CONTI, FRANCESCO

CONTI, FRANCESCO  

DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"  

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Titolo Autore(i) Anno Periodico Editore Tipo File
22.1 A 12.4TOPS/W @ 136GOPS AI-IoT System-on-Chip with 16 RISC-V, 2-to-8b Precision-Scalable DNN Acceleration and 30%-Boost Adaptive Body Biasing Conti, Francesco; Rossi, Davide; Paulin, Gianna; Garofalo, Angelo; Di Mauro, Alfio; Rutishauer, G...eorg; Ottavi, Gian marco; Eggimann, Manuel; Okuhara, Hayate; Huard, Vincent; Montfort, Olivier; Jure, Lionel; Exibard, Nils; Gouedo, Pascal; Louvat, Mathieu; Botte, Emmanuel; Benini, Luca 2023-01-01 - - 4.01 Contributo in Atti di convegno -
4.4 A 1.3TOPS/W @ 32GOPS Fully Integrated 10-Core SoC for IoT End-Nodes with 1.7μW Cognitive Wake-Up from MRAM-Based State-Retentive Sleep Mode Rossi D.; Conti F.; Eggiman M.; Mach S.; Mauro A.D.; Guermandi M.; Tagliavini G.; Pullini A.; Loi... I.; Chen J.; Flamand E.; Benini L. 2021-01-01 - Institute of Electrical and Electronics Engineers Inc. 4.01 Contributo in Atti di convegno 09365939.pdfpaper_proofread_d.pdf
A 1.15 TOPS/W, 16-Cores Parallel Ultra-Low Power Cluster with 2b-to-32b Fully Flexible Bit-Precision and Vector Lockstep Execution Mode Garofalo A.; Ottavi G.; Di Mauro A.; Conti F.; Tagliavini G.; Benini L.; Rossi D. 2021-01-01 - Institute of Electrical and Electronics Engineers Inc. 4.01 Contributo in Atti di convegno DUSTIN_REDUX.pdf
A 3 TOPS/W RISC-V Parallel Cluster for Inference of Fine-Grain Mixed-Precision Quantized Neural Networks Nadalini, A; Rutishauser, G; Burrello, A; Bruschi, N; Garofalo, A; Benini, L; Conti, F; Rossi, D 2023-01-01 - IEEE 4.01 Contributo in Atti di convegno a 3 tops w risc post print .pdf
A 64mW DNN-based Visual Navigation Engine for Autonomous Nano-Drones Palossi, Daniele; Loquercio, Antonio; Conti, Francesco; Flamand, Eric; Scaramuzza, Davide; Benini..., Luca 2019-01-01 IEEE INTERNET OF THINGS JOURNAL - 1.01 Articolo in rivista -
A Heterogeneous In-Memory Computing Cluster for Flexible End-to-End Inference of Real-World Deep Neural Networks Garofalo, A; Ottavi, G; Conti, F; Karunaratne, G; Boybat, I; Benini, L; Rossi, D 2022-01-01 IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS - 1.01 Articolo in rivista Heterogeneous In-Memory Computing_aam_.pdf
A Heterogeneous Multi-Core System-on-Chip for Energy Efficient Brain Inspired Computing Pullini, Antonio; Conti, Francesco; Rossi, Davide; Loi, Igor; Gautschi, Michael; Benini, Luca 2018-01-01 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS - 1.01 Articolo in rivista tcas2_resubmit_v5_disclaimer.pdf
A heterogeneous multi-core system-on-chip for energy efficient brain inspired vision Pullini, Antonio; Conti, Francesco; Rossi, Davide; Loi, Igor; Gautschi, Michael; Benini, Luca 2016-01-01 - Institute of Electrical and Electronics Engineers Inc. 4.01 Contributo in Atti di convegno -
A Microcontroller is All You Need: Enabling Transformer Execution on Low-Power IoT Endnodes Burrello A.; Scherer M.; Zanghieri M.; Conti F.; Benini L. 2021-01-01 - Institute of Electrical and Electronics Engineers Inc. 4.01 Contributo in Atti di convegno -
A mixed-precision RISC-V processor for extreme-edge DNN inference Ottavi G.; Garofalo A.; Tagliavini G.; Conti F.; Benini L.; Rossi D. 2020-01-01 - IEEE Computer Society 4.01 Contributo in Atti di convegno ISVLSI_STATUS_BASED.pdf
A Multi-Precision Bit-Serial Hardware Accelerator IP for Deep Learning Enabled Internet-of-Things Capra M.; Conti F.; Martina M. 2021-01-01 - Institute of Electrical and Electronics Engineers Inc. 4.01 Contributo in Atti di convegno -
A RISC-V-based FPGA Overlay to Simplify Embedded Accelerator Deployment Bellocchi, Gianluca; Capotondi, Alessandro; Conti, Francesco; Marongiu, Andrea 2021-01-01 - IEEE COMPUTER SOC 4.01 Contributo in Atti di convegno -
A Self-Aware Architecture for PVT Compensation and Power Nap in Near Threshold Processors Rossi, Davide; Loi, Igor; Pullini, Antonio; Muller, Christoph; Burg, Andreas; Conti, Francesco; B...enini, Luca; Flatresse, Philippe 2017-01-01 IEEE DESIGN & TEST - 1.01 Articolo in rivista -
A Sim-to-Real Deep Learning-based Framework for Autonomous Nano-drone Racing Lamberti, Lorenzo; Cereda, Elia; Abbate, Gabriele; Bellone, Lorenzo; Morinigo, Victor Javier Kart...sch; Barciś, Michał; Barciś, Agata; Giusti, Alessandro; Conti, Francesco; Palossi, Daniele 2024-01-01 IEEE ROBOTICS AND AUTOMATION LETTERS - 1.01 Articolo in rivista Binder4.pdf
A TinyML Platform for On-Device Continual Learning with Quantized Latent Replays Ravaglia L.; Rusci M.; Nadalini D.; Capotondi A.; Conti F.; Benini L. 2021-01-01 IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS - 1.01 Articolo in rivista TinyML_redux.pdf
A Ultra-Low-Energy Convolution Engine for Fast Brain-Inspired Vision in Multicore Clusters Conti, Francesco; Benini, Luca 2015-01-01 - - 4.01 Contributo in Atti di convegno -
Accelerated Visual Context Classification on a Low-Power Smartwatch Conti, Francesco; Palossi, Daniele; Andri, Renzo; Magno, Michele; Benini, Luca 2017-01-01 IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS - 1.01 Articolo in rivista THMS_final_v2_disclaimer.pdf
AI-Powered Collision Avoidance Safety System for Industrial Woodworking Machinery Conti F., Indirli F., Latella A., Puglia G. M., Tecce F., Urlini G., Zanghieri M. 2021-01-01 - River Publishers 2.01 Capitolo / saggio in libro -
ALOHA: An Architectural-aware Framework for Deep Learning at the Edge Meloni, P. and Loi, D. and Deriu, G. and Pimentel, A. D. and Sapra, D. and Moser, B. and Shepelev...a, N. and Conti, F. and Benini, L. and Ripolles, O. and Solans, D. and Pintor, M. and Biggio, B. and Stefanov, T. and Minakova, S. and Fragoulis, N. and Theodorakopoulos, I. and Masin, M. and Palumbo, F. 2018-01-01 - ACM 4.01 Contributo in Atti di convegno -
Always-On 674μW@4GOP/s Error Resilient Binary Neural Networks With Aggressive SRAM Voltage Scaling on a 22-nm IoT End-Node Alfio Di Mauro, Francesco Conti, Pasquale Davide Schiavone, Davide Rossi, Luca Benini 2020-01-01 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS - 1.01 Articolo in rivista Binder_ISICAS.pdf