Daniele Jahier Pagliari
Orcid: 0000-0002-2872-7071
According to our database1,
Daniele Jahier Pagliari
authored at least 74 papers
between 2015 and 2024.
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Bibliography
2024
IEEE Internet Things J., January, 2024
CoRR, 2024
Optimized Deployment of Deep Neural Networks for Visual Pose Estimation on Nano-drones.
CoRR, 2024
HW-SW Optimization of DNNs for Privacy-preserving People Counting on Low-resolution Infrared Arrays.
CoRR, 2024
Adaptive Deep Learning for Efficient Visual Pose Estimation aboard Ultra-low-power Nano-drones.
CoRR, 2024
2023
Efficient Deep Learning Models for Privacy-Preserving People Counting on Low-Resolution Infrared Arrays.
IEEE Internet Things J., August, 2023
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge.
IEEE Trans. Computers, March, 2023
Reducing the Energy Consumption of sEMG-Based Gesture Recognition at the Edge Using Transformers and Dynamic Inference.
Sensors, February, 2023
Enhancing Neural Architecture Search with Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices.
CoRR, 2023
Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2023
Precision-aware Latency and Energy Balancing on Multi-Accelerator Platforms for DNN Inference.
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023
Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVs.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
PLiNIO: A User-Friendly Library of Gradient-Based Methods for Complexity-Aware DNN Optimization.
Proceedings of the Forum on Specification & Design Languages, 2023
Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023
2022
Guest Editorial: Thematic Section on Applications of Emerging Computing Technologies in Smart Manufacturing and Industry 4.0.
IEEE Trans. Emerg. Top. Comput., 2022
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks.
ACM Trans. Embed. Comput. Syst., 2022
Traffic Load Estimation from Structural Health Monitoring sensors using supervised learning.
Sustain. Comput. Informatics Syst., 2022
A deep learning approach for Spatio-Temporal forecasting of new cases and new hospital admissions of COVID-19 spread in Reggio Emilia, Northern Italy.
J. Biomed. Informatics, 2022
Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring.
ACM Trans. Comput. Heal., 2022
Energy-efficient and Privacy-aware Social Distance Monitoring with Low-resolution Infrared Sensors and Adaptive Inference.
Proceedings of the 17th Conference on Ph.D Research in Microelectronics and Electronics, 2022
Two-stage Human Activity Recognition on Microcontrollers with Decision Trees and CNNs.
Proceedings of the 17th Conference on Ph.D Research in Microelectronics and Electronics, 2022
Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks.
Proceedings of the ISLPED '22: ACM/IEEE International Symposium on Low Power Electronics and Design, Boston, MA, USA, August 1, 2022
Privacy-preserving Social Distance Monitoring on Microcontrollers with Low-Resolution Infrared Sensors and CNNs.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022
Proceedings of the 13th IEEE International Green and Sustainable Computing Conference, 2022
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022
2021
A Microservices-Based Framework for Smart Design and Optimization of PV Installations.
IEEE Trans. Sustain. Comput., 2021
Assessing the Impact of Sensor-Based Task Scheduling on Battery Lifetime in IoT Devices.
IEEE Trans. Instrum. Meas., 2021
IEEE Trans. Emerg. Top. Comput., 2021
IEEE Trans. Computers, 2021
IEEE Trans. Biomed. Circuits Syst., 2021
Proc. IEEE, 2021
Adv. Comput., 2021
Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers.
Proceedings of the VLSI-SoC: Technology Advancement on SoC Design, 2021
Proceedings of the 29th IFIP/IEEE International Conference on Very Large Scale Integration, 2021
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2021
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2021
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
Pruning In Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021
Ultra-compact binary neural networks for human activity recognition on RISC-V processors.
Proceedings of the CF '21: Computing Frontiers Conference, 2021
2020
Modeling and Simulation of Cyber-Physical Electrical Energy Systems With SystemC-AMS.
IEEE Trans. Sustain. Comput., 2020
Energy-Efficient Adaptive Machine Learning on IoT End-Nodes With Class-Dependent Confidence.
Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020
Predicting Hard Disk Failures in Data Centers Using Temporal Convolutional Neural Networks.
Proceedings of the Euro-Par 2020: Parallel Processing Workshops, 2020
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020
2019
Battery-Aware Operation Range Estimation for Terrestrial and Aerial Electric Vehicles.
IEEE Trans. Veh. Technol., 2019
A Cross-level Verification Methodology for Digital IPs Augmented with Embedded Timing Monitors.
ACM Trans. Design Autom. Electr. Syst., 2019
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019
IEEE Access, 2019
Proceedings of the 2019 IEEE/ACM International Symposium on Low Power Electronics and Design, 2019
Proceedings of the 26th IEEE International Conference on Electronics, Circuits and Systems, 2019
Proceedings of the 26th IEEE International Conference on Electronics, Circuits and Systems, 2019
Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019
Proceedings of the 56th Annual Design Automation Conference 2019, 2019
2018
IEEE Trans. Image Process., 2018
Proceedings of the International Symposium on Low Power Electronics and Design, 2018
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
Proceedings of the 2018 on Great Lakes Symposium on VLSI, 2018
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018
2017
ACM Trans. Design Autom. Electr. Syst., 2017
Proceedings of the 27th International Symposium on Power and Timing Modeling, 2017
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017
2016
Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016
Serial T0: approximate bus encoding for energy-efficient transmission of sensor signals.
Proceedings of the 53rd Annual Design Automation Conference, 2016
2015
An automated design flow for approximate circuits based on reduced precision redundancy.
Proceedings of the 33rd IEEE International Conference on Computer Design, 2015
Acceleration of microwave imaging algorithms for breast cancer detection via High-Level Synthesis.
Proceedings of the 33rd IEEE International Conference on Computer Design, 2015
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2015