Danilo Pau - Publications, H-index & Citations

Danilo Pau

stmicroelectronics

18H指数

213论文数

1.5K被引数

收录论文 24

发表时间

Heterogeneous Low-Power Agentic Architecture for Edge Distributed Home Surveillance 边缘分布式家庭监控的异构低功耗智能体架构

Electronics

IF2.6

2026-09-22

OAAI

Luigi Lucio Zappia; Marco Lattuada; Marco Bianchessi; Danilo Pietro Pau

Cross-platform deployment and characterization of an on-device generative conversational agent 跨平台部署与在设备上生成式对话代理的表征

Journal of Systems Architecture

IF4.1

2026-09-02

OAAI

Pietro Firpo; Riccardo Berta; Francesco Bellotti; Luca Lazzaroni; Matteo Fresta; Alessandro Pighetti; Aydin Abedinia; Niloofar Yoonesi; Danilo Pietro Pau

Combining In-Sensor Computing with Reasoning at the Edge for Low-Power Bearing RUL Prediction 结合传感器内计算与边缘推理进行低功耗轴承剩余使用寿命预测

Electronics

IF2.6

2026-07-23

OAAI

Simone Tognocchi; Danilo Pietro Pau; Marco Marcon

Edge-Deployable Tabular Q-Learning Voltage Control for LLC Resonant Converters Under Dynamic Conditions 适用于动态条件下LLC谐振变换器的边缘部署表格Q学习电压控制

Electronics

IF2.6

2026-05-19

OAAI

Fabio Corti; Alberto Reatti; Danilo Pietro Pau

Complexity Analysis for Categorized Edge Language Models 针对分类边缘语言模型的复杂性分析

Symmetry-Basel

IF2.2

2026-04-29

PREAI

Kordjukovs, Niks; Pau, Danilo Pietro

Optimized FreeMark Post-Training White-Box Watermarking of Tiny Neural Networks Tiny Neural Networks的优化FreeMark后训练白盒水印技术

Electronics

IF2.6

2026-03-03

OAAI

Riccardo Adorante; Tullio Facchinetti; Danilo Pietro Pau

Energy consumption assessment in embedded AI: Metrological improvements of benchmarks for edge devices

COMPUTER STANDARDS & INTERFACES

IF3.1

2026-01-21

OAAI

Apicella, Andrea; Arpaia, Pasquale; Capobianco, Luigi; Caputo, Francesco; Cioffi, Antonella; Esposito, Antonio; Isgro, Francesco; Manzo, Rosanna; Moccaldi, Nicola; Pau, Danilo; Toscano, Ettore

Compensating PI Controller's Transients with Tiny Neural Network for Vector Control of Permanent Magnet Synchronous Motors 采用微型神经网络补偿永磁同步电机矢量控制中PI控制器的瞬态响应

WORLD ELECTRIC VEHICLE JOURNAL

IF2.6

2025-04-18

OAAI

Elele, Martin Joel Mouk; Pau, Danilo; Zhuang, Shixin; Facchinetti, Tullio

Transitioning from TinyML to Edge GenAI: A Review

BIG DATA AND COGNITIVE COMPUTING

IF4.4

2025-03-06

OAAI

Giorgetti, Gloria; Pau, Danilo Pietro

Tiny Machine Learning Battery State-of-Charge Estimation Hardware Accelerated 微型机器学习电池荷电状态估计硬件加速

APPLIED SCIENCES-BASEL

IF2.5

2024-07-18

OAAI

Pau, Danilo Pietro; Aniballi, Alberto

Developing a TinyML Image Classifier in an Hour

IEEE OPEN JOURNAL OF THE INDUSTRIAL ELECTRONICS SOCIETY

IF4.3

2024-01-01

OAAI

Berta, Riccardo; Dabbous, Ali; Lazzaroni, Luca; Pau, Danilo Pietro; Bellotti, Francesco

A New NN-Based Approach to In-Sensor PDM-to-PCM Conversion for Ultra TinyML KWS

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

IF4.9

2023-04-01

OAAI

Vitolo, Paola; Liguori, Rosalba; Di Benedetto, Luigi; Rubino, Alfredo; Pau, Danilo; Licciardo, Gian Domenico

AutoTinyML for microcontrollers: Dealing with black-box deployability

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-11-01

PREAI

Perego, Riccardo; Candelieri, Antonio; Archetti, Francesco; Pau, Danilo

A Low-Cost, Low-Power and Real-Time Image Detector for Grape Leaf Esca Disease Based on a Compressed CNN

IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS

IF3.8

2021-09-01

OAAI

Falaschetti, Laura; Manoni, Lorenzo; Rivera, Romel Calero Fuentes; Pau, Danilo; Romanazzi, Gianfranco; Silvestroni, Oriana; Tomaselli, Valeria; Turchetti, Claudio

A Partially Binarized Hybrid Neural Network System for Low-Power and Resource Constrained Human Activity Recognition

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

IF5.2

2020-11-01

PREAI

De Vita, Antonio; Russo, Alessandro; Pau, Danilo; Benedetto, Luigi Di; Rubino, Alfredo; Licciardo, Gian Domenico

Li-Ion Batteries Releasable Capacity Estimation with Neural Networks on Intelligent IoT Microcontrollers

20TH IEEE MEDITERRANEAN ELETROTECHNICAL CONFERENCE (IEEE MELECON 2020)

IF0

2020-06-01

PREAI

Crocioni, Giulia; Pau, Danilo; Gruosso, Giambattista