Enrico Reggiani

According to our database, Enrico Reggiani authored at least 18 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Efficient hardware acceleration of deep neural networks via arithmetic complexity reduction

Enrico Reggiani

PhD thesis, 2024

2023

Vitruvius+: An Area-Efficient RISC-V Decoupled Vector Coprocessor for High Performance Computing Applications.

Francesco Minervini, Oscar Palomar, Osman S. Unsal, Enrico Reggiani, Josue V. Quiroga, Joan Marimon, Carlos Rojas, Roger Figueras, Abraham Ruiz, Alberto González, Jonnatan Mendoza, Iván Vargas, César Hernández, Joan Cabre, Lina Khoirunisya, Mustapha Bouhali, Julian Pavon, Francesc Moll, Mauro Olivieri, Mario Kovac, Mate Kovac, Leon Dragic, Mateo Valero, Adrián Cristal

ACM Trans. Archit. Code Optim., June, 2023

Mix-GEMM: An efficient HW-SW Architecture for Mixed-Precision Quantized Deep Neural Networks Inference on Edge Devices.

Enrico Reggiani, Alessandro Pappalardo, Max Doblas, Miquel Moretó, Mauro Olivieri, Osman Sabri Unsal, Adrián Cristal

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2023

Sargantana: An Academic SoC RISC-V Processor in 22nm FDSOI Technology.

Max Doblas, Gerard Candón, Xavier Carril, Marc Domínguez, Enric Erra, Alberto González, César Hernández, Víctor Jiménez, Vatistas Kostalampros, Rubén Langarita, Neiel Leyva, Guillem López-Paradís, Jonnatan Mendoza, Josep Oltra, Julián Pavón, Cristóbal Ramírez, Narcís Rodas, Enrico Reggiani, Mario Rodríguez, Carlos Rojas, Abraham Ruiz, Hugo Safadi, Víctor Soria, Alejandro Suanes, Iván Vargas, Fernando Arreza, Roger Figueras, Pau Fontova-Musté, Joan Marimon, Ricardo Martínez, Sergio Moreno, Jordi Sacristán, Oscar Alonso, Xavier Aragonès, Adrián Cristal, Ángel Diéguez, Manuel López, Diego Mateo, Francesc Moll, Miquel Moretó, Oscar Palomar, Marco A. Ramírez, Francisco Serra-Graells, Nehir Sönmez, Lluís Terés, Osman S. Unsal, Mateo Valero, Luís Villa

Proceedings of the 38th Conference on Design of Circuits and Integrated Systems, 2023

Flex-SFU: Accelerating DNN Activation Functions by Non-Uniform Piecewise Approximation.

Enrico Reggiani, Renzo Andri, Lukas Cavigelli

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

Adaptable Register File Organization for Vector Processors.

Cristóbal Ramírez Lazo, Enrico Reggiani, Carlos Rojas Morales, Roger Figueras Bagué, Luis A. Villa Vargas, Marco Antonio Ramírez Salinas, Mateo Valero Cortés, Osman Sabri Unsal, Adrián Cristal

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022

DVINO: A RISC-V Vector Processor Implemented in 65nm Technology.

Guillem Cabo, Gerard Candón, Xavier Carril, Max Doblas, Marc Domínguez, Alberto González, César Hernández, Víctor Jiménez, Vatistas Kostalampros, Rubén Langarita, Neiel Leyva, Guillem López-Paradís, Jonnatan Mendoza, Francesco Minervini, Julián Pavón, Cristóbal Ramírez, Narcís Rodas, Enrico Reggiani, Mario Rodríguez, Carlos Rojas, Abraham Ruiz, Víctor Soria, Alejandro Suanes, Iván Vargas, Roger Figueras, Pau Fontova, Joan Marimon, Víctor Montabes, Adrián Cristal, Carles Hernández, Ricardo Martínez, Miquel Moretó, Francesc Moll, Oscar Palomar, Marco A. Ramírez, Antonio Rubio, Jordi Sacristán, Francisco Serra-Graells, Nehir Sönmez, Lluís Terés, Osman S. Unsal, Mateo Valero, Luís Villa

Proceedings of the 37th Conference on Design of Circuits and Integrated Systems, 2022

BiSon-e: a lightweight and high-performance accelerator for narrow integer linear algebra computing on the edge.

Enrico Reggiani, Cristóbal Ramírez Lazo, Roger Figueras Bagué, Adrián Cristal, Mauro Olivieri, Osman Sabri Unsal

Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

2021

Enhancing the Scalability of Multi-FPGA Stencil Computations via Highly Optimized HDL Components.

Enrico Reggiani, Emanuele Del Sozzo, Davide Conficconi, Giuseppe Natale, Carlo Moroni, Marco D. Santambrogio

ACM Trans. Reconfigurable Technol. Syst., 2021

2020

Performance Portable FPGA Design.

Nils Voss, Tobias Becker, Simon Tilbury, Georgi Gaydadjiev, Oskar Mencer, Anna Maria Nestorov, Enrico Reggiani, Wayne Luk

Proceedings of the FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020

2019

Pareto Optimal Design Space Exploration for Accelerated CNN on FPGA.

Enrico Reggiani, Marco Rabozzi, Anna Maria Nestorov, Alberto Scolari, Luca Stornaiuolo, Marco D. Santambrogio

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

A Case Study for an Accelerated DCNN on FPGA-Based Embedded Distributed System.

Anna Maria Nestorov, Alberto Scolari, Enrico Reggiani, Luca Stornaiuolo, Marco D. Santambrogio

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

2018

An FPGA-Based Acceleration Methodology and Performance Model for Iterative Stencils.

Enrico Reggiani, Giuseppe Natale, Carlo Moroni, Marco D. Santambrogio

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

2017

Pearson Correlation Coefficient Acceleration for Modeling and Mapping of Neural Interconnections.

Enrico Reggiani, Eleonora D'Arnese, Andrea Purgato, Marco D. Santambrogio

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

A Scalable Dataflow Implementation of Curran's Approximation Algorithm.

Anna Maria Nestorov, Enrico Reggiani, Hristina Palikareva, Pavel Burovskiy, Tobias Becker, Marco D. Santambrogio

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

GPU-based computation for brain spatio-temporal networks definition.

Andrea Purgato, Enrico Reggiani, Eleonora D'Arnese, Tanya Y. Berger-Wolf, Marco Grimaldi, Gianluca Durelli, Marco D. Santambrogio

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

From exaflop to exaflow.

Tobias Becker, Pavel Burovskiy, Anna Maria Nestorov, Hristina Palikareva, Enrico Reggiani, Georgi Gaydadjiev

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

2016

On How to Improve FPGA-Based Systems Design Productivity via SDAccel.

Giulia Guidi, Enrico Reggiani, Lorenzo Di Tucci, Gianluca Durelli, Michaela Blott, Marco D. Santambrogio

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016