RUSCI, MANUELE
RUSCI, MANUELE
ARAG - AREA FINANZA E CONTABILITA'
Collaboratori
Land & Localize: An Infrastructure-free and Scalable Nano-Drones Swarm with UWB-based Localization
2023 Pourjabar, Mahyar; AlKatheeri, Ahmed; Rusci, Manuele; Barcis, Agata; Niculescu, Vlad; Ferrante, Eliseo; Palossi, Daniele; Benini, Luca
PULP-TrainLib: Enabling On-Device Training for RISC-V Multi-core MCUs Through Performance-Driven Autotuning
2022 Nadalini D.; Rusci M.; Tagliavini G.; Ravaglia L.; Benini L.; Conti F.
Towards On-device Domain Adaptation for Noise-Robust Keyword Spotting
2022 Cioflan, C; Cavigelli, L; Rusci, M; de Prado, M; Benini, L
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.
An Energy Optimized JPEG Encoder for Parallel Ultra-Low-Power Processing-Platforms
2020 Polonelli T.; Battistini D.; Rusci M.; Brunelli D.; Benini L.
BrightNet: A Deep CNN for OLED-Based Point of Care Immunofluorescent Diagnostic Systems
2020 Samore A.; Rusci M.; Lazzaro D.; Melpignano P.; Benini L.; Morigi S.
CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices
2020 Capotondi A.; Rusci M.; Fariselli M.; Benini L.
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.
PULP-NN: Accelerating Quantized Neural Networks on Parallel Ultra-Low-Power RISC-V Processors
2020 Garofalo A.; Rusci M.; Conti F.; Rossi D.; Benini L.
PULP-NN: A computing library for quantized neural network inference at the edge on RISC-V based parallel ultra low power clusters
2019 Garofalo A.; Rusci M.; Conti F.; Rossi D.; Benini L.
Always-ON visual node with a hardware-software event-based binarized neural network inference engine
2018 Rusci, Manuele; Rossi, Davide; Flamand, Eric; Gottardi, Massimo; Farella, Elisabetta; Benini, Luca
Design Automation for Binarized Neural Networks: A Quantum Leap Opportunity?
2018 Rusci, Manuele; Cavigelli, Lukas; 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
A Sub-mW IoT-Endnode for Always-On Visual Monitoring and Smart Triggering
2017 Rusci, Manuele; Rossi, Davide; Farella, Elisabetta; Benini, Luca
Technologies for a Thing-Centric Internet of Things
2017 Farella, Elisabetta; Rusci, Manuele; Milosevic, Bojan; Murphy, Amy Lynn
An Event-Driven Ultra-Low-Power Smart Visual Sensor
2016 Rusci, Manuele; Rossi, Davide; Lecca, Michela; Gottardi, Massimo; Farella, Elisabetta; Benini, Luca
Energy-efficient design of an always-on smart visual trigger
2016 Rusci, Manuele; Rossi, Davide; Lecca, Michela; Gottardi, Massimo; Benini, Luca; Farella, Elisabetta
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Land & Localize: An Infrastructure-free and Scalable Nano-Drones Swarm with UWB-based Localization | Pourjabar, Mahyar; AlKatheeri, Ahmed; Rusci, Manuele; Barcis, Agata; Niculescu, Vlad; Ferrante, E...liseo; Palossi, Daniele; Benini, Luca | 2023-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | land and localize post print.pdf |
| PULP-TrainLib: Enabling On-Device Training for RISC-V Multi-core MCUs Through Performance-Driven Autotuning | Nadalini D.; Rusci M.; Tagliavini G.; Ravaglia L.; Benini L.; Conti F. | 2022-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | PULP-TrainLib - Springer Version.pdf |
| Towards On-device Domain Adaptation for Noise-Robust Keyword Spotting | Cioflan, C; Cavigelli, L; Rusci, M; de Prado, M; Benini, L | 2022-01-01 | - | IEEE | 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 | - |
| An Energy Optimized JPEG Encoder for Parallel Ultra-Low-Power Processing-Platforms | Polonelli T.; Battistini D.; Rusci M.; Brunelli D.; Benini L. | 2020-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | - |
| BrightNet: A Deep CNN for OLED-Based Point of Care Immunofluorescent Diagnostic Systems | Samore A.; Rusci M.; Lazzaro D.; Melpignano P.; Benini L.; Morigi S. | 2020-01-01 | IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT | - | 1.01 Articolo in rivista | final.pdf |
| 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 |
| 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 |
| PULP-NN: Accelerating Quantized Neural Networks on Parallel Ultra-Low-Power RISC-V Processors | Garofalo A.; Rusci M.; Conti F.; Rossi D.; Benini L. | 2020-01-01 | PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY OF LONDON SERIES A: MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES | - | 1.01 Articolo in rivista | Binder1.pdf |
| PULP-NN: A computing library for quantized neural network inference at the edge on RISC-V based parallel ultra low power clusters | Garofalo A.; Rusci M.; Conti F.; Rossi D.; Benini L. | 2019-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | Postprint_PULP-NN_A Computing Library.pdf |
| Always-ON visual node with a hardware-software event-based binarized neural network inference engine | Rusci, Manuele; Rossi, Davide; Flamand, Eric; Gottardi, Massimo; Farella, Elisabetta; Benini, Luca | 2018-01-01 | - | Association for Computing Machinery, Inc | 4.01 Contributo in Atti di convegno | Always-ON Visual node.pdf |
| Design Automation for Binarized Neural Networks: A Quantum Leap Opportunity? | Rusci, Manuele; Cavigelli, Lukas; Benini, Luca | 2018-01-01 | - | - | 4.01 Contributo in Atti di convegno | ISCAS2018_IRIS.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 |
| A Sub-mW IoT-Endnode for Always-On Visual Monitoring and Smart Triggering | Rusci, Manuele; Rossi, Davide; Farella, Elisabetta; Benini, Luca | 2017-01-01 | IEEE INTERNET OF THINGS JOURNAL | - | 1.01 Articolo in rivista | - |
| Technologies for a Thing-Centric Internet of Things | Farella, Elisabetta; Rusci, Manuele; Milosevic, Bojan; Murphy, Amy Lynn | 2017-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| An Event-Driven Ultra-Low-Power Smart Visual Sensor | Rusci, Manuele; Rossi, Davide; Lecca, Michela; Gottardi, Massimo; Farella, Elisabetta; Benini, Luca | 2016-01-01 | IEEE SENSORS JOURNAL | - | 1.01 Articolo in rivista | SENSORS_2016.pdf |
| Energy-efficient design of an always-on smart visual trigger | Rusci, Manuele; Rossi, Davide; Lecca, Michela; Gottardi, Massimo; Benini, Luca; Farella, Elisabetta | 2016-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |