Marco Domenico Santambrogio

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 39

Top Topics

Hardware Implementation

Patient Monitoring

Graph Embedding

Convolutional Neural Networks

Top Venues

Publications

Diego Quattrone, Francesco Santambrogio, Andrea Scarpellini, Francesco Sgherzi, Isabella Poles, Letizia Clementi, Marco Domenico Santambrogio
Analysis and Classification of Event-Related Potentials During Image Observation. EMBC (2023)
Davide Conficconi, Emanuele Del Sozzo, Filippo Carloni, Alessandro Comodi, Alberto Scolari, Marco Domenico Santambrogio
An Energy-Efficient Domain-Specific Architecture for Regular Expressions. IEEE Trans. Emerg. Top. Comput. 11 (1) (2023)
Eleonora D'Arnese, Davide Conficconi, Emanuele Del Sozzo, Luigi Fusco, Donatella Sciuto, Marco Domenico Santambrogio
Faber: A Hardware/SoftWare Toolchain for Image Registration. IEEE Trans. Parallel Distributed Syst. 34 (1) (2023)
Giuseppe Sorrentino, Marco Venere, Davide Conficconi, Eleonora D'Arnese, Marco Domenico Santambrogio
Hephaestus: Codesigning and Automating 3D Image Registration on Reconfigurable Architectures. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
Edoardo Stoppa, Guido Walter Di Donato, Isabella Poles, Eleonora D'Arnese, Natalie Parde, Marco Domenico Santambrogio
A Graph Machine Learning approach to Automatic Dementia Detection. BHI (2023)
Claudia Agriesti, Maria Ida De Cinque, Filippo Carloni, Marco Domenico Santambrogio
ROH-BOT: An IoT Wearable and Inclusive Health Device for Remote Patient Monitoring With Different Alarm Systems. RTSI (2022)
Riccardo Asnaghi, Letizia Clementi, Marco Domenico Santambrogio
BEBOP: Bidirectional dEep Brain cOnnectivity maPping. BHI (2022)
Francesco Sgherzi, Alberto Parravicini, Marco Domenico Santambrogio
A Mixed Precision, Multi-GPU Design for Large-scale Top-K Sparse Eigenproblems. CoRR (2022)
Francesco Peverelli, Davide Conficconi, Davide Basilio Bartolini, Alberto Scolari, Marco Domenico Santambrogio
Characterizing Molecular Dynamics Simulation on Commodity Platforms. IISWC (2022)
Eleonora D'Arnese, Guido Walter Di Donato, Emanuele Del Sozzo, Martina Sollini, Donatella Sciuto, Marco Domenico Santambrogio
On the Automation of Radiomics-Based Identification and Characterization of NSCLC. IEEE J. Biomed. Health Informatics 26 (6) (2022)
Edoardo Stoppa, Guido Walter Di Donato, Natalie Parde, Marco Domenico Santambrogio
Computer-Aided Dementia Detection: How Informative Are Your Features? RTSI (2022)
Emma Crespi, Davide Egidio Cerioli, Alice Gentili, Filippo Carloni, Marco Domenico Santambrogio
BrainTrack: A Replicable and Accessible Methodology for Customized Brain-Machine Interface Applications. RTSI (2022)
Marco Siracusa, Emanuele Del Sozzo, Marco Rabozzi, Lorenzo Di Tucci, Samuel Williams, Donatella Sciuto, Marco Domenico Santambrogio
A Comprehensive Methodology to Optimize FPGA Designs via the Roofline Model. IEEE Trans. Computers 71 (8) (2022)
Edoardo Ramalli, Alberto Parravicini, Guido Walter Di Donato, Mirko Salaris, Céline Hudelot, Marco Domenico Santambrogio
Demystifying Drug Repurposing Domain Comprehension with Knowledge Graph Embedding. CoRR (2021)
Francesco Sgherzi, Alberto Parravicini, Marco Siracusa, Marco Domenico Santambrogio
Solving Large Top-K Graph Eigenproblems with a Memory and Compute-optimized FPGA Design. CoRR (2021)
Giulia Gerometta, Davide Conficconi, Marco Domenico Santambrogio
On How FPGAs are Changing the Computer Security Panorama: An Educational Survey. RTSI (2021)
Alberto Parravicini, Luca Giuseppe Cellamare, Marco Siracusa, Marco Domenico Santambrogio
Scaling up HBM Efficiency of Top-K SpMV for Approximate Embedding Similarity on FPGAs. CoRR (2021)
Andrea Damiani, Emanuele Del Sozzo, Marco Domenico Santambrogio
Expertise and trade-offs in competence transfer from academia to industry: a successful case study. RTSI (2021)
Luca Cerina, Giuseppe Franco, Marco Domenico Santambrogio
lightweight autonomous bayesian optimization of Echo-State Networks. ESANN (2019)
Giuseppe Franco, Luca Cerina, Claudio Gallicchio, Alessio Micheli, Marco Domenico Santambrogio
Continuous Blood Pressure Estimation Through Optimized Echo State Networks. ICANN (Workshop) (2019)
Yunseong Lee, Alberto Scolari, Byung-Gon Chun, Marco Domenico Santambrogio, Markus Weimer, Matteo Interlandi
PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems. OSDI (2018)
Andrea Cirigliano, Roberto Cordone, Alessandro Antonio Nacci, Marco Domenico Santambrogio
Toward Smart Building Design Automation: Extensible CAD Framework for Indoor Localization Systems Deployment. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (1) (2018)
Yunseong Lee, Alberto Scolari, Byung-Gon Chun, Marco Domenico Santambrogio, Markus Weimer, Matteo Interlandi
PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems. CoRR (2018)
Marco Arnaboldi, Rolando Brondolin, Marco Domenico Santambrogio
HyPPO: Hybrid Performance-Aware Power-Capping Orchestrator. ICAC (2018)
Giuseppe Natale, Marco Bacis, Marco Domenico Santambrogio
On How to Design Dataflow FPGA-Based Accelerators for Convolutional Neural Networks. ISVLSI (2017)
Luca Cerina, Sara Notargiacomo, Matteo GrecoLuca Paccanit, Marco Domenico Santambrogio
A fog-computing architecture for preventive healthcare and assisted living in smart ambients. RTSI (2017)
Riccardo Cavadini, Luca Cerina, M. I. Bracco, Marco Domenico Santambrogio
A wearable device for blind people to restore color perception. RTSI (2017)
Luca Cerina, Pierandrea Cancian, Giuseppe Franco, Marco Domenico Santambrogio
A Hardware Acceleration for Surface EMG Non-Negative Matrix Factorization. IPDPS Workshops (2017)
Marco Bacis, Giuseppe Natale, Emanuele Del Sozzo, Marco Domenico Santambrogio
A Pipelined and Scalable Dataflow Implementation of Convolutional Neural Networks on FPGA. IPDPS Workshops (2017)
Alessandro Pappalardo, Giuseppe Natale, Marco Domenico Santambrogio
A Feedback-Based Design Space Exploration Subsystem for the Automation of Architectures Synthesis on Proprietary FPGA Toolchains. DSD (2017)
Marco Rabozzi, Rolando Brondolin, Giuseppe Natale, Emanuele Del Sozzo, Michael Hübner, Andreas Brokalakis, Catalin Bogdan Ciobanu, Dirk Stroobandt, Marco Domenico Santambrogio
A CAD Open Platform for High Performance Reconfigurable Systems in the EXTRA Project. ISVLSI (2017)
Marco Rabozzi, Gianluca Carlo Durelli, Antonio Miele, John Lillis, Marco Domenico Santambrogio
Floorplanning Automation for Partial-Reconfigurable FPGAs via Feasible Placements Generation. IEEE Trans. Very Large Scale Integr. Syst. 25 (1) (2017)
Alberto Scolari, Davide Basilio Bartolini, Marco Domenico Santambrogio
A Software Cache Partitioning System for Hash-Based Caches. ACM Trans. Archit. Code Optim. 13 (4) (2016)
Riccardo Cattaneo, Giuseppe Natale, Carlo Sicignano, Donatella Sciuto, Marco Domenico Santambrogio
On How to Accelerate Iterative Stencil Loops: A Scalable Streaming-Based Approach. ACM Trans. Archit. Code Optim. 12 (4) (2016)
Andrea Cirigliano, Alessandro Antonio Nacci, Roberto Cordone, Marco Domenico Santambrogio
Floor plan design and automatic nodes deployment for indoor location and monitoring systems. UbiComp Adjunct (2016)
Matteo Ferroni, Alessandro Antonio Nacci, Matteo Turri, Marco Domenico Santambrogio, Donatella Sciuto
Experimental Evaluation and Modeling of Thermal Phenomena on Mobile Devices. DSD (2015)
Gianluca Durelli, Marco Domenico Santambrogio
Autonomic Thread Scaling Library for QoS Management. EWiLi (2015)
Andrea Corna, Andrea Damiani, Matteo Ferroni, Alessandro Antonio Nacci, Donatella Sciuto, Marco Domenico Santambrogio
OpenMPower: An Open and Accessible Database About Real World Mobile Devices. EUC (2015)
Antonio Miele, Gianluca Carlo Durelli, Marco Domenico Santambrogio, Cristiana Bolchini
A System-Level Simulation Framework for Evaluating Resource Management Policies for Heterogeneous System Architectures. DSD (2015)
Alberto Scolari, Filippo Sironi, Donatella Sciuto, Marco Domenico Santambrogio
A Survey on Recent Hardware and Software-Level Cache Management Techniques. ISPA (2014)
Matteo Ferroni, Andrea Damiani, Alessandro Antonio Nacci, Donatella Sciuto, Marco Domenico Santambrogio
cODA: An Open-Source Framework to Easily Design Context-Aware Android Apps. EUC (2014)
Vincenzo Rana, Francesco Bruschi, Marco Paolieri, Donatella Sciuto, Marco Domenico Santambrogio
On How to Efficiently Implement Regular Expression Matching on FPGA-Based Systems. EUC (2014)
Matteo Ferroni, Andrea Cazzola, Francesco Trovò, Donatella Sciuto, Marco Domenico Santambrogio
On Power and Energy Consumption Modeling for Smart Mobile Devices. EUC (2014)
Alessandro Antonio Nacci, Vincenzo Rana, Donatella Sciuto, Marco Domenico Santambrogio
An Open-Source, Efficient, and Parameterizable Hardware Implementation of the AES Algorithm. ISPA (2014)
Christian Pilato, Riccardo Cattaneo, Gianluca Durelli, Alessandro Antonio Nacci, Marco Domenico Santambrogio, Donatella Sciuto
A2B: An integrated framework for designing heterogeneous and reconfigurable systems. AHS (2013)
Riccardo Cattaneo, Christian Pilato, Gianluca Durelli, Marco Domenico Santambrogio, Donatella Sciuto
SMASH: A heuristic methodology for designing partially reconfigurable MPSoCs. RSP (2013)
Matteo Ferroni, Andrea Cazzola, Domenico Matteo, Alessandro Antonio Nacci, Donatella Sciuto, Marco Domenico Santambrogio
MPower: gain back your android battery life! UbiComp (Adjunct Publication) (2013)
Riccardo Cattaneo, Christian Pilato, Matteo Mastinu, Oliver Kadlcek, Oliver Pell, Marco Domenico Santambrogio
Runtime adaptation on dataflow HPC platforms. AHS (2013)
Davide B. Bartolini, Filippo Sironi, Martina Maggio, Riccardo Cattaneo, Donatella Sciuto, Marco Domenico Santambrogio
A Framework for Thermal and Performance Management. MAD (2012)