Francesco Leporati

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 42

Top Topics

Parallel Algorithm

Top Venues

Microprocess. Microsystems

Publications

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 Marrero Callicó, César Sanz
Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications. CoRR (2024)
Marco La Salvia, Emanuele Torti, Elisa Marenzi, Giovanni Danese, Francesco Leporati
Edge and cloud computing approaches in the early diagnosis of skin cancer with attention-based vision transformer through hyperspectral imaging. J. Supercomput. 80 (11) (2024)
Emanuele Torti, Marco Gazzoni, Elisa Marenzi, Francesco Leporati
GPU-based key-frame selection of pulmonary ultrasound images to detect COVID-19. J. Real Time Image Process. 21 (4) (2024)
Bernardo Petracchi, Emanuele Torti, Elisa Marenzi, Francesco Leporati
Acceleration of Hyperspectral Skin Cancer Image Classification through Parallel Machine-Learning Methods. Sensors 24 (5) (2024)
Bernardo Petracchi, Marco Gazzoni, Emanuele Torti, Elisa Marenzi, Francesco Leporati
Machine Learning-Based Classification of Skin Cancer Hyperspectral Images. KES (2023)
Emanuele Torti, Elisa Marenzi, Giovanni Danese, Antonio J. Plaza, Francesco Leporati
Spatial-Spectral Feature Extraction With Local Covariance Matrix From Hyperspectral Images Through Hybrid Parallelization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Emanuele Torti, Marco Gazzoni, Elisa Marenzi, Raquel León, Gustavo Marrero Callicó, Giovanni Danese, Francesco Leporati
An Attention-Based Parallel Algorithm for Hyperspectral Skin Cancer Classification on Low-Power GPUs. DSD (2023)
Domenico Ragusa, Antonio J. Rodríguez-Almeida, Stephan Nolting, Emanuele Torti, Himar Fabelo, Ingo Hoyer, Alexander Utz, Gustavo Marrero Callicó, Francesco Leporati
Acceleration of a CNN-based Heart Sound Segmenter: Implementation on Different Platforms Targeting a Wearable Device. DSD (2023)
Lech Józwiak, Francesco Leporati
. Microprocess. Microsystems 98 (2023)
Beatriz Martínez-Vega, Mariia Tkachenko, Marianne Matkabi, Samuel Ortega, Himar Fabelo, Francisco Balea-Fernández, Marco La Salvia, Emanuele Torti, Francesco Leporati, Gustavo Marrero Callicó, Claire Chalopin
Evaluation of Preprocessing Methods on Independent Medical Hyperspectral Databases to Improve Analysis. Sensors 22 (22) (2022)
Marco La Salvia, Emanuele Torti, Marco Gazzoni, Elisa Marenzi, Raquel León, Samuel Ortega, Himar Fabelo, Gustavo Marrero Callicó, Francesco Leporati
Attention-based Skin Cancer Classification Through Hyperspectral Imaging. DSD (2022)
Marco La Salvia, Emanuele Torti, Raquel León, Himar Fabelo, Samuel Ortega, Beatriz Martínez-Vega, Gustavo Marrero Callicó, Francesco Leporati
Deep Convolutional Generative Adversarial Networks to Enhance Artificial Intelligence in Healthcare: A Skin Cancer Application. Sensors 22 (16) (2022)
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 Marrero Callicó, Francesco Leporati
Neural Networks-Based On-Site Dermatologic Diagnosis through Hyperspectral Epidermal Images. Sensors 22 (19) (2022)
Elisa Marenzi, Emanuele Torti, Giovanni Danese, Francesco Leporati
FPGA High Level Synthesis for the classification of skin tumors with hyperspectral images. MECO (2022)
Marco La Salvia, Gianmarco Secco, Emanuele Torti, Giordana Florimbi, Luca Guido, Paolo Lago, Francesco Salinaro, Stefano Perlini, Francesco Leporati
Deep learning and lung ultrasound for Covid-19 pneumonia detection and severity classification. Comput. Biol. Medicine 136 (2021)
Daniele D'Agostino, Francesco Leporati, Massimo Torquati, Jingling Xue
Guest Editorial: Special Section on New Trends in Parallel and Distributed Computing for Human Sensible Applications. IEEE Trans. Emerg. Top. Comput. 9 (4) (2021)
Giordana Florimbi, Emanuele Torti, Stefano Masoli, Egidio D'Angelo, Francesco Leporati
Granular layEr Simulator: Design and Multi-GPU Simulation of the Cerebellar Granular Layer. Frontiers Comput. Neurosci. 15 (2021)
Emanuele Torti, Cristina D'Amato, Giovanni Danese, Francesco Leporati
A low power and real-time hardware recurrent neural network for time series analysis on wearable devices. Microprocess. Microsystems 87 (2021)
Giordana Florimbi, Himar Fabelo, Emanuele Torti, Samuel Ortega, Margarita Marrero-Martin, Gustavo Marrero Callicó, Giovanni Danese, Francesco Leporati
Towards Real-Time Computing of Intraoperative Hyperspectral Imaging for Brain Cancer Detection Using Multi-GPU Platforms. IEEE Access 8 (2020)
Emanuele Torti, Cristina D'Amato, Giovanni Danese, Francesco Leporati
An Hardware Recurrent Neural Network for Wearable Devices. DSD (2020)
Masoud Daneshtalab, Francesco Leporati, Mikael Sjödin
Preface from General Co-Chairs: PDP 2020. PDP (2020)
Emanuele Torti, Alessandro Fontanella, Mirto Musci, Nicola Blago, Danilo Pau, Francesco Leporati, Marco Piastra
Embedding Recurrent Neural Networks in Wearable Systems for Real-Time Fall Detection. Microprocess. Microsystems 71 (2019)
Emanuele Torti, Beatrice Marcinnò, Renzo Vanna, Carlo Morasso, Francesca Picotti, Laura Villani, Francesco Leporati
Automatic and Unsupervised Identification of Specific Biochemical Features from Raman Mapping Data. DSD (2019)
Giordana Florimbi, Emanuele Torti, Stefano Masoli, Egidio D'Angelo, Giovanni Danese, Francesco Leporati
Exploiting multi-core and many-core architectures for efficient simulation of biologically realistic models of Golgi cells. J. Parallel Distributed Comput. 126 (2019)
Raquel Lazcano, Daniel Madroñal, Giordana Florimbi, Jaime Sancho, Sergio Sánchez Ramírez, Raquel Leon, Himar Fabelo, Samuel Ortega, Emanuele Torti, Rubén Salvador, Margarita Marrero-Martin, Francesco Leporati, Eduardo Juárez Martínez, Gustavo Marrero Callicó, César Sanz
Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications. IEEE Access 7 (2019)
Emanuele Torti, Mirto Musci, Federico Guareschi, Francesco Leporati, Marco Piastra
Deep Recurrent Neural Networks for Edge Monitoring of Personal Risk and Warning Situations. Sci. Program. 2019 (2019)
Emanuele Torti, Stefano Masoli, Giordana Florimbi, Egidio D'Angelo, Marta Ticli, Francesco Leporati
GPU Parallelization of Realistic Purkinje Cells with Complex Morphology. PDP (2019)
Emanuele Torti, Alessandro Fontanella, Mirto Musci, Nicola Blago, Danilo Pau, Francesco Leporati, Marco Piastra
Embedded Real-Time Fall Detection with Deep Learning on Wearable Devices. DSD (2018)
Giordana Florimbi, Himar Fabelo, Emanuele Torti, Raquel Lazcano, Daniel Madroñal, Samuel Ortega, Rubén Salvador, Francesco Leporati, Giovanni Danese, Abelardo Báez-Quevedo, Gustavo Marrero Callicó, Eduardo Juárez, César Sanz, Roberto Sarmiento
Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images. Sensors 18 (7) (2018)
Emanuele Torti, Alessandro Fontanella, Giordana Florimbi, Francesco Leporati, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó
Acceleration of brain cancer detection algorithms during surgery procedures using GPUs. Microprocess. Microsystems 61 (2018)
Alessandro Fontanella, Elisa Marenzi, Emanuele Torti, Giovanni Danese, Antonio Plaza, Francesco Leporati
A suite of parallel algorithms for efficient band selection from hyperspectral images. J. Real Time Image Process. 15 (3) (2018)
Emanuele Torti, Camilla Cividini, Alessandro Gatti, Giovanni Danese, Francesco Leporati, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó
The HELICoiD Project: Parallel SVM for Brain Cancer Classification. DSD (2017)
Elisa Marenzi, Emanuele Torti, Francesco Leporati, Eduardo Quevedo, Gustavo Marrero Callicó
Block matching super-resolution parallel GPU implementation for computational imaging. IEEE Trans. Consumer Electron. 63 (4) (2017)
Emanuele Torti, D. Koliopoulos, M. Matraxia, Giovanni Danese, Francesco Leporati
Custom FPGA processing for real-time fetal ECG extraction and identification. Comput. Biol. Medicine 80 (2017)
Giordana Florimbi, Emanuele Torti, Giovanni Danese, Francesco Leporati
High Performant Simulations of Cerebellar Golgi Cells Activity. PDP (2017)
Pietro Canale, Alessandro Fontanella, Emanuele Torti, Giovanni Danese, Francesco Leporati
Development of a real-time heart rate estimation algorithm on a low-power device. MECO (2017)
Elisa Marenzi, Andrea Carrus, Giovanni Danese, Francesco Leporati, Gustavo Marrero Callicó
Efficient Parallelization of Motion Estimation for Super-Resolution. PDP (2017)
Francesco Leporati, Gian Mario Bertolotti, Janusz Jezewski, Adam Pawlak
Special Section on Advanced Systems for Health, Wellness and Personal Assistance. Microprocess. Microsystems 46 (2016)
Sara Rampazzi, Giovanni Danese, Francesco Leporati, Franco Marabelli
A Localized Surface Plasmon Resonance-Based Portable Instrument for Quick On-Site Biomolecular Detection. IEEE Trans. Instrum. Meas. 65 (2) (2016)
Francesco Leporati, Lech Józwiak
Special Section on European Projects in Embedded System Design 2015. Microprocess. Microsystems 47 (2016)
Emanuele Torti, Giovanni Danese, Francesco Leporati, Antonio Plaza
A Hybrid CPU-GPU Real-Time Hyperspectral Unmixing Chain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (2) (2016)
Giordana Florimbi, Emanuele Torti, Stefano Masoli, Egidio D'Angelo, Giovanni Danese, Francesco Leporati
The Human Brain Project: Parallel technologies for biologically accurate simulation of Granule cells. Microprocess. Microsystems 47 (2016)
Francesco Leporati, José Silva Matos
MICPRO DSD 2014 special issue. Microprocess. Microsystems 39 (8) (2015)
Egidio D'Angelo, Giovanni Danese, Giordana Florimbi, Francesco Leporati, Alessandra Majani, Stefano Masoli, Sergio Solinas, Emanuele Torti
The Human Brain Project: High Performance Computing for Brain Cells Hw/Sw Simulation and Understanding. DSD (2015)
Francesco Leporati, Lech Józwiak
MICPRO special issue on European projects in embedded system design 2014. Microprocess. Microsystems 39 (8) (2015)
Francesco Leporati, Lech Józwiak
Preface. Microprocess. Microsystems 38 (8) (2014)
Emanuele Torti, Marco Acquistapace, Giovanni Danese, Francesco Leporati, Antonio Plaza
Real-Time Identification of Hyperspectral Subspaces. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (6) (2014)
José Silva Matos, Francesco Leporati
MICPRO DSD 2013 Special Issue. Microprocess. Microsystems 38 (8) (2014)
Sara Rampazzi, Francesco Leporati, Giovanni Danese, Lucia Fornasari, Franco Marabelli, Nelson Nazzicari, Andrea Valsesia
A Novel Portable Surface Plasmon Resonance Based Imaging Instrument for On-Site Multi-Analyte Detection. FedCSIS (2013)
Elisa Marenzi, Gian Mario Bertolotti, Francesco Leporati, Giovanni Danese
Capacitive Sensors Matrix for Interface Pressure Measurement in Clinical, Ergonomic and Automotive Environments. DSD (2013)
A. Barberis, Giovanni Danese, Francesco Leporati, Antonio Plaza, Emanuele Torti
Real-Time Implementation of the Vertex Component Analysis Algorithm on GPUs. IEEE Geosci. Remote. Sens. Lett. 10 (2) (2013)
Elisa Marenzi, Gian Mario Bertolotti, Andrea Cristiani, Fabrizio De Donno, Francesco Leporati, Giovanni Danese, Maurizio Bejor
Identification and evaluation of parameters for the prevention of pressure ulcers in hospitalized patients. EUROCON (2013)
Sara Rampazzi, Giovanni Danese, Lucia Fornasari, Francesco Leporati, Franco Marabelli, Nelson Nazzicari, Armand Valsesia
Lab on Chip: Portable Optical Device for On-site Multi-parametric Analysis. DSD (2013)
Francesco Leporati, Lech Józwiak
Preface. Microprocess. Microsystems 37 (8-C) (2013)
Alessandra Majani, Maria Chiara Lorena, Giovanni Danese, Francesco Leporati
A Hardware Accelerator for Real Time Simulation of Complex Neuronal Models. DSD (2012)
Giovanni Danese, Mauro Giachero, Francesco Leporati, Nelson Nazzicari
An embedded multi-core biometric identification system. Microprocess. Microsystems 35 (5) (2011)
Giovanni Danese, Sergio Dulio, Mauro Giachero, Francesco Leporati, Nelson Nazzicari
A Novel Standard for Footwear Industrial Machineries. IEEE Trans. Ind. Informatics 7 (4) (2011)
Giovanni Danese, Francesco Leporati, Alessandra Majani, Giulia Matrone, Enrico Merlino
A Wearable Intelligent System for the Health of Expectant Mom's and of Their Children. DSD (2011)
Giovanni Danese, Mauro Giachero, Francesco Leporati, Nelson Nazzicari
A Multicore Embedded Processor for Fingerprint Recognition. DSD (2010)
Giovanni Danese, Francesco Leporati, Marco Bera, Mauro Giachero, Nelson Nazzicari, Alvaro Spelgatti
High performance computing through SoC coprocessors. Scalable Comput. Pract. Exp. 11 (3) (2010)
Giovanni Danese, Mauro Giachero, Francesco Leporati, Alessandra Majani, Nelson Nazzicari, C. Virgili
A Video Elaboration System for Image Deinterlacing and Processing in Race Cars. IEEE Embed. Syst. Lett. 2 (2) (2010)
Giovanni Danese, Mauro Giachero, Francesco Leporati, Giulia Matrone, Nelson Nazzicari
An FPGA-Based Embedded System for Fingerprint Matching Using Phase-Only Correlation Algorithm. DSD (2009)
Giovanni Danese, Mauro Giachero, Francesco Leporati, Nelson Nazzicari, M. Nobis
An Embedded Acquisition System for Remote Monitoring of Tire Status in F1 Race Cars through Thermal Images. DSD (2008)
Giovanni Danese, Mauro Giachero, Francesco Leporati, Giulia Matrone, Nelson Nazzicari
A Dedicated Hardware for Fingerprint Authentication. KES (2) (2007)
Giovanni Danese, Francesco Leporati, Marco Bera, Mauro Giachero, Nelson Nazzicari, Alvaro Spelgatti
An Application Specific Processor for Montecarlo Simulations. PDP (2007)
Giovanni Danese, Francesco Leporati, Marco Bera, Mauro Giachero, Nelson Nazzicari, Alvaro Spelgatti
An Accelerator for Physics Simulations. Comput. Sci. Eng. 9 (5) (2007)
Rafaella Turri, M. Buscaglia, Giovanni Danese, Ivo De Lotto, Francesco Leporati
New Computer Model of a Dipolar System with Hexagonal Geometry in Presence of an External Electric Field. ISCIS (2004)
Marco Bera, Giovanni Danese, Francesco Leporati, Alvaro Spelgatti
A new technique to calculate dipolar energy and its implementation onto an application specific processor. Conf. Computing Frontiers (2004)
Remo Lombardi, Giuseppe Coldani, Giovanni Danese, Roberto Gandolfi, Francesco Leporati
Data acquisition system for measurements in free moving subjects and its applications. IEEE Trans. Instrum. Meas. 52 (3) (2003)
Marco Bera, Giovanni Danese, Ivo De Lotto, Francesco Leporati, Alvaro Spelgatti
A Development and Simulation Environment for a Floating Point Operations FPGA Based Accelerator. DSD (2003)
Giovanni Danese, Ivo De Lotto, Francesco Leporati, M. Scaricabarozzi, Alvaro Spelgatti
An Accelerator for Double Precision Floating Point Operations. PDP (2003)
Giovanni Danese, Ivo De Lotto, Francesco Leporati, Alvaro Spelgatti
FPGA Based Coprocessor to Calculate the Energy of Dipolar System. PDP (2002)
Giovanni Danese, Francesco Leporati, Stefano Ramat
A Parallel Neural Processor for Real-Time Applications. IEEE Micro 22 (3) (2002)
Giuseppe Coldani, Giovanni Danese, Roberto Gandolfi, P. Ghidetti, Francesco Leporati, Remo Lombardi
Portable Acquisition System for Measurements of Pressures, Temperatures and Humidity in Lower Limb Prosthesis. DSD (2001)
Giovanni Danese, Ivo De Lotto, Francesco Leporati, Alessio Quaglini, Stefano Ramat, Giampietro Tecchiolli
A Parallel Neurochip for Neural Networks Implementing the Reactive Tabu Search Algorithm: Application Case Studies. PDP (2001)
Giuseppe Coldani, L. Cotrino, Giovanni Danese, Francesco Leporati, M. Maneri
Notacheck: A Parallel DSP-Based Architecture for Real Time High Resolution Inspection of Bank-Notes. CAMP (2000)
Giovanni Danese, Ivo De Lotto, Francesco Leporati
A parallel processor for neural networks. PDP (1999)
Giovanni Danese, Ivo De Lotto, D. Dotti, Francesco Leporati
An application specific environment for the simulation of interacting particle systems. J. Syst. Archit. 45 (6-7) (1999)
Giovanni Danese, Francesco Leporati, Remo Lombardi, Marco Roveda
A correlator for light scattering experiments. IEEE Trans. Instrum. Meas. 47 (4) (1998)
Giovanni Danese, Ivo De Lotto, D. Dotti, Francesco Leporati
Simulation of poly-electrolyte solutions on a parallel dedicated system. PDP (1997)
G. Braschi, Giovanni Danese, Ivo De Lotto, D. Dotti, M. Gallati, Francesco Leporati, M. Mazzoleni
A Parallel Processing System for Simulations of Vortex Blob Interactions. PDP (1996)
G. Braschi, Giovanni Danese, Ivo De Lotto, D. Dotti, M. Gallati, Francesco Leporati, M. Mazzoleni
Vortex blob models implemented on a parallel special purpose computer. Parallel CFD (1996)
Giovanni Danese, Ivo De Lotto, D. Dotti, D. Lanterna, Francesco Leporati, Remo Lombardi, S. Romano
Mapping Monte Carlo-Metropolis algorithm onto a double ring architecture. ASAP (1993)