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2020 – today
- 2024
[j43]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): 113 (2024)- [j42]Bernardo Petracchi, Emanuele Torti, Elisa Marenzi, Francesco Leporati:
Acceleration of Hyperspectral Skin Cancer Image Classification through Parallel Machine-Learning Methods. Sensors 24(5): 1399 (2024) - [j41]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): 16368-16392 (2024) - [i1]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 abs/2404.10631 (2024) - 2023
- [j40]Lech Józwiak, Francesco Leporati:
Editorial: Recent developments and the future of MICPRO. Microprocess. Microsystems 98: 104754 (2023) - [j39]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: 7412-7421 (2023) - [c39]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: 111-116 - [c38]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: 294-301 - [c37]Bernardo Petracchi, Marco Gazzoni, Emanuele Torti, Elisa Marenzi, Francesco Leporati:
Machine Learning-Based Classification of Skin Cancer Hyperspectral Images. KES 2023: 2856-2865 - 2022
- [j38]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): 6145 (2022) - [j37]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): 7139 (2022) - [j36]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): 8917 (2022) - [c36]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: 871-876 - [c35]Elisa Marenzi, Emanuele Torti, Giovanni Danese, Francesco Leporati:
FPGA High Level Synthesis for the classification of skin tumors with hyperspectral images. MECO 2022: 1-4 - 2021
- [j35]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: 104742 (2021) - [j34]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: 630795 (2021) - [j33]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: 104374 (2021) - [j32]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): 1640-1641 (2021) - [e1]Francesco Leporati, Salvatore Vitabile, Amund Skavhaug:
24th Euromicro Conference on Digital System Design, DSD 2021, Virtual Event / Palermo, Sicily, Italy, September 1-3, 2021. IEEE 2021, ISBN 978-1-6654-2703-6 [contents] - 2020
- [j31]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: 8485-8501 (2020) - [c34]Emanuele Torti, Cristina D'Amato, Giovanni Danese, Francesco Leporati:
An Hardware Recurrent Neural Network for Wearable Devices. DSD 2020: 293-300 - [c33]Masoud Daneshtalab, Francesco Leporati, Mikael Sjödin:
Preface from General Co-Chairs: PDP 2020. PDP 2020: i
2010 – 2019
- 2019
- [j30]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 Marrero Callicó, César Sanz:
Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications. IEEE Access 7: 152316-152333 (2019) - [j29]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: 48-66 (2019) - [j28]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) - [j27]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: 9135196:1-9135196:10 (2019) - [c32]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: 464-469 - [c31]Emanuele Torti, Stefano Masoli, Giordana Florimbi, Egidio D'Angelo, Marta Ticli, Francesco Leporati:
GPU Parallelization of Realistic Purkinje Cells with Complex Morphology. PDP 2019: 266-273 - 2018
- [j26]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): 537-553 (2018) - [j25]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: 171-178 (2018) - [j24]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): 2314 (2018) - [c30]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: 405-412 - 2017
- [j23]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: 30-38 (2017) - [j22]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): 368-376 (2017) - [c29]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: 445-450 - [c28]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: 1-4 - [c27]Elisa Marenzi, Andrea Carrus, Giovanni Danese, Francesco Leporati, Gustavo Marrero Callicó:
Efficient Parallelization of Motion Estimation for Super-Resolution. PDP 2017: 274-277 - [c26]Giordana Florimbi, Emanuele Torti, Giovanni Danese, Francesco Leporati:
High Performant Simulations of Cerebellar Golgi Cells Activity. PDP 2017: 527-534 - 2016
- [j21]Francesco Leporati, Gian Mario Bertolotti, Janusz Jezewski, Adam Pawlak:
Special Section on Advanced Systems for Health, Wellness and Personal Assistance. Microprocess. Microsystems 46: 34 (2016) - [j20]Francesco Leporati, Lech Józwiak:
Special Section on European Projects in Embedded System Design 2015. Microprocess. Microsystems 47: 251 (2016) - [j19]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: 303-313 (2016) - [j18]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): 945-951 (2016) - [j17]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): 317-327 (2016) - 2015
- [j16]Francesco Leporati, José Silva Matos:
MICPRO DSD 2014 special issue. Microprocess. Microsystems 39(8): 961 (2015) - [j15]Francesco Leporati, Lech Józwiak:
MICPRO special issue on European projects in embedded system design 2014. Microprocess. Microsystems 39(8): 1157 (2015) - [c25]Egidio D'Angelo, Giovanni Danese, Giordana Florimbi, Francesco Leporati, Alessandra Majani, Stefano Masoli, Sergio M. G. Solinas, Emanuele Torti:
The Human Brain Project: High Performance Computing for Brain Cells Hw/Sw Simulation and Understanding. DSD 2015: 740-747 - 2014
- [j14]José Silva Matos, Francesco Leporati:
MICPRO DSD 2013 Special Issue. Microprocess. Microsystems 38(8): 741-742 (2014) - [j13]Francesco Leporati, Lech Józwiak:
Preface. Microprocess. Microsystems 38(8): 920 (2014) - [j12]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): 2680-2687 (2014) - 2013
- [j11]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): 251-255 (2013) - [j10]Francesco Leporati, Lech Józwiak:
Preface. Microprocess. Microsystems 37(8-C): 965 (2013) - [c24]Elisa Marenzi, Gian Mario Bertolotti, Francesco Leporati, Giovanni Danese:
Capacitive Sensors Matrix for Interface Pressure Measurement in Clinical, Ergonomic and Automotive Environments. DSD 2013: 803-806 - [c23]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: 807-810 - [c22]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: 1598-1605 - [c21]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: 619-626 - 2012
- [c20]Alessandra Majani, Maria Chiara Lorena, Giovanni Danese, Francesco Leporati:
A Hardware Accelerator for Real Time Simulation of Complex Neuronal Models. DSD 2012: 931-937 - 2011
- [j9]Giovanni Danese, Mauro Giachero, Francesco Leporati, Nelson Nazzicari:
An embedded multi-core biometric identification system. Microprocess. Microsystems 35(5): 510-521 (2011) - [j8]Giovanni Danese, Sergio Dulio, Mauro Giachero, Francesco Leporati, Nelson Nazzicari:
A Novel Standard for Footwear Industrial Machineries. IEEE Trans. Ind. Informatics 7(4): 713-722 (2011) - [c19]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: 757-763 - 2010
- [j7]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): 27-30 (2010) - [j6]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) - [c18]Giovanni Danese, Mauro Giachero, Francesco Leporati, Nelson Nazzicari:
A Multicore Embedded Processor for Fingerprint Recognition. DSD 2010: 779-784
2000 – 2009
- 2009
- [c17]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: 672-679 - 2008
- [c16]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: 432-437 - 2007
- [j5]Giovanni Danese, Francesco Leporati, Marco Bera, Mauro Giachero, Nelson Nazzicari, Alvaro Spelgatti:
An Accelerator for Physics Simulations. Comput. Sci. Eng. 9(5): 16-25 (2007) - [c15]Giovanni Danese, Mauro Giachero, Francesco Leporati, Giulia Matrone, Nelson Nazzicari:
A Dedicated Hardware for Fingerprint Authentication. KES (2) 2007: 117-124 - [c14]Giovanni Danese, Francesco Leporati, Marco Bera, Mauro Giachero, Nelson Nazzicari, Alvaro Spelgatti:
An Application Specific Processor for Montecarlo Simulations. PDP 2007: 262-269 - 2004
- [c13]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: 326-334 - [c12]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: 729-740 - 2003
- [j4]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): 878-884 (2003) - [c11]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: 173-179 - [c10]Giovanni Danese, Ivo De Lotto, Francesco Leporati, M. Scaricabarozzi, Alvaro Spelgatti:
An Accelerator for Double Precision Floating Point Operations. PDP 2003: 57- - 2002
- [j3]Giovanni Danese, Francesco Leporati, Stefano Ramat:
A Parallel Neural Processor for Real-Time Applications. IEEE Micro 22(3): 20-31 (2002) - [c9]Giovanni Danese, Ivo De Lotto, Francesco Leporati, Alvaro Spelgatti:
FPGA Based Coprocessor to Calculate the Energy of Dipolar System. PDP 2002: 227-234 - 2001
- [c8]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: 368-371 - [c7]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: 273 - 2000
- [c6]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: 163
1990 – 1999
- 1999
- [j2]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): 555-568 (1999) - [c5]Giovanni Danese, Ivo De Lotto, Francesco Leporati:
A parallel processor for neural networks. PDP 1999: 89-96 - 1998
- [j1]Giovanni Danese, Francesco Leporati, Remo Lombardi, Marco Roveda:
A correlator for light scattering experiments. IEEE Trans. Instrum. Meas. 47(4): 935-940 (1998) - 1997
- [c4]Giovanni Danese, Ivo De Lotto, D. Dotti, Francesco Leporati:
Simulation of poly-electrolyte solutions on a parallel dedicated system. PDP 1997: 468-476 - 1996
- [c3]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: 297-304 - [c2]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: 115-122 - 1993
- [c1]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: 192-195
Coauthor Index
[j41] [j39] [c39] [c35] [j33] [j31] [c34] [j29] [j26] [j24] [j23] [c29] [c28] [c27] [c26] [j19] [j18] [j17] [c25] [j12] [j11] [c24] [c23] [c22] [c21] [c20] [j9] [j8] [c19] [j7] [j6] [c18] [c17] [c16] [j5] [c15] [c14] [c13] [c12] [j4] [c11] [c10] [j3] [c9] [c8] [c7] [c6] [j2] [c5] [j1] [c4] [c3] [c2] [c1]
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