Daniele Jahier Pagliari - Publications, H-index & Citations

Daniele Jahier Pagliari

polytechnic university of turin

19H指数

157论文数

1.2K被引数

收录论文 36

发表时间

Machine learning for predicting digital block layout feasibility in Analog-On-Top designs

MICROPROCESSORS AND MICROSYSTEMS

IF2.6

2025-11-01

PREAI

Daghero, Francesco; Faraone, Gabriele; Serianni, Eugenio; Di Carolo, Nicola; Franchino, Giovanna Antonella; Grosso, Michelangelo; Pagliari, Daniele Jahier

Foundation Models for Structural Health Monitoring 结构健康监测的基础模型

IEEE Transactions on Sustainable Computing

IF3.9

2025-07-23

PREAI

Luca Benfenati; Daniele Jahier Pagliari; Luca Zanatta; Yhorman Alexander Bedoya Velez; Andrea Acquaviva; Massimo Poncino; Enrico Macii; Luca Benini; Alessio Burrello

Optimizing DNN Inference on Multi-accelerator SoCs at Training-Time 在训练阶段优化多加速器SoC上的DNN推理

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

IF2.9

2025-01-01

PREAI

Matteo Risso; Alessio Burrello; Daniele Jahier Pagliari

Joint Pruning and Channel-Wise Mixed-Precision Quantization for Efficient Deep Neural Networks 高效深度神经网络的联合修剪和逐通道混合精度量化

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2024-11-01

OAAI

Motetti, Beatrice Alessandra; Risso, Matteo; Burrello, Alessio; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier

Information extraction from medical case reports using OpenAI InstructGPT 使用OpenAI InstructGPT从医疗案例报告中提取信息

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2024-10-01

OAAI

Sciannameo, Veronica; Pagliari, Daniele Jahier; Urru, Sara; Grimaldi, Piercesare; Ocagli, Honoria; Ahsani-Nasab, Sara; Comoretto, Rosanna Irene; Gregori, Dario; Berchialla, Paola

Enhancing Neural Architecture Search With Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING

IF5.4

2024-07-01

OAAI

Burrello, Alessio; Risso, Matteo; Motetti, Beatrice Alessandra; Macii, Enrico; Benini, Luca; Pagliari, Daniele Jahier

Integrating SystemC-AMS Power Modeling with a RISC-V ISS for Virtual Prototyping of Battery-operated Embedded Devices

proceedings of the

IF0

2024-07-01

OAAI

Hamdi, Mohamed Amine; Pollo, Giovanni; Risso, Matteo; Haugou, Germain; Burrello, Alessio; Macii, Enrico; Poncino, Massimo; Vinco, Sara; Pagliari, Daniele Jahier

Dynamic Decision Tree Ensembles for Energy-Efficient Inference on IoT Edge Nodes 用于IoT边缘节点上节能推理的动态决策树集成

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-01-01

OAAI

Daghero, Francesco; Burrello, Alessio; Macii, Enrico; Montuschi, Paolo; Poncino, Massimo; Jahier Pagliari, Daniele

Model-Driven Dataset Generation for Data-Driven Battery SOH Models

2023 IEEE/ACM INTERNATIONAL SYMPOSIUM ON LOW POWER ELECTRONICS AND DESIGN, ISLPED

IF0

2023-08-07

OAAI

Alamin, Khaled Sidahmed Sidahmed; Daghero, Francesco; Pollo, Giovanni; Pagliari, Daniele Jahier; Chen, Yukai; Macii, Enrico; Poncino, Massimo; Vinco, Sara

Efficient Deep Learning Models for Privacy-Preserving People Counting on Low-Resolution Infrared Arrays

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2023-08-01

OAAI

Xie, Chen; Daghero, Francesco; Chen, Yukai; Castellano, Marco; Gandolfi, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier

Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation

2023 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION, DATE

IF0

2023-04-01

OAAI

Burrello, Alessio; Risso, Matteo; Tomasello, Noemi; Chen, Yukai; Benini, Luca; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier

Reducing the Energy Consumption of sEMG-Based Gesture Recognition at the Edge Using Transformers and Dynamic Inference 使用变压器和动态推理降低基于sEMG的边缘手势识别的能耗

SENSORS

IF3.5

2023-02-12

OAAI

Xie, Chen; Burrello, Alessio; Daghero, Francesco; Benini, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Jahier Pagliari, Daniele

Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers

VLSI-SOC: TECHNOLOGY ADVANCEMENT ON SOC DESIGN (VLSI-SOC 2021)

IF0

2022-09-22

PREAI

Daghero, Francesco; Burrello, Alessio; Xie, Chen; Benini, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier

Traffic Load Estimation from Structural Health Monitoring sensors using supervised learning 使用监督学习的结构健康监测传感器的交通负荷估计

SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS

IF5.7

2022-09-01

PREAI

Burrello, Alessio; Zara, Giovanni; Benini, Luca; Brunelli, Davide; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier

Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks

ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS

IF2.6

2022-08-23

OAAI

Daghero, Francesco; Burrello, Alessio; Xie, Chen; Castellano, Marco; Gandolfi, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier

A deep learning approach for Spatio-Temporal forecasting of new cases and new hospital admissions of COVID-19 spread in Reggio Emilia, Northern Italy 一种深度学习方法，用于在意大利北部雷焦艾米利亚传播的新型冠状病毒肺炎新病例和新住院病例的时空预测

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2022-08-01

OAAI

Sciannameo, Veronica; Goffi, Alessia; Maffeis, Giuseppe; Gianfreda, Roberta; Pagliari, Daniele Jahier; Filippini, Tommaso; Mancuso, Pamela; Giorgi-Rossi, Paolo; Dal Zovo, Leonardo Alberto; Corbari, Angela; Vinceti, Marco; Berchialla, Paola

Prediction of All-Cause Mortality Following Percutaneous Coronary Intervention in Bifurcation Lesions Using Machine Learning Algorithms

JOURNAL OF PERSONALIZED MEDICINE

IF3

2022-06-17

OAAI

Burrello, Jacopo; Gallone, Guglielmo; Burrello, Alessio; Pagliari, Daniele Jahier; Ploumen, Eline H.; Iannaccone, Mario; De Luca, Leonardo; Zocca, Paolo; Patti, Giuseppe; Cerrato, Enrico; Wojakowski, Wojciech; Venuti, Giuseppe; De Filippo, Ovidio; Mattesini, Alessio; Ryan, Nicola; Helft, Gerard; Muscoli, Saverio; Kan, Jing; Sheiban, Imad; Parma, Radoslaw; Trabattoni, Daniela; Giammaria, Massimo; Truffa, Alessandra; Piroli, Francesco; Imori, Yoichi; Cortese, Bernardo; Omede, Pierluigi; Conrotto, Federico; Chen, Shao-Liang; Escaned, Javier; Buiten, Rosaly A.; Von Birgelen, Clemens; Mulatero, Paolo; De Ferrari, Gaetano Maria; Monticone, Silvia; D'Ascenzo, Fabrizio

Two-stage Human Activity Recognition on Microcontrollers with Decision Trees and CNNs

prime:

IF0

2022-06-12

OAAI

Daghero, Francesco; Pagliari, Daniele Jahier; Poncino, Massimo

Guest Editorial: Thematic Section on Applications of Emerging Computing Technologies in Smart Manufacturing and Industry 4.0

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING

IF5.4

2022-01-01

OAAI

Pagliari, Daniele Jahier; Schirrmeister, Frank; Bagherzadeh, Nader; Macii, Enrico

Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge 轻量级神经架构在边缘的时间卷积网络搜索

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2022-01-01

OAAI

Risso, Matteo; Burrello, Alessio; Conti, Francesco; Lamberti, Lorenzo; Chen, Yukai; Benini, Luca; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier

研究方向