CAPOTONDI, ALESSANDRO
CAPOTONDI, ALESSANDRO
CIRI ICT
Assegnisti
HULK-V: a Heterogeneous Ultra-low-power Linux capable RISC-V SoC
2023 Valente, Luca; Tortorella, Yvan; Sinigaglia, Mattia; Tagliavini, Giuseppe; Capotondi, Alessandro; Benini, Luca; Rossi, Davide
Modes and Mechanisms of Pacific Decadal-Scale Variability
2023 Di Lorenzo, E; Xu, T; Zhao, Y; Newman, M; Capotondi, A; Stevenson, S; Amaya, D J; Anderson, B T; Ding, R; Furtado, J C; Joh, Y; Liguori, G; Lou, J; Miller, A J; Navarra, G; Schneider, N; Vimont, D J; Wu, S; Zhang, H
A RISC-V-based FPGA Overlay to Simplify Embedded Accelerator Deployment
2021 Bellocchi, Gianluca; Capotondi, Alessandro; Conti, Francesco; Marongiu, Andrea
A TinyML Platform for On-Device Continual Learning with Quantized Latent Replays
2021 Ravaglia L.; Rusci M.; Nadalini D.; Capotondi A.; Conti F.; Benini L.
Robustifying the deployment of tinyML models for autonomous mini-vehicles
2021 de Prado M.; Rusci M.; Donze R.; Capotondi A.; Monnerat S.; Benini L.; Pazos N.
CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices
2020 Capotondi A.; Rusci M.; Fariselli M.; Benini L.
Enhanced El Niño‐Southern Oscillation variability in recent decades
2020 Grothe P.R.; Cobb K.M.; Liguori G.; Di Lorenzo E.; Capotondi A.; Lu Y.; Cheng H.; Edwards R.L.; Southon J.R.; Santos G.M.; Deocampo D.M.; Lynch-Stieglitz J.; Chen T.; Sayani H.R.; Thompson D.M.; Conroy J.L.; Moore A.L.; Townsend K.; Hagos M.; O'Connor G.; Toth L.T.
Exploring NEURAGHE: A Customizable Template for APSoC-based CNN Inference at the Edge
2020 Meloni, Paolo; Loi, Daniela; Deriu, Gianfranco; Carreras, Marco; Conti, Francesco; Capotondi, Alessandro; Rossi, Davide
Leveraging Automated Mixed-Low-Precision Quantization for Tiny Edge Microcontrollers
2020 Rusci M.; Fariselli M.; Capotondi A.; Benini L.
Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node
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
2020 Kurth A.; Wolters K.; Forsberg B.; Capotondi A.; Marongiu A.; Grosser T.; Benini L.
Hero: An open-source research platform for HW/SW exploration of heterogeneous manycore systems
2018 Kurth A.; Capotondi A.; Vogel P.; Benini L.; Marongiu A.
NEURAghe: Exploiting CPU-FPGA synergies for efficient and flexible CNN inference acceleration on zynQ SoCs
2018 Meloni, Paolo; Capotondi, Alessandro; Deriu, Gianfranco; Brian, Michele; Conti, Francesco; Rossi, Davide; Raffo, Luigi; Benini, Luca
Runtime Support for Multiple Offload-Based Programming Models on Clustered Manycore Accelerators
2018 Capotondi, Alessandro; Marongiu, Andrea; Benini, Luca
The Quest for Energy-Efficient I$ Design in Ultra-Low-Power Clustered Many-Cores
2018 Loi, Igor; Capotondi, Alessandro; Rossi, Davide; Marongiu, Andrea; Benini, Luca
Work-in-Progress: Quantized NNs as the Definitive solution for inference on low-power ARM MCUs?
2018 Rusci, Manuele; Capotondi, Alessandro; Conti, Francesco; Benini, Luca
Enabling zero-copy OpenMP ofloading on the PULP many-core accelerator
2017 Capotondi, Alessandro; Marongiu, Andrea
Controlling NUMA effects in embedded manycore applications with lightweight nested parallelism support
2016 Marongiu, Andrea; Capotondi, Alessandro; Benini, Luca
On the effectiveness of OpenMP teams for cluster-based many-core accelerators
2016 Capotondi, Alessandro; Marongiu, Andrea
PULP: A parallel ultra low power platform for next generation IoT applications
2016 Rossi, Davide; Conti, Francesco; Marongiu, Andrea; Pullini, Antonio; Loi, Igor; Gautschi, Michael; Tagliavini, Giuseppe; Capotondi, Alessandro; Flatresse, Philippe; Benini, Luca
Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
---|---|---|---|---|---|---|
HULK-V: a Heterogeneous Ultra-low-power Linux capable RISC-V SoC | Valente, Luca; Tortorella, Yvan; Sinigaglia, Mattia; Tagliavini, Giuseppe; Capotondi, Alessandro;... Benini, Luca; Rossi, Davide | 2023-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | HULK-V_a_Heterogeneous_Ultra-low-power_Linux_capable_RISC-V_SoC-accepted.pdf |
Modes and Mechanisms of Pacific Decadal-Scale Variability | Di Lorenzo, E; Xu, T; Zhao, Y; Newman, M; Capotondi, A; Stevenson, S; Amaya, D J; Anderson, B T; ...Ding, R; Furtado, J C; Joh, Y; Liguori, G; Lou, J; Miller, A J; Navarra, G; Schneider, N; Vimont, D J; Wu, S; Zhang, H | 2023-01-01 | ANNUAL REVIEW OF MARINE SCIENCE | - | 1.01 Articolo in rivista | annurev-marine-040422-084555.pdf |
A RISC-V-based FPGA Overlay to Simplify Embedded Accelerator Deployment | Bellocchi, Gianluca; Capotondi, Alessandro; Conti, Francesco; Marongiu, Andrea | 2021-01-01 | - | IEEE COMPUTER SOC | 4.01 Contributo in Atti di convegno | - |
A TinyML Platform for On-Device Continual Learning with Quantized Latent Replays | Ravaglia L.; Rusci M.; Nadalini D.; Capotondi A.; Conti F.; Benini L. | 2021-01-01 | IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | TinyML_redux.pdf |
Robustifying the deployment of tinyML models for autonomous mini-vehicles | de Prado M.; Rusci M.; Donze R.; Capotondi A.; Monnerat S.; Benini L.; Pazos N. | 2021-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices | Capotondi A.; Rusci M.; Fariselli M.; Benini L. | 2020-01-01 | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS | - | 1.01 Articolo in rivista | cmix_nn_tcas_II_disclaimer.pdf |
Enhanced El Niño‐Southern Oscillation variability in recent decades | Grothe P.R.; Cobb K.M.; Liguori G.; Di Lorenzo E.; Capotondi A.; Lu Y.; Cheng H.; Edwards R.L.; S...outhon J.R.; Santos G.M.; Deocampo D.M.; Lynch-Stieglitz J.; Chen T.; Sayani H.R.; Thompson D.M.; Conroy J.L.; Moore A.L.; Townsend K.; Hagos M.; O'Connor G.; Toth L.T. | 2020-01-01 | GEOPHYSICAL RESEARCH LETTERS | - | 1.01 Articolo in rivista | 14_2019GL083906.pdf |
Exploring NEURAGHE: A Customizable Template for APSoC-based CNN Inference at the Edge | Meloni, Paolo; Loi, Daniela; Deriu, Gianfranco; Carreras, Marco; Conti, Francesco; Capotondi, Ale...ssandro; Rossi, Davide | 2020-01-01 | IEEE EMBEDDED SYSTEMS LETTERS | - | 1.01 Articolo in rivista | Binder3.pdf |
Leveraging Automated Mixed-Low-Precision Quantization for Tiny Edge Microcontrollers | Rusci M.; Fariselli M.; Capotondi A.; Benini L. | 2020-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | - |
Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node | Ravaglia L.; Rusci M.; Capotondi A.; Conti F.; Pellegrini L.; Lomonaco V.; Maltoni D.; Benini L. | 2020-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | Memory-Latency-Accuracy.pdf |
Mixed-data-model heterogeneous compilation and OpenMP offloading | Kurth A.; Wolters K.; Forsberg B.; Capotondi A.; Marongiu A.; Grosser T.; Benini L. | 2020-01-01 | - | Association for Computing Machinery, Inc | 4.01 Contributo in Atti di convegno | Mixed-Data-Model_postprint.pdf |
Hero: An open-source research platform for HW/SW exploration of heterogeneous manycore systems | Kurth A.; Capotondi A.; Vogel P.; Benini L.; Marongiu A. | 2018-01-01 | - | Association for Computing Machinery | 4.01 Contributo in Atti di convegno | - |
NEURAghe: Exploiting CPU-FPGA synergies for efficient and flexible CNN inference acceleration on zynQ SoCs | Meloni, Paolo; Capotondi, Alessandro; Deriu, Gianfranco; Brian, Michele; Conti, Francesco; Rossi,... Davide; Raffo, Luigi; Benini, Luca | 2018-01-01 | ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS | - | 1.01 Articolo in rivista | neuraghe-trets.pdf |
Runtime Support for Multiple Offload-Based Programming Models on Clustered Manycore Accelerators | Capotondi, Alessandro; Marongiu, Andrea; Benini, Luca | 2018-01-01 | IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING | - | 1.01 Articolo in rivista | capotondi_tetc16.pdf |
The Quest for Energy-Efficient I$ Design in Ultra-Low-Power Clustered Many-Cores | Loi, Igor; Capotondi, Alessandro; Rossi, Davide; Marongiu, Andrea; Benini, Luca | 2018-01-01 | IEEE TRANSACTIONS ON MULTI-SCALE COMPUTING SYSTEMS | - | 1.01 Articolo in rivista | capotondi_TMSCS18.pdf |
Work-in-Progress: Quantized NNs as the Definitive solution for inference on low-power ARM MCUs? | Rusci, Manuele; Capotondi, Alessandro; Conti, Francesco; Benini, Luca | 2018-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | Binder2.pdf |
Enabling zero-copy OpenMP ofloading on the PULP many-core accelerator | Capotondi, Alessandro; Marongiu, Andrea | 2017-01-01 | - | Association for Computing Machinery, Inc | 4.01 Contributo in Atti di convegno | - |
Controlling NUMA effects in embedded manycore applications with lightweight nested parallelism support | Marongiu, Andrea; Capotondi, Alessandro; Benini, Luca | 2016-01-01 | PARALLEL COMPUTING | - | 1.01 Articolo in rivista | marongiu_PARCO16.pdf |
On the effectiveness of OpenMP teams for cluster-based many-core accelerators | Capotondi, Alessandro; Marongiu, Andrea | 2016-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | capotondi_HPCS16.pdf |
PULP: A parallel ultra low power platform for next generation IoT applications | Rossi, Davide; Conti, Francesco; Marongiu, Andrea; Pullini, Antonio; Loi, Igor; Gautschi, Michael...; Tagliavini, Giuseppe; Capotondi, Alessandro; Flatresse, Philippe; Benini, Luca | 2016-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |