Francesco Leporati
Orcid: 0000-0003-2901-4935
According to our database1,
Francesco Leporati
authored at least 84 papers
between 1993 and 2024.
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Bibliography
2024
Edge and cloud computing approaches in the early diagnosis of skin cancer with attention-based vision transformer through hyperspectral imaging.
J. Supercomput., July, 2024
J. Real Time Image Process., July, 2024
Acceleration of Hyperspectral Skin Cancer Image Classification through Parallel Machine-Learning Methods.
Sensors, March, 2024
FPGA Design of Digital Circuits for Phonocardiogram Pre-Processing Enabling Real-Time and Low-Power AI Processing.
Proceedings of the 27th Euromicro Conference on Digital System Design, 2024
HS2RGB: an Encoder Approach to Transform Hyper-Spectral Images to Enriched RGB Images.
Proceedings of the 27th Euromicro Conference on Digital System Design, 2024
Proceedings of the 27th Euromicro Conference on Digital System Design, 2024
2023
Microprocess. Microsystems, April, 2023
Spatial-Spectral Feature Extraction With Local Covariance Matrix From Hyperspectral Images Through Hybrid Parallelization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023
An Attention-Based Parallel Algorithm for Hyperspectral Skin Cancer Classification on Low-Power GPUs.
Proceedings of the 26th Euromicro Conference on Digital System Design, 2023
Acceleration of a CNN-based Heart Sound Segmenter: Implementation on Different Platforms Targeting a Wearable Device.
Proceedings of the 26th Euromicro Conference on Digital System Design, 2023
2022
Deep Convolutional Generative Adversarial Networks to Enhance Artificial Intelligence in Healthcare: A Skin Cancer Application.
Sensors, 2022
Neural Networks-Based On-Site Dermatologic Diagnosis through Hyperspectral Epidermal Images.
Sensors, 2022
Evaluation of Preprocessing Methods on Independent Medical Hyperspectral Databases to Improve Analysis.
Sensors, 2022
FPGA High Level Synthesis for the classification of skin tumors with hyperspectral images.
Proceedings of the 11th Mediterranean Conference on Embedded Computing, 2022
Proceedings of the 25th Euromicro Conference on Digital System Design, 2022
2021
A low power and real-time hardware recurrent neural network for time series analysis on wearable devices.
Microprocess. Microsystems, November, 2021
Guest Editorial: Special Section on New Trends in Parallel and Distributed Computing for Human Sensible Applications.
IEEE Trans. Emerg. Top. Comput., 2021
Granular layEr Simulator: Design and Multi-GPU Simulation of the Cerebellar Granular Layer.
Frontiers Comput. Neurosci., 2021
Deep learning and lung ultrasound for Covid-19 pneumonia detection and severity classification.
Comput. Biol. Medicine, 2021
2020
Towards Real-Time Computing of Intraoperative Hyperspectral Imaging for Brain Cancer Detection Using Multi-GPU Platforms.
IEEE Access, 2020
Proceedings of the 28th Euromicro International Conference on Parallel, 2020
Proceedings of the 23rd Euromicro Conference on Digital System Design, 2020
2019
Deep Recurrent Neural Networks for Edge Monitoring of Personal Risk and Warning Situations.
Sci. Program., 2019
Embedding Recurrent Neural Networks in Wearable Systems for Real-Time Fall Detection.
Microprocess. Microsystems, 2019
Exploiting multi-core and many-core architectures for efficient simulation of biologically realistic models of Golgi cells.
J. Parallel Distributed Comput., 2019
Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications.
IEEE Access, 2019
Proceedings of the 27th Euromicro International Conference on Parallel, 2019
Automatic and Unsupervised Identification of Specific Biochemical Features from Raman Mapping Data.
Proceedings of the 22nd Euromicro Conference on Digital System Design, 2019
2018
Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images.
Sensors, 2018
Acceleration of brain cancer detection algorithms during surgery procedures using GPUs.
Microprocess. Microsystems, 2018
A suite of parallel algorithms for efficient band selection from hyperspectral images.
J. Real Time Image Process., 2018
Proceedings of the 21st Euromicro Conference on Digital System Design, 2018
2017
Block matching super-resolution parallel GPU implementation for computational imaging.
IEEE Trans. Consumer Electron., 2017
Comput. Biol. Medicine, 2017
Proceedings of the 25th Euromicro International Conference on Parallel, 2017
Proceedings of the 25th Euromicro International Conference on Parallel, 2017
Proceedings of the 6th Mediterranean Conference on Embedded Computing, 2017
Proceedings of the Euromicro Conference on Digital System Design, 2017
2016
A Localized Surface Plasmon Resonance-Based Portable Instrument for Quick On-Site Biomolecular Detection.
IEEE Trans. Instrum. Meas., 2016
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Microprocess. Microsystems, 2016
Microprocess. Microsystems, 2016
The Human Brain Project: Parallel technologies for biologically accurate simulation of Granule cells.
Microprocess. Microsystems, 2016
2015
Microprocess. Microsystems, 2015
The Human Brain Project: High Performance Computing for Brain Cells Hw/Sw Simulation and Understanding.
Proceedings of the 2015 Euromicro Conference on Digital System Design, 2015
2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
2013
IEEE Geosci. Remote. Sens. Lett., 2013
A Novel Portable Surface Plasmon Resonance Based Imaging Instrument for On-Site Multi-Analyte Detection.
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013
Identification and evaluation of parameters for the prevention of pressure ulcers in hospitalized patients.
Proceedings of Eurocon 2013, 2013
Proceedings of the 2013 Euromicro Conference on Digital System Design, 2013
Capacitive Sensors Matrix for Interface Pressure Measurement in Clinical, Ergonomic and Automotive Environments.
Proceedings of the 2013 Euromicro Conference on Digital System Design, 2013
2012
Proceedings of the 15th Euromicro Conference on Digital System Design, 2012
2011
IEEE Trans. Ind. Informatics, 2011
Microprocess. Microsystems, 2011
A Wearable Intelligent System for the Health of Expectant Mom's and of Their Children.
Proceedings of the 14th Euromicro Conference on Digital System Design, 2011
2010
Scalable Comput. Pract. Exp., 2010
IEEE Embed. Syst. Lett., 2010
Proceedings of the 13th Euromicro Conference on Digital System Design, 2010
2009
An FPGA-Based Embedded System for Fingerprint Matching Using Phase-Only Correlation Algorithm.
Proceedings of the 12th Euromicro Conference on Digital System Design, 2009
2008
An Embedded Acquisition System for Remote Monitoring of Tire Status in F1 Race Cars through Thermal Images.
Proceedings of the 11th Euromicro Conference on Digital System Design: Architectures, 2008
2007
Proceedings of the 15th Euromicro International Conference on Parallel, 2007
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007
2004
New Computer Model of a Dipolar System with Hexagonal Geometry in Presence of an External Electric Field.
Proceedings of the Computer and Information Sciences, 2004
A new technique to calculate dipolar energy and its implementation onto an application specific processor.
Proceedings of the First Conference on Computing Frontiers, 2004
2003
Data acquisition system for measurements in free moving subjects and its applications.
IEEE Trans. Instrum. Meas., 2003
Proceedings of the 11th Euromicro Workshop on Parallel, 2003
A Development and Simulation Environment for a Floating Point Operations FPGA Based Accelerator.
Proceedings of the 2003 Euromicro Symposium on Digital Systems Design (DSD 2003), 2003
2002
Proceedings of the 10th Euromicro Workshop on Parallel, 2002
2001
A Parallel Neurochip for Neural Networks Implementing the Reactive Tabu Search Algorithm: Application Case Studies.
Proceedings of the Ninth Euromicro Workshop on Parallel and Distributed Processing, 2001
Portable Acquisition System for Measurements of Pressures, Temperatures and Humidity in Lower Limb Prosthesis.
Proceedings of the Euromicro Symposium on Digital Systems Design 2001 (Euro-DSD 2001), 2001
2000
Notacheck: A Parallel DSP-Based Architecture for Real Time High Resolution Inspection of Bank-Notes.
Proceedings of the Fifth International Workshop on Computer Architectures for Machine Perception (CAMP 2000), 2000
1999
An application specific environment for the simulation of interacting particle systems.
J. Syst. Archit., 1999
Proceedings of the Seventh Euromicro Workshop on Parallel and Distributed Processing. PDP'99, 1999
1998
1997
Simulation of poly-electrolyte solutions on a parallel dedicated system.
Proceedings of the Fifth Euromicro Workshop on Parallel and Distributed Processing (PDP '97), 1997
1996
Proceedings of the 4th Euromicro Workshop on Parallel and Distributed Processing (PDP '96), 1996
Proceedings of the Conference on Parallel Computational Fluid Dynamics 1996, 1996
1993
Proceedings of the International Conference on Application-Specific Array Processors, 1993