Giuseppe Desoli

According to our database, Giuseppe Desoli authored at least 22 papers between 1996 and 2024.

Collaborative distances:

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

2024

Roadmap to Neuromorphic Computing with Emerging Technologies.

Adnan Mehonic, Daniele Ielmini, Kaushik Roy, Onur Mutlu, Shahar Kvatinsky, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Sabina Spiga, Sergey Savelev, Alexander G. Balanov, Nitin Chawla, Giuseppe Desoli, Gerardo Malavena, Christian Monzio Compagnoni, Zhongrui Wang, J. Joshua Yang, Syed Ghazi Sarwat, Abu Sebastian, Thomas Mikolajick, Beatriz Noheda, Stefan Slesazeck, Bernard Dieny, Tuo-Hung Hou, Akhil Varri, Frank Brückerhoff-Plückelmann, Wolfram H. P. Pernice, Xixiang Zhang, Sebastian Pazos, Mario Lanza, Stefan Wiefels, Regina Dittmann, Wing H. Ng, Mark Buckwell, Horatio Cox, Daniel J. Mannion, Anthony J. Kenyon, Yingming Lu, Yuchao Yang, Damien Querlioz, Louis Hutin, Elisa Vianello, Sayeed Shafayet Chowdhury, Piergiulio Mannocci, Yimao Cai, Zhong Sun, Giacomo Pedretti, John Paul Strachan, Dmitri B. Strukov, Manuel Le Gallo, Stefano Ambrogio, Ilia Valov, Rainer Waser

CoRR, 2024

Layer-wise Exploration of a Neural Processing Unit Compiler's Optimization Space.

Fabrizio Indirli, Andrea Carlo Ornstein, Giuseppe Desoli, Alessandro Buschini, Cristina Silvano, Vittorio Zaccaria

Proceedings of the 2024 10th International Conference on Computer Technology Applications, 2024

2023

A 40-310TOPS/W SRAM-Based All-Digital Up to 4b In-Memory Computing Multi-Tiled NN Accelerator in FD-SOI 18nm for Deep-Learning Edge Applications.

Giuseppe Desoli, Nitin Chawla, Thomas Boesch, Manui Avodhyawasi, Harsh Rawat, Hitesh Chawla, VS Abhijith, Paolo Zambotti, Akhilesh Sharma, Carmine Cappetta, Michele Rossi, Antonio De Vita, Francesca Girardi

Proceedings of the IEEE International Solid- State Circuits Conference, 2023

2020

Runtime Design Space Exploration and Mapping of DCNNs for the Ultra-Low-Power Orlando SoC.

Ahmet Erdem, Cristina Silvano, Thomas Boesch, Andrea C. Ornstein, Surinder Pal Singh, Giuseppe Desoli

ACM Trans. Archit. Code Optim., 2020

2018

Parallelized Convolutions for Embedded Ultra Low Power Deep Learning SoC.

Lorenzo Cunial, Ahmet Erdem, Cristina Silvano, Mirko Falchetto, Andrea C. Ornstein, Emanuele Plebani, Giuseppe Desoli, Danilo Pau

Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018

Design Space Exploration for Orlando Ultra Low-Power Convolutional Neural Network SoC.

Ahmet Erdem, Cristina Silvano, Thomas Boesch, Andrea C. Ornstein, Surinder Pal Singh, Giuseppe Desoli

Proceedings of the 29th IEEE International Conference on Application-specific Systems, 2018

2017

14.1 A 2.9TOPS/W deep convolutional neural network SoC in FD-SOI 28nm for intelligent embedded systems.

Giuseppe Desoli, Nitin Chawla, Thomas Boesch, Surinder Pal Singh, Elio Guidetti, Fabio De Ambroggi, Tommaso Majo, Paolo Zambotti, Manuj Ayodhyawasi, Harvinder Singh, Nalin Aggarwal

Proceedings of the 2017 IEEE International Solid-State Circuits Conference, 2017

Approximate operations in Convolutional Neural Networks with RNS data representation.

Valentina Arrigoni, Beatrice Rossi, Pasqualina Fragneto, Giuseppe Desoli

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

2016

The Orlando Project: A 28 nm FD-SOI Low Memory Embedded Neural Network ASIC.

Giuseppe Desoli, Valeria Tomaselli, Emanuele Plebani, Giulio Urlini, Danilo Pau, Viviana D'Alto, Tommaso Majo, Fabio De Ambroggi, Thomas Boesch, Surinder Pal Singh, Elio Guidetti, Nitin Chawla

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2012

Variability-tolerant workload allocation for MPSoC energy minimization under real-time constraints.

Francesco Paterna, Andrea Acquaviva, Francesco Papariello, Giuseppe Desoli, Luca Benini

ACM Trans. Embed. Comput. Syst., 2012

Variability-Aware Task Allocation for Energy-Efficient Quality of Service Provisioning in Embedded Streaming Multimedia Applications.

Francesco Paterna, Andrea Acquaviva, Alberto Caprara, Francesco Papariello, Giuseppe Desoli, Luca Benini

IEEE Trans. Computers, 2012

2011

An efficient on-line task allocation algorithm for QoS and energy efficiency in multicore multimedia platforms.

Francesco Paterna, Andrea Acquaviva, Alberto Caprara, Francesco Papariello, Giuseppe Desoli, Luca Benini

Proceedings of the Design, Automation and Test in Europe, 2011

SYNAPTIC Project: Regularity Applied to Enhance Manufacturability and Yield at Several Abstraction Levels.

Martin Elhøj, André Inácio Reis, Renato P. Ribas, Fabrizio Ferrandi, Christian Pilato, Francesc Moll, Miguel Miranda, Petr Dobrovolný, Nigel Woolaway, Arnaud Grasset, Philippe Bonnot, Giuseppe Desoli, Davide Pandini

Proceedings of the ARCS 2011, 2011

2010

Variability-tolerant run-time workload allocation for MPSoC energy minimization under real-time constraints.

Francesco Paterna, Andrea Acquaviva, Alberto Caprara, Francesco Papariello, Giuseppe Desoli, Luca Benini

Proceedings of the 7th Conference on Computing Frontiers, 2010

2009

Adaptive idleness distribution for non-uniform aging tolerance in MultiProcessor Systems-on-Chip.

Francesco Paterna, Luca Benini, Andrea Acquaviva, Francesco Papariello, Giuseppe Desoli, Mauro Olivieri

Proceedings of the Design, Automation and Test in Europe, 2009

2007

Computing and design for software and silicon manufacturing.

Davide Pandini, Giuseppe Desoli, Alessandro Cremonesi

Proceedings of the IFIP VLSI-SoC 2007, 2007

2006

Current and future trends in embedded VLIW microprocessors applied to multimedia and signal processing.

Giuseppe Desoli, Thierry Strudel, Jean-Philippe Cousin, Kaushik Saha

Proceedings of the 14th European Signal Processing Conference, 2006

2002

DELI: a new run-time control point.

Giuseppe Desoli, Nikolay Mateev, Evelyn Duesterwald, Paolo Faraboschi, Joseph A. Fisher

Proceedings of the 35th Annual International Symposium on Microarchitecture, 2002

A New Facility for Dynamic Control of Program Execution: DELI.

Giuseppe Desoli, Nikolay Mateev, Evelyn Duesterwald, Paolo Faraboschi, Josh Fisher

Proceedings of the Embedded Software, Second International Conference, 2002

2000

Lx: a technology platform for customizable VLIW embedded processing.

Paolo Faraboschi, Geoffrey Brown, Joseph A. Fisher, Giuseppe Desoli, Fred Homewood

Proceedings of the 27th International Symposium on Computer Architecture (ISCA 2000), 2000

1998

The latest word in digital and media processing.

Paolo Faraboschi, Giuseppe Desoli, Joseph A. Fisher

IEEE Signal Process. Mag., 1998

1996

Custom-fit Processors: Letting Applications Define Architectures.

Joseph A. Fisher, Paolo Faraboschi, Giuseppe Desoli

Proceedings of the 29th Annual IEEE/ACM International Symposium on Microarchitecture, 1996