Francesco Leporati

90 papers B 1C 33Journal 46Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Ultraefficient Compressed Phonocardiogram Classification on a Custom Embedded Neural Accelerator.
IEEE Internet Things J.
Domenico Ragusa, Rens Baeyens, Danilo Pau, Elisa Marenzi, Jan Steckel, Walter Daems, Francesco Leporati, Emanuele Torti
2025 — conf
Segmentation of Intraoperative Glioblastoma Hyperspectral Images Using Self-Supervised U-Net++.
VISIGRAPP (3): VISAPP
Marco Gazzoni, Marco La Salvia, Emanuele Torti, Elisa Marenzi, Raquel León, Samuel Ortega, Beatriz Martínez, Himar Fabelo, Gustavo M. Callicó, Francesco Leporati
2025 J jnl
Vision Transformer for Brain Tumor Detection Using Hyperspectral Images With Reduced Spectral Bands.
IEEE Access
Domenico Ragusa, Marco Gazzoni, Emanuele Torti, Elisa Marenzi, Francesco Leporati
2024 C conf
3D Decision Support Tool for Brain Tumour Surgery: The STRATUM Project.
DSD
Himar Fabelo, Raquel León, Emanuele Torti, Santiago Marco, Max Verbers, Yann Falevoz, Yolanda Ramallo-Fariña, Christian Weis, Ana M. Wägner, Eduardo Juárez Martínez, Claudio Rial, Alfonso Lagares, Gustav Burström, Francesco Leporati, Elisa Marenzi, Teresa Cervero, Miquel Moretó, Giovanni Danese, Sveta Zinger, Francesca Manni, Maria Luisa Alvarez-Male, Jesús Morera, Bernardino Clavo, Gustavo M. Callicó, Stratum Consortium
2024 J jnl
Acceleration of Hyperspectral Skin Cancer Image Classification through Parallel Machine-Learning Methods.
Sensors
Bernardo Petracchi, Emanuele Torti, Elisa Marenzi, Francesco Leporati
2024 J jnl
Edge and cloud computing approaches in the early diagnosis of skin cancer with attention-based vision transformer through hyperspectral imaging.
J. Supercomput.
Marco La Salvia, Emanuele Torti, Elisa Marenzi, Giovanni Danese, Francesco Leporati
2024 C conf
FPGA Design of Digital Circuits for Phonocardiogram Pre-Processing Enabling Real-Time and Low-Power AI Processing.
DSD
Domenico Ragusa, Antonio J. Rodríguez-Almeida, Marco Gazzoni, Emanuele Torti, Elisa Marenzi, Himar Fabelo, Gustavo M. Callicó, Francesco Leporati
2024 J jnl
GPU-based key-frame selection of pulmonary ultrasound images to detect COVID-19.
J. Real Time Image Process.
Emanuele Torti, Marco Gazzoni, Elisa Marenzi, Francesco Leporati
2024 C conf
HS2RGB: an Encoder Approach to Transform Hyper-Spectral Images to Enriched RGB Images.
DSD
Marco Gazzoni, Emanuele Torti, Elisa Marenzi, Giovanni Danese, Francesco Leporati
2024 J jnl
Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications.
CoRR
Raquel Lazcano, Daniel Madroñal, Giordana Florimbi, Jaime Sancho, Sergio Sánchez Ramírez, Raquel León, Himar Fabelo, Samuel Ortega, Emanuele Torti, Rubén Salvador, Margarita Marrero-Martin, Francesco Leporati, Eduardo Juárez, Gustavo M. Callicó, César Sanz
2023 C conf
Acceleration of a CNN-based Heart Sound Segmenter: Implementation on Different Platforms Targeting a Wearable Device.
DSD
Domenico Ragusa, Antonio J. Rodríguez-Almeida, Stephan Nolting, Emanuele Torti, Himar Fabelo, Ingo Hoyer, Alexander Utz, Gustavo M. Callicó, Francesco Leporati
2023 C conf
An Attention-Based Parallel Algorithm for Hyperspectral Skin Cancer Classification on Low-Power GPUs.
DSD
Emanuele Torti, Marco Gazzoni, Elisa Marenzi, Raquel León, Gustavo Marrero Callicó, Giovanni Danese, Francesco Leporati
2023 J jnl
Editorial: Recent developments and the future of
Microprocess. Microsystems
Lech Józwiak, Francesco Leporati
2023 B conf
Machine Learning-Based Classification of Skin Cancer Hyperspectral Images.
KES
Bernardo Petracchi, Marco Gazzoni, Emanuele Torti, Elisa Marenzi, Francesco Leporati
2023 J jnl
Spatial-Spectral Feature Extraction With Local Covariance Matrix From Hyperspectral Images Through Hybrid Parallelization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Emanuele Torti, Elisa Marenzi, Giovanni Danese, Antonio J. Plaza, Francesco Leporati
2022 C conf
Attention-based Skin Cancer Classification Through Hyperspectral Imaging.
DSD
Marco La Salvia, Emanuele Torti, Marco Gazzoni, Elisa Marenzi, Raquel León, Samuel Ortega, Himar Fabelo, Gustavo M. Callicó, Francesco Leporati
2022 J jnl
Deep Convolutional Generative Adversarial Networks to Enhance Artificial Intelligence in Healthcare: A Skin Cancer Application.
Sensors
Marco La Salvia, Emanuele Torti, Raquel León, Himar Fabelo, Samuel Ortega, Beatriz Martínez-Vega, Gustavo M. Callicó, Francesco Leporati
2022 J jnl
Evaluation of Preprocessing Methods on Independent Medical Hyperspectral Databases to Improve Analysis.
Sensors
Beatriz Martínez-Vega, Mariia Tkachenko, Marianne Maktabi, Samuel Ortega, Himar Fabelo, Francisco Balea-Fernández, Marco La Salvia, Emanuele Torti, Francesco Leporati, Gustavo M. Callicó, Claire Chalopin
2022 — conf
FPGA High Level Synthesis for the classification of skin tumors with hyperspectral images.
MECO
Elisa Marenzi, Emanuele Torti, Giovanni Danese, Francesco Leporati
2022 J jnl
Neural Networks-Based On-Site Dermatologic Diagnosis through Hyperspectral Epidermal Images.
Sensors
Marco La Salvia, Emanuele Torti, Raquel León, Himar Fabelo, Samuel Ortega, Francisco Balea-Fernández, Beatriz Martínez-Vega, Irene Castaño, Pablo Almeida, Gregorio Carretero, Javier A. Hernández, Gustavo M. Callicó, Francesco Leporati
2021 C ed.
24th Euromicro Conference on Digital System Design, DSD 2021, Virtual Event / Palermo, Sicily, Italy, September 1-3, 2021
DSD
Francesco Leporati, Salvatore Vitabile, Amund Skavhaug
2021 J jnl
A low power and real-time hardware recurrent neural network for time series analysis on wearable devices.
Microprocess. Microsystems
Emanuele Torti, Cristina D'Amato, Giovanni Danese, Francesco Leporati
2021 J jnl
Deep learning and lung ultrasound for Covid-19 pneumonia detection and severity classification.
Comput. Biol. Medicine
Marco La Salvia, Gianmarco Secco, Emanuele Torti, Giordana Florimbi, Luca Guido, Paolo Lago, Francesco Salinaro, Stefano Perlini, Francesco Leporati
2021 J jnl
Granular layEr Simulator: Design and Multi-GPU Simulation of the Cerebellar Granular Layer.
Frontiers Comput. Neurosci.
Giordana Florimbi, Emanuele Torti, Stefano Masoli, Egidio D'Angelo, Francesco Leporati
2021 J jnl
Guest Editorial: Special Section on New Trends in Parallel and Distributed Computing for Human Sensible Applications.
IEEE Trans. Emerg. Top. Comput.
Daniele D'Agostino, Francesco Leporati, Massimo Torquati, Jingling Xue
2020 C conf
An Hardware Recurrent Neural Network for Wearable Devices.
DSD
Emanuele Torti, Cristina D'Amato, Giovanni Danese, Francesco Leporati
2020 C conf
Preface from General Co-Chairs: PDP 2020.
PDP
Masoud Daneshtalab, Francesco Leporati, Mikael Sjödin
2020 J jnl
Towards Real-Time Computing of Intraoperative Hyperspectral Imaging for Brain Cancer Detection Using Multi-GPU Platforms.
IEEE Access
Giordana Florimbi, Himar Fabelo, Emanuele Torti, Samuel Ortega, Margarita Marrero-Martin, Gustavo M. Callicó, Giovanni Danese, Francesco Leporati
2019 C conf
Automatic and Unsupervised Identification of Specific Biochemical Features from Raman Mapping Data.
DSD
Emanuele Torti, Beatrice Marcinnò, Renzo Vanna, Carlo Morasso, Francesca Picotti, Laura Villani, Francesco Leporati
2019 J jnl
Deep Recurrent Neural Networks for Edge Monitoring of Personal Risk and Warning Situations.
Sci. Program.
Emanuele Torti, Mirto Musci, Federico Guareschi, Francesco Leporati, Marco Piastra
2019 J jnl
Embedding Recurrent Neural Networks in Wearable Systems for Real-Time Fall Detection.
Microprocess. Microsystems
Emanuele Torti, Alessandro Fontanella, Mirto Musci, Nicola Blago, Danilo Pau, Francesco Leporati, Marco Piastra
2019 J jnl
Exploiting multi-core and many-core architectures for efficient simulation of biologically realistic models of Golgi cells.
J. Parallel Distributed Comput.
Giordana Florimbi, Emanuele Torti, Stefano Masoli, Egidio D'Angelo, Giovanni Danese, Francesco Leporati
2019 C conf
GPU Parallelization of Realistic Purkinje Cells with Complex Morphology.
PDP
Emanuele Torti, Stefano Masoli, Giordana Florimbi, Egidio D'Angelo, Marta Ticli, Francesco Leporati
2019 J jnl
Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications.
IEEE Access
Raquel Lazcano, Daniel Madroñal, Giordana Florimbi, Jaime Sancho, Sergio Sánchez Ramírez, Raquel León, Himar Fabelo, Samuel Ortega, Emanuele Torti, Rubén Salvador, Margarita Marrero-Martin, Francesco Leporati, Eduardo Juárez Martínez, Gustavo M. Callicó, César Sanz
2018 J jnl
A suite of parallel algorithms for efficient band selection from hyperspectral images.
J. Real Time Image Process.
Alessandro Fontanella, Elisa Marenzi, Emanuele Torti, Giovanni Danese, Antonio Plaza, Francesco Leporati
2018 J jnl
Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images.
Sensors
Giordana Florimbi, Himar Fabelo, Emanuele Torti, Raquel Lazcano, Daniel Madroñal, Samuel Ortega, Rubén Salvador, Francesco Leporati, Giovanni Danese, Abelardo Báez-Quevedo, Gustavo M. Callicó, Eduardo Juárez, César Sanz, Roberto Sarmiento
2018 J jnl
Acceleration of brain cancer detection algorithms during surgery procedures using GPUs.
Microprocess. Microsystems
Emanuele Torti, Alessandro Fontanella, Giordana Florimbi, Francesco Leporati, Himar Fabelo, Samuel Ortega, Gustavo M. Callicó
2018 C conf
Embedded Real-Time Fall Detection with Deep Learning on Wearable Devices.
DSD
Emanuele Torti, Alessandro Fontanella, Mirto Musci, Nicola Blago, Danilo Pau, Francesco Leporati, Marco Piastra
2017 J jnl
Block matching super-resolution parallel GPU implementation for computational imaging.
IEEE Trans. Consumer Electron.
Elisa Marenzi, Emanuele Torti, Francesco Leporati, Eduardo Quevedo, Gustavo M. Callicó
2017 J jnl
Custom FPGA processing for real-time fetal ECG extraction and identification.
Comput. Biol. Medicine
Emanuele Torti, D. Koliopoulos, M. Matraxia, Giovanni Danese, Francesco Leporati
2017 — conf
Development of a real-time heart rate estimation algorithm on a low-power device.
MECO
Pietro Canale, Alessandro Fontanella, Emanuele Torti, Giovanni Danese, Francesco Leporati
2017 C conf
Efficient Parallelization of Motion Estimation for Super-Resolution.
PDP
Elisa Marenzi, Andrea Carrus, Giovanni Danese, Francesco Leporati, Gustavo Marrero Callicó
2017 C conf
High Performant Simulations of Cerebellar Golgi Cells Activity.
PDP
Giordana Florimbi, Emanuele Torti, Giovanni Danese, Francesco Leporati
2017 C conf
The HELICoiD Project: Parallel SVM for Brain Cancer Classification.
DSD
Emanuele Torti, Camilla Cividini, Alessandro Gatti, Giovanni Danese, Francesco Leporati, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó
2016 J jnl
A Hybrid CPU-GPU Real-Time Hyperspectral Unmixing Chain.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Emanuele Torti, Giovanni Danese, Francesco Leporati, Antonio Plaza
2016 J jnl
A Localized Surface Plasmon Resonance-Based Portable Instrument for Quick On-Site Biomolecular Detection.
IEEE Trans. Instrum. Meas.
Sara Rampazzi, Giovanni Danese, Francesco Leporati, Franco Marabelli
2016 J jnl
Special Section on Advanced Systems for Health, Wellness and Personal Assistance.
Microprocess. Microsystems
Francesco Leporati, Gian Mario Bertolotti, Janusz Jezewski, Adam Pawlak
2016 J jnl
Special Section on European Projects in Embedded System Design 2015.
Microprocess. Microsystems
Francesco Leporati, Lech Józwiak
2016 J jnl
The Human Brain Project: Parallel technologies for biologically accurate simulation of Granule cells.
Microprocess. Microsystems
Giordana Florimbi, Emanuele Torti, Stefano Masoli, Egidio D'Angelo, Giovanni Danese, Francesco Leporati
2015 J jnl
MICPRO DSD 2014 special issue.
Microprocess. Microsystems
Francesco Leporati, José Silva Matos
2015 J jnl
MICPRO special issue on European projects in embedded system design 2014.
Microprocess. Microsystems
Francesco Leporati, Lech Józwiak
2015 C conf
The Human Brain Project: High Performance Computing for Brain Cells Hw/Sw Simulation and Understanding.
DSD
Egidio D'Angelo, Giovanni Danese, Giordana Florimbi, Francesco Leporati, Alessandra Majani, Stefano Masoli, Sergio M. G. Solinas, Emanuele Torti
2014 J jnl
MICPRO DSD 2013 Special Issue.
Microprocess. Microsystems
José Silva Matos, Francesco Leporati
2014 J jnl
Preface.
Microprocess. Microsystems
Francesco Leporati, Lech Józwiak
2014 J jnl
Real-Time Identification of Hyperspectral Subspaces.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Emanuele Torti, Marco Acquistapace, Giovanni Danese, Francesco Leporati, Antonio Plaza
2013 C conf
A Novel Portable Surface Plasmon Resonance Based Imaging Instrument for On-Site Multi-Analyte Detection.
FedCSIS
Sara Rampazzi, Francesco Leporati, Giovanni Danese, Lucia Fornasari, Franco Marabelli, Nelson Nazzicari, Andrea Valsesia
2013 C conf
Capacitive Sensors Matrix for Interface Pressure Measurement in Clinical, Ergonomic and Automotive Environments.
DSD
Elisa Marenzi, Gian Mario Bertolotti, Francesco Leporati, Giovanni Danese
2013 — conf
Identification and evaluation of parameters for the prevention of pressure ulcers in hospitalized patients.
EUROCON
Elisa Marenzi, Gian Mario Bertolotti, Andrea Cristiani, Fabrizio De Donno, Francesco Leporati, Giovanni Danese, Maurizio Bejor
2013 C conf
Lab on Chip: Portable Optical Device for On-site Multi-parametric Analysis.
DSD
Sara Rampazzi, Giovanni Danese, Lucia Fornasari, Francesco Leporati, Franco Marabelli, Nelson Nazzicari, Armand Valsesia
2013 J jnl
Preface.
Microprocess. Microsystems
Francesco Leporati, Lech Józwiak
2013 J jnl
Real-Time Implementation of the Vertex Component Analysis Algorithm on GPUs.
IEEE Geosci. Remote. Sens. Lett.
A. Barberis, Giovanni Danese, Francesco Leporati, Antonio Plaza, Emanuele Torti
2012 C conf
A Hardware Accelerator for Real Time Simulation of Complex Neuronal Models.
DSD
Alessandra Majani, Maria Chiara Lorena, Giovanni Danese, Francesco Leporati
2011 J jnl
A Novel Standard for Footwear Industrial Machineries.
IEEE Trans. Ind. Informatics
Giovanni Danese, Sergio Dulio, Mauro Giachero, Francesco Leporati, Nelson Nazzicari
2011 C conf
A Wearable Intelligent System for the Health of Expectant Mom's and of Their Children.
DSD
Giovanni Danese, Francesco Leporati, Alessandra Majani, Giulia Matrone, Enrico Merlino
2011 J jnl
An embedded multi-core biometric identification system.
Microprocess. Microsystems
Giovanni Danese, Mauro Giachero, Francesco Leporati, Nelson Nazzicari
2010 C conf
A Multicore Embedded Processor for Fingerprint Recognition.
DSD
Giovanni Danese, Mauro Giachero, Francesco Leporati, Nelson Nazzicari
2010 J jnl
A Video Elaboration System for Image Deinterlacing and Processing in Race Cars.
IEEE Embed. Syst. Lett.
Giovanni Danese, Mauro Giachero, Francesco Leporati, Alessandra Majani, Nelson Nazzicari, C. Virgili
2010 J jnl
High performance computing through SoC coprocessors.
Scalable Comput. Pract. Exp.
Giovanni Danese, Francesco Leporati, Marco Bera, Mauro Giachero, Nelson Nazzicari, Alvaro Spelgatti
2009 C conf
An FPGA-Based Embedded System for Fingerprint Matching Using Phase-Only Correlation Algorithm.
DSD
Giovanni Danese, Mauro Giachero, Francesco Leporati, Giulia Matrone, Nelson Nazzicari
2008 C conf
An Embedded Acquisition System for Remote Monitoring of Tire Status in F1 Race Cars through Thermal Images.
DSD
Giovanni Danese, Mauro Giachero, Francesco Leporati, Nelson Nazzicari, M. Nobis
2007 — conf
A Dedicated Hardware for Fingerprint Authentication.
KES (2)
Giovanni Danese, Mauro Giachero, Francesco Leporati, Giulia Matrone, Nelson Nazzicari
2007 J jnl
An Accelerator for Physics Simulations.
Comput. Sci. Eng.
Giovanni Danese, Francesco Leporati, Marco Bera, Mauro Giachero, Nelson Nazzicari, Alvaro Spelgatti
2007 C conf
An Application Specific Processor for Montecarlo Simulations.
PDP
Giovanni Danese, Francesco Leporati, Marco Bera, Mauro Giachero, Nelson Nazzicari, Alvaro Spelgatti
2004 — conf
A new technique to calculate dipolar energy and its implementation onto an application specific processor.
Conf. Computing Frontiers
Marco Bera, Giovanni Danese, Francesco Leporati, Alvaro Spelgatti
2004 — conf
New Computer Model of a Dipolar System with Hexagonal Geometry in Presence of an External Electric Field.
ISCIS
Rafaella Turri, M. Buscaglia, Giovanni Danese, Ivo De Lotto, Francesco Leporati
2003 C conf
A Development and Simulation Environment for a Floating Point Operations FPGA Based Accelerator.
DSD
Marco Bera, Giovanni Danese, Ivo De Lotto, Francesco Leporati, Alvaro Spelgatti
2003 C conf
An Accelerator for Double Precision Floating Point Operations.
PDP
Giovanni Danese, Ivo De Lotto, Francesco Leporati, M. Scaricabarozzi, Alvaro Spelgatti
2003 J jnl
Data acquisition system for measurements in free moving subjects and its applications.
IEEE Trans. Instrum. Meas.
Remo Lombardi, Giuseppe Coldani, Giovanni Danese, Roberto Gandolfi, Francesco Leporati
2002 J jnl
A Parallel Neural Processor for Real-Time Applications.
IEEE Micro
Giovanni Danese, Francesco Leporati, Stefano Ramat
2002 C conf
FPGA Based Coprocessor to Calculate the Energy of Dipolar System.
PDP
Giovanni Danese, Ivo De Lotto, Francesco Leporati, Alvaro Spelgatti
2001 C conf
A Parallel Neurochip for Neural Networks Implementing the Reactive Tabu Search Algorithm: Application Case Studies.
PDP
Giovanni Danese, Ivo De Lotto, Francesco Leporati, Alessio Quaglini, Stefano Ramat, Giampietro Tecchiolli
2001 C conf
Portable Acquisition System for Measurements of Pressures, Temperatures and Humidity in Lower Limb Prosthesis.
DSD
Giuseppe Coldani, Giovanni Danese, Roberto Gandolfi, P. Ghidetti, Francesco Leporati, Remo Lombardi
2000 — conf
Notacheck: A Parallel DSP-Based Architecture for Real Time High Resolution Inspection of Bank-Notes.
CAMP
Giuseppe Coldani, L. Cotrino, Giovanni Danese, Francesco Leporati, M. Maneri
1999 C conf
A parallel processor for neural networks.
PDP
Giovanni Danese, Ivo De Lotto, Francesco Leporati
1999 J jnl
An application specific environment for the simulation of interacting particle systems.
J. Syst. Archit.
Giovanni Danese, Ivo De Lotto, D. Dotti, Francesco Leporati
1998 J jnl
A correlator for light scattering experiments.
IEEE Trans. Instrum. Meas.
Giovanni Danese, Francesco Leporati, Remo Lombardi, Marco Roveda
1997 C conf
Simulation of poly-electrolyte solutions on a parallel dedicated system.
PDP
Giovanni Danese, Ivo De Lotto, D. Dotti, Francesco Leporati
1996 C conf
A Parallel Processing System for Simulations of Vortex Blob Interactions.
PDP
G. Braschi, Giovanni Danese, Ivo De Lotto, D. Dotti, M. Gallati, Francesco Leporati, M. Mazzoleni
1996 — conf
Vortex blob models implemented on a parallel special purpose computer.
Parallel CFD
G. Braschi, Giovanni Danese, Ivo De Lotto, D. Dotti, M. Gallati, Francesco Leporati, M. Mazzoleni
1993 — conf
Mapping Monte Carlo-Metropolis algorithm onto a double ring architecture.
ASAP
Giovanni Danese, Ivo De Lotto, D. Dotti, D. Lanterna, Francesco Leporati, Remo Lombardi, S. Romano