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Giuseppe Desoli
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2020 – today
- 2024
- [c18]Fabrizio Indirli
, Andrea Carlo Ornstein
Layer-wise Exploration of a Neural Processing Unit Compiler's Optimization Space. ICCTA 2024: 20-26 - [i1]Adnan Mehonic, Daniele Ielmini, Kaushik Roy, Onur Mutlu, Shahar Kvatinsky, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Sabina Spiga
Roadmap to Neuromorphic Computing with Emerging Technologies. CoRR abs/2407.02353 (2024) - 2023
- [c17]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:
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. ISSCC 2023: 260-261 - 2020
- [j4]Ahmet Erdem
Runtime Design Space Exploration and Mapping of DCNNs for the Ultra-Low-Power Orlando SoC. ACM Trans. Archit. Code Optim. 17(2): 11:1-11:25 (2020)
2010 – 2019
- 2018
- [c16]Ahmet Erdem, Cristina Silvano, Thomas Boesch, Andrea C. Ornstein, Surinder Pal Singh, Giuseppe Desoli:
Design Space Exploration for Orlando Ultra Low-Power Convolutional Neural Network SoC. ASAP 2018: 1-7 - [c15]Lorenzo Cunial, Ahmet Erdem, Cristina Silvano, Mirko Falchetto, Andrea C. Ornstein, Emanuele Plebani
Parallelized Convolutions for Embedded Ultra Low Power Deep Learning SoC. RTSI 2018: 1-4 - 2017
- [c14]Valentina Arrigoni, Beatrice Rossi, Pasqualina Fragneto, Giuseppe Desoli:
Approximate operations in Convolutional Neural Networks with RNS data representation. ESANN 2017 - [c13]Giuseppe Desoli, Nitin Chawla, Thomas Boesch, Surinder Pal Singh, Elio Guidetti, Fabio De Ambroggi, Tommaso Majo, Paolo Zambotti, Manuj Ayodhyawasi, Harvinder Singh, Nalin Aggarwal:
14.1 A 2.9TOPS/W deep convolutional neural network SoC in FD-SOI 28nm for intelligent embedded systems. ISSCC 2017: 238-239 - 2016
- [c12]Giuseppe Desoli, Valeria Tomaselli
The Orlando Project: A 28 nm FD-SOI Low Memory Embedded Neural Network ASIC. ACIVS 2016: 217-227 - 2012
- [j3]Francesco Paterna, Andrea Acquaviva, Alberto Caprara, Francesco Papariello, Giuseppe Desoli, Luca Benini
Variability-Aware Task Allocation for Energy-Efficient Quality of Service Provisioning in Embedded Streaming Multimedia Applications. IEEE Trans. Computers 61(7): 939-953 (2012) - [j2]Francesco Paterna, Andrea Acquaviva, Francesco Papariello, Giuseppe Desoli, Luca Benini
Variability-tolerant workload allocation for MPSoC energy minimization under real-time constraints. ACM Trans. Embed. Comput. Syst. 11(4): 71:1-71:24 (2012) - 2011
- [c11]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:
SYNAPTIC Project: Regularity Applied to Enhance Manufacturability and Yield at Several Abstraction Levels. ARCS Workshops 2011 - [c10]Francesco Paterna, Andrea Acquaviva, Alberto Caprara, Francesco Papariello, Giuseppe Desoli, Luca Benini:
An efficient on-line task allocation algorithm for QoS and energy efficiency in multicore multimedia platforms. DATE 2011: 100-105 - 2010
- [c9]Francesco Paterna, Andrea Acquaviva, Alberto Caprara, Francesco Papariello, Giuseppe Desoli, Luca Benini
Variability-tolerant run-time workload allocation for MPSoC energy minimization under real-time constraints. Conf. Computing Frontiers 2010: 109-110
2000 – 2009
- 2009
- [c8]Francesco Paterna, Luca Benini, Andrea Acquaviva, Francesco Papariello, Giuseppe Desoli, Mauro Olivieri:
Adaptive idleness distribution for non-uniform aging tolerance in MultiProcessor Systems-on-Chip. DATE 2009: 906-909 - [c7]Francesco Paterna, Luca Benini
Variability-tolerant workload allocation for MPSoC energy minimization under real-time constraints. ESTIMedia 2009: 134-142 - 2007
- [c6]Davide Pandini, Giuseppe Desoli, Alessandro Cremonesi:
Computing and design for software and silicon manufacturing. VLSI-SoC 2007: 122-127 - 2006
- [c5]Giuseppe Desoli, Thierry Strudel, Jean-Philippe Cousin, Kaushik Saha:
Current and future trends in embedded VLIW microprocessors applied to multimedia and signal processing. EUSIPCO 2006: 1-5 - 2002
- [c4]Giuseppe Desoli, Nikolay Mateev, Evelyn Duesterwald, Paolo Faraboschi, Josh Fisher:
A New Facility for Dynamic Control of Program Execution: DELI. EMSOFT 2002: 305-318 - [c3]Giuseppe Desoli, Nikolay Mateev, Evelyn Duesterwald, Paolo Faraboschi
DELI: a new run-time control point. MICRO 2002: 257-268 - 2000
- [c2]Paolo Faraboschi, Geoffrey Brown, Joseph A. Fisher, Giuseppe Desoli, Fred Homewood:
Lx: a technology platform for customizable VLIW embedded processing. ISCA 2000: 203-213
1990 – 1999
- 1998
- [j1]Paolo Faraboschi
The latest word in digital and media processing. IEEE Signal Process. Mag. 15(2): 59-85 (1998) - 1996
- [c1]Joseph A. Fisher, Paolo Faraboschi
Custom-fit Processors: Letting Applications Define Architectures. MICRO 1996: 324-335
Coauthor Index
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