Alessandro Capotondi

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

HULK-V: a Heterogeneous Ultra-low-power Linux capable RISC-V SoC.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Fine-Grained QoS Control via Tightly-Coupled Bandwidth Monitoring and Regulation for FPGA-based Heterogeneous SoCs.

[BibT_eX]

[DOI]

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Exploiting Multiple Sequence Lengths in Fast End to End Training for Image Captioning.

[BibT_eX]

[DOI]

Jia-Cheng Hu

Roberto Cavicchioli

Proceedings of the IEEE International Conference on Big Data, 2023

2022

ExpansionNet v2: Block Static Expansion in fast end to end training for Image Captioning.

[BibT_eX]

[DOI]

Jia-Cheng Hu

Roberto Cavicchioli

CoRR, 2022

Understanding and Mitigating Memory Interference in FPGA-based HeSoCs.

[BibT_eX]

[DOI]

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

An FPGA Overlay for Efficient Real-Time Localization in 1/10th Scale Autonomous Vehicles.

[BibT_eX]

[DOI]

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

2021

Robustifying the Deployment of tinyML Models for Autonomous Mini-Vehicles.

[BibT_eX]

[DOI]

Sensors, 2021

A TinyML Platform for On-Device Continual Learning With Quantized Latent Replays.

[BibT_eX]

[DOI]

IEEE J. Emerg. Sel. Topics Circuits Syst., 2021

Robustifying the Deployment of tinyML Models for Autonomous Mini-Vehicles.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Unmanned Vehicles in Smart Farming: a Survey and a Glance at Future Horizons.

[BibT_eX]

[DOI]

Proceedings of the DroneSE and RAPIDO '21: Methods and Tools, 2021

A RISC-V-based FPGA Overlay to Simplify Embedded Accelerator Deployment.

[BibT_eX]

[DOI]

Proceedings of the 24th Euromicro Conference on Digital System Design, 2021

2020

CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2020

Exploring NEURAghe: A Customizable Template for APSoC-Based CNN Inference at the Edge.

[BibT_eX]

[DOI]

IEEE Embed. Syst. Lett., 2020

Robust navigation with tinyML for autonomous mini-vehicles.

[BibT_eX]

[DOI]

CoRR, 2020

Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Signal Processing Systems, 2020

Leveraging Automated Mixed-Low-Precision Quantization for Tiny Edge Microcontrollers.

[BibT_eX]

[DOI]

Proceedings of the IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, 2020

Memory-Driven Mixed Low Precision Quantization for Enabling Deep Network Inference on Microcontrollers.

[BibT_eX]

[DOI]

Manuele Rusci

Proceedings of the Third Conference on Machine Learning and Systems, 2020

A Systematic Assessment of Embedded Neural Networks for Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

Mixed-data-model heterogeneous compilation and OpenMP offloading.

[BibT_eX]

[DOI]

Proceedings of the CC '20: 29th International Conference on Compiler Construction, 2020

2018

NEURAghe: Exploiting CPU-FPGA Synergies for Efficient and Flexible CNN Inference Acceleration on Zynq SoCs.

[BibT_eX]

[DOI]

ACM Trans. Reconfigurable Technol. Syst., 2018

The Quest for Energy-Efficient I$ Design in Ultra-Low-Power Clustered Many-Cores.

[BibT_eX]

[DOI]

IEEE Trans. Multi Scale Comput. Syst., 2018

Runtime Support for Multiple Offload-Based Programming Models on Clustered Manycore Accelerators.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput., 2018

Quantized NNs as the definitive solution for inference on low-power ARM MCUs?: work-in-progress.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2018

HERO: an open-source research platform for HW/SW exploration of heterogeneous manycore systems.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on AutotuniNg and aDaptivity AppRoaches for Energy efficient HPC Systems, 2018

2017

HERO: Heterogeneous Embedded Research Platform for Exploring RISC-V Manycore Accelerators on FPGA.

[BibT_eX]

[DOI]

CoRR, 2017

Enabling zero-copy OpenMP offloading on the PULP many-core accelerator.

[BibT_eX]

[DOI]

Proceedings of the 20th International Workshop on Software and Compilers for Embedded Systems, 2017

2016

Programming models and tools for many-core platforms ; Modelli e strumenti di programmazione parallela per piattaforme many-core.

[BibT_eX]

[DOI]

PhD thesis, 2016

Controlling NUMA effects in embedded manycore applications with lightweight nested parallelism support.

[BibT_eX]

[DOI]

Parallel Comput., 2016

On the effectiveness of OpenMP teams for cluster-based many-core accelerators.

[BibT_eX]

[DOI]

Proceedings of the International Conference on High Performance Computing & Simulation, 2016

2015

Simplifying Many-Core-Based Heterogeneous SoC Programming With Offload Directives.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2015

Enabling Scalable and Fine-Grained Nested Parallelism on Embedded Many-cores.

[BibT_eX]

[DOI]

Proceedings of the IEEE 9th International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2015

PULP: A parallel ultra low power platform for next generation IoT applications.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Hot Chips 27 Symposium (HCS), 2015

Runtime Support for Multiple Offload-Based Programming Models on Embedded Manycore Accelerators.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Workshop on Code Optimisation for Multi and Many Cores, 2015

2014

Augmenting manycore programmable accelerators with photonic interconnect technology for the high-end embedded computing domain.

[BibT_eX]

[DOI]

Marco Balboni

Marta Ortín-Obón