CAPOTONDI, ALESSANDRO

CAPOTONDI, ALESSANDRO  

Dipartimento di Scienze Fisiche, Informatiche e Matematiche  

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Titolo Data di pubblicazione Autore(i) File
A Request for Clarity over the End of Sequence Token in the Self-Critical Sequence Training 1-gen-2023 Hu, JIA CHENG; Cavicchioli, R.; Capotondi, A.
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
Exploiting Multiple Sequence Lengths in Fast End to End Training for Image Captioning 1-gen-2023 Hu, JIA CHENG; Cavicchioli, Roberto; Capotondi, Alessandro
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.
Fine-Grained QoS Control via Tightly-Coupled Bandwidth Monitoring and Regulation for FPGA-based Heterogeneous SoCs 1-gen-2023 Brilli, G.; Valente, G.; Capotondi, A.; Burgio, P.; Di Masciov, T.; Valente, P.; Marongiu, A.
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.
HERO: Heterogeneous Embedded Research Platform for Exploring RISC-V Manycore Accelerators on FPGA 1-gen-2017 Kurth, Andreascc; Vogel, Pirmin; Capotondi, Alessandro; Marongiu, Andrea; Benini, Luca
Heterogeneous Encoders Scaling in the Transformer for Neural Machine Translation 1-gen-2023 Hu, JIA CHENG; Cavicchioli, R.; Berardinelli, G.; Capotondi, A.
HULK-V: a Heterogeneous Ultra-low-power Linux capable RISC-V SoC 1-gen-2023 Valente, Luca; Tortorella, Yvan; Sinigaglia, Mattia; Tagliavini, Giuseppe; Capotondi, Alessandro; Benini, Luca; Rossi, Davide
Improving the programmability of STHORM-based heterogeneous systems with offload-enabled OpenMP 1-gen-2013 Marongiu, Andrea; Capotondi, Alessandro; Giuseppe, Tagliavini; Luca, Benini
Learning From Wrong Predictions in Low-Resource Neural Machine Translation 1-gen-2024 Hu, JIA CHENG; Cavicchioli, R.; Berardinelli, G.; Capotondi, A.
Leveraging Automated Mixed-Low-Precision Quantization for Tiny Edge Microcontrollers 1-gen-2020 Rusci, M.; Fariselli, M.; Capotondi, A.; Benini, L.