro; Marongiu, Andrea; Benini, Luca
Enabling zero-copy OpenMP ofloading on the PULP many-core accelerator
2017-01-01 Capotondi, Alessandro; Marongiu, Andrea
Exploring NEURAghe: A Customizable Template for APSoC-Based CNN Inference at the Edge
2020-01-01 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
2018-01-01 Kurth, A.; Capotondi, Alessandro; Vogel, P.; Benini, L.; Marongiu, A.
Improving the programmability of STHORM-based heterogeneous systems with offload-enabled OpenMP
2013-01-01 Marongiu, Andrea; Capotondi, Alessandro; Giuseppe, Tagliavini; Luca, Benini
Leveraging Automated Mixed-Low-Precision Quantization for Tiny Edge Microcontrollers
2020-01-01 Rusci, M.; Fariselli, M.; Capotondi, A.; Benini, L.
Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node
2020-01-01 Ravaglia, L.; Rusci, M.; Capotondi, A.; Conti, F.; Pellegrini, L.; Lomonaco, V.; Maltoni, D.; Benini, L.
Mixed-data-model heterogeneous compilation and OpenMP offloading
2020-01-01 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
2018-01-01 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
2016-01-01 Capotondi, Alessandro; Marongiu, Andrea
PULP: A parallel ultra low power platform for next generation IoT applications
2016-01-01 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
2021-01-01 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
2021-01-01 de Prado, M.; Rusci, M.; Capotondi, A.; Donze, R.; Benini, L.; Pazos, N.
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. |