Francesco Leporati

Orcid: 0000-0003-2901-4935

According to our database1, Francesco Leporati authored at least 79 papers between 1993 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2024
Acceleration of Hyperspectral Skin Cancer Image Classification through Parallel Machine-Learning Methods.
Sensors, March, 2024

2023
Editorial: Recent developments and the future of <i>MICPRO</i>.
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

Machine Learning-Based Classification of Skin Cancer Hyperspectral Images.
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

Attention-based Skin Cancer Classification Through Hyperspectral Imaging.
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

Preface from General Co-Chairs: PDP 2020.
Proceedings of the 28th Euromicro International Conference on Parallel, 2020

An Hardware Recurrent Neural Network for Wearable Devices.
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

GPU Parallelization of Realistic Purkinje Cells with Complex Morphology.
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

Embedded Real-Time Fall Detection with Deep Learning on Wearable Devices.
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

Custom FPGA processing for real-time fetal ECG extraction and identification.
Comput. Biol. Medicine, 2017

Efficient Parallelization of Motion Estimation for Super-Resolution.
Proceedings of the 25th Euromicro International Conference on Parallel, 2017

High Performant Simulations of Cerebellar Golgi Cells Activity.
Proceedings of the 25th Euromicro International Conference on Parallel, 2017

Development of a real-time heart rate estimation algorithm on a low-power device.
Proceedings of the 6th Mediterranean Conference on Embedded Computing, 2017

The HELICoiD Project: Parallel SVM for Brain Cancer Classification.
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

A Hybrid CPU-GPU Real-Time Hyperspectral Unmixing Chain.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Special Section on European Projects in Embedded System Design 2015.
Microprocess. Microsystems, 2016

Special Section on Advanced Systems for Health, Wellness and Personal Assistance.
Microprocess. Microsystems, 2016

The Human Brain Project: Parallel technologies for biologically accurate simulation of Granule cells.
Microprocess. Microsystems, 2016

2015
MICPRO DSD 2014 special issue.
Microprocess. Microsystems, 2015

MICPRO special issue on European projects in embedded system design 2014.
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
Real-Time Identification of Hyperspectral Subspaces.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

MICPRO DSD 2013 Special Issue.
Microprocess. Microsystems, 2014

Preface.
Microprocess. Microsystems, 2014

2013
Real-Time Implementation of the Vertex Component Analysis Algorithm on GPUs.
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

Lab on Chip: Portable Optical Device for On-site Multi-parametric Analysis.
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
A Hardware Accelerator for Real Time Simulation of Complex Neuronal Models.
Proceedings of the 15th Euromicro Conference on Digital System Design, 2012

2011
A Novel Standard for Footwear Industrial Machineries.
IEEE Trans. Ind. Informatics, 2011

An embedded multi-core biometric identification system.
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
High performance computing through SoC coprocessors.
Scalable Comput. Pract. Exp., 2010

A Video Elaboration System for Image Deinterlacing and Processing in Race Cars.
IEEE Embed. Syst. Lett., 2010

A Multicore Embedded Processor for Fingerprint Recognition.
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
An Accelerator for Physics Simulations.
Comput. Sci. Eng., 2007

An Application Specific Processor for Montecarlo Simulations.
Proceedings of the 15th Euromicro International Conference on Parallel, 2007

A Dedicated Hardware for Fingerprint Authentication.
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

An Accelerator for Double Precision Floating Point Operations.
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
A Parallel Neural Processor for Real-Time Applications.
IEEE Micro, 2002

FPGA Based Coprocessor to Calculate the Energy of Dipolar System.
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

A parallel processor for neural networks.
Proceedings of the Seventh Euromicro Workshop on Parallel and Distributed Processing. PDP'99, 1999

1998
A correlator for light scattering experiments.
IEEE Trans. Instrum. Meas., 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
A Parallel Processing System for Simulations of Vortex Blob Interactions.
Proceedings of the 4th Euromicro Workshop on Parallel and Distributed Processing (PDP '96), 1996

Vortex blob models implemented on a parallel special purpose computer.
Proceedings of the Conference on Parallel Computational Fluid Dynamics 1996, 1996

1993
Mapping Monte Carlo-Metropolis algorithm onto a double ring architecture.
Proceedings of the International Conference on Application-Specific Array Processors, 1993


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