Danilo Pau
Orcid: 0000-0003-1585-2313
According to our database1,
Danilo Pau
authored at least 102 papers
between 2000 and 2024.
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Bibliography
2024
Towards Full Forward On-Tiny-Device Learning: A Guided Search for a Randomly Initialized Neural Network.
Algorithms, 2024
A Practical Framework for Designing and Deploying Tiny Deep Neural Networks on Microcontrollers.
Proceedings of the IEEE International Conference on Consumer Electronics, 2024
2023
IEEE Trans. Circuits Syst. II Express Briefs, April, 2023
Modelling the Field Oriented Control applied to a 3-phase Permanent Magnet Synchronous Motor<.
Softw. Impacts, March, 2023
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023
Mel Power Spectrogram Approximation By Tiny Neural Networks for Home Appliances Classification.
Proceedings of the 2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2023
Ultra-Tiny Neural Network for Compensation of Post-soldering Thermal Drift in MEMS Pressure Sensors.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2023
Improving Robustness Against Adversarial Attacks with Deeply Quantized Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2023
Coding Mel Spectrogram using Keras and Tensorflow for Home Appliances Tiny Classification.
Proceedings of the IEEE International Conference on Consumer Electronics, 2023
Proceedings of the IEEE International Conference on Consumer Electronics, 2023
Proceedings of the IEEE International Conference on Consumer Electronics, 2023
Tiny compensation of pressure drift measurements due to long exposures to high temperatures.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023
Proceedings of the IEEE Global Conference on Artificial Intelligence and Internet of Things, 2023
Tiny Machine Learning Business Intelligence in the Semiconductor Industry: A Case Study.
Proceedings of the IEEE Global Conference on Artificial Intelligence and Internet of Things, 2023
Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2023
2022
Expert Syst. Appl., 2022
Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022
Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2022
Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2022
Constrained Neural Estimation of Bluetooth Direction of Arrival with Non-Uniform Arrays.
Proceedings of the IEEE International Conference on Consumer Electronics, 2022
Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022
2021
Microprocess. Microsystems, November, 2021
A Low-Cost, Low-Power and Real-Time Image Detector for Grape Leaf Esca Disease Based on a Compressed CNN.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2021
Characterization of Neural Networks Automatically Mapped on Automotive-grade Microcontrollers.
CoRR, 2021
Proceedings of the 6th IEEE International Forum on Research and Technology for Society and Industry, 2021
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Low-Power Anomaly Detection and Classification System based on a Partially Binarized Autoencoder for In-Sensor Computing.
Proceedings of the 28th IEEE International Conference on Electronics, 2021
Tiny defects identification of mechanical components in die-cast aluminum using artificial neural networks for micro-controllers.
Proceedings of the IEEE International Conference on Consumer Electronics, 2021
Comparing Industry Frameworks with Deeply Quantized Neural Networks on Microcontrollers.
Proceedings of the IEEE International Conference on Consumer Electronics, 2021
Online learning on tiny micro-controllers for anomaly detection in water distribution systems.
Proceedings of the 11th IEEE International Conference on Consumer Electronics, 2021
Microcontroller architectures for battery state of charge prediction with tiny neural networks.
Proceedings of the 11th IEEE International Conference on Consumer Electronics, 2021
Proceedings of the 10th IEEE Global Conference on Consumer Electronics, 2021
Fixed complexity tiny reservoir heterogeneous network for on-line ECG learning of anomalies.
Proceedings of the 10th IEEE Global Conference on Consumer Electronics, 2021
Resource Constrained Neural Networks for Direction-of-Arrival Estimation in Micro-controllers.
Proceedings of the AIMLSystems 2021: The First International Conference on AI-ML-Systems, Bangalore India, October 21, 2021
2020
A Partially Binarized Hybrid Neural Network System for Low-Power and Resource Constrained Human Activity Recognition.
IEEE Trans. Circuits Syst., 2020
Embeddable Circuit for Orientation Independent Processing in Ultra Low-Power Tri-Axial Inertial Sensors.
IEEE Trans. Circuits Syst. II Express Briefs, 2020
Li-Ion Batteries Parameter Estimation With Tiny Neural Networks Embedded on Intelligent IoT Microcontrollers.
IEEE Access, 2020
Tiny Neural Networks for Environmental Predictions: An Integrated Approach with Miosix.
Proceedings of the IEEE International Conference on Smart Computing, 2020
Tuning Deep Neural Network's Hyperparameters Constrained to Deployability on Tiny Systems.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020
Low Power Tiny Binary Neural Network with improved accuracy in Human Recognition Systems.
Proceedings of the 23rd Euromicro Conference on Digital System Design, 2020
Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020
2019
Embedding Recurrent Neural Networks in Wearable Systems for Real-Time Fall Detection.
Microprocess. Microsystems, 2019
Proceedings of the 5th IEEE International forum on Research and Technology for Society and Industry, 2019
Proceedings of the 5th IEEE International forum on Research and Technology for Society and Industry, 2019
Intelligent Embedded Load Detection at the Edge on Industry 4.0 Powertrains Applications.
Proceedings of the 5th IEEE International forum on Research and Technology for Society and Industry, 2019
Proceedings of the 17th IEEE International New Circuits and Systems Conference, 2019
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019
SEMIoTICS Architectural Framework: End-to-end Security, Connectivity and Interoperability for Industrial IoT.
Proceedings of the 2019 Global IoT Summit, 2019
Artificial intelligent sensors at the core of cyber-physical-systems: from theory to practical applications.
Proceedings of the 16th ACM International Conference on Computing Frontiers, 2019
2018
Automated Generation of a Single Shot Detector C Library from High Level Deep Learning Frameworks.
Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018
Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018
An open-source extendable, highly-accurate and security aware simulator for cloud applications.
Proceedings of the 21st Conference on Innovation in Clouds, 2018
Proceedings of the 2018 International Conference on IC Design & Technology, 2018
Proceedings of the IEEE International Conference on Consumer Electronics, 2018
Studying the Effects of Feature Extraction Settings on the Accuracy and Memory Requirements of Neural Networks for Keyword Spotting.
Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018
Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018
Proceedings of the 21st Euromicro Conference on Digital System Design, 2018
COSSIM: An Open-Source Integrated Solution to Address the Simulator Gap for Systems of Systems.
Proceedings of the 21st Euromicro Conference on Digital System Design, 2018
Low-power Design of a Gravity Rotation Module for HAR Systems Based on Inertial Sensors.
Proceedings of the 29th IEEE International Conference on Application-specific Systems, 2018
Proceedings of the First International Conference on Artificial Intelligence for Industries, 2018
2017
Intelligent embedded and real-time ANN-based motor control for multi-rotor unmanned aircraft systems.
Proceedings of the 2017 IFIP/IEEE International Conference on Very Large Scale Integration, 2017
Accurate cyber-physical system simulation for distributed visual search applications.
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017
Detecting changes at the sensor level in cyber-physical systems: Methodology and technological implementation.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Complexity and Accuracy of Hand-Crafted Detection Methods Compared to Convolutional Neural Networks.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
2016
Integr., 2016
Proceedings of the 2nd IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2016
Proceedings of the IEEE 6th International Conference on Consumer Electronics - Berlin, 2016
Proceedings of the IEEE 6th International Conference on Consumer Electronics - Berlin, 2016
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016
2015
FASTER: Facilitating Analysis and Synthesis Technologies for Effective Reconfiguration.
Microprocess. Microsystems, 2015
Local detectors and compact descriptors for visual search: A quantitative comparison.
Digit. Signal Process., 2015
A Multi-signal Variant for the GPU-based Parallelization of Growing Self-Organizing Networks.
CoRR, 2015
A Run-Time System for Partially Reconfigurable FPGAs: The case of STMicroelectronics SPEAr board.
Proceedings of the Parallel Computing: On the Road to Exascale, 2015
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015
Proceedings of the 2015 International Conference on 3D Vision, 2015
2014
FPGA-Based Design Using the FASTER Toolchain: The Case of STM Spear Development Board.
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2014
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014
Proceedings of the Reconfigurable Computing: Architectures, Tools, and Applications, 2014
2013
Proceedings of the IEEE Third International Conference on Consumer Electronics, 2013
Proceedings of the IEEE Third International Conference on Consumer Electronics, 2013
Proceedings of the IEEE Third International Conference on Consumer Electronics, 2013
Proceedings of the IEEE Third International Conference on Consumer Electronics, 2013
2012
GPU-based Parallel Implementation of a Growing Self-organizing Network.
Proceedings of the ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Rome, Italy, 28, 2012
Proceedings of the IEEE Second International Conference on Consumer Electronics - Berlin, 2012
Proceedings of the IEEE Second International Conference on Consumer Electronics - Berlin, 2012
Proceedings of the 2012 Second International Conference on 3D Imaging, 2012
2006
Adaptive Frame Rate Up-conversion with Motion Extraction from 3D Space for 3D Pipelines.
Proceedings of the Fourth Eurographics Italian Chapter Conference 2006, 2006
2003
Spatial-temporal motion estimation for image reconstruction and mouse functionality with optical or capacitive sensors.
IEEE Trans. Consumer Electron., 2003
2002
An innovative, programmable architecture for ultra-low power motion estimation in reduced memory MPEG-4 encoder.
IEEE Trans. Consumer Electron., 2002
Proceedings of the 20th International Conference on Computer Design (ICCD 2002), 2002
2000
An innovative, high quality and search window independent motion estimation algorithm and architecture for MPEG-2 encoding.
IEEE Trans. Consumer Electron., 2000