Francesco Conti - Publications, H-index & Citations

Francesco Conti

eth zurich

29H指数

200论文数

3.2K被引数

收录论文 28

发表时间

A Reliable, Time-Predictable Heterogeneous SoC for AI-Enhanced Mixed-Criticality Edge Applications

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

IF4.9

2025-11-01

PREAI

Garofalo, Angelo; Ottaviano, Alessandro; Perotti, Matteo; Benz, Thomas; Tortorella, Yvan; Balas, Robert; Rogenmoser, Michael; Zhang, Chi; Bertaccini, Luca; Wistoff, Nils; Ciani, Maicol; Koenig, Cyril; Sinigaglia, Mattia; Valente, Luca; Scheffler, Paul; Eggimann, Manuel; Cavalcante, Matheus; Restuccia, Francesco; Biondi, Alessandro; Conti, Francesco; Gurkaynak, Frank K.; Rossi, Davide; Benini, Luca

Toward Attention-Based TinyML: A Heterogeneous Accelerated Architecture and Automated Deployment Flow Wiese, P.; İsLamoğlu, G.; Scherer, M.; Macan, L.; Jung, V.J.; Burrello, A.; Conti, F.; Benini, L. 面向基于注意力的TinyML：一种异构加速架构和自动化部署流程。IEEE Micro. 2025, 1. [Google Scholar] [CrossRef]

IEEE DESIGN & TEST

IF1.9

2025-10-01

PREAI

Wiese, Philip; Islamoglu, Gamze; Scherer, Moritz; Macan, Luka; Jung, Victor Jean-Baptiste; Burrello, Alessio; Conti, Francesco; Benini, Luca

Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge Computing Maestro：一种面向可穿戴超声边缘计算的RISC-V向量-张量架构，具有302 GFLOPS/W和19.8 GFLOPS的性能指标

IEEE Transactions on Circuits and Systems I: Regular Papers

IF0

2025-06-26

PREAI

Mattia Sinigaglia; Amirhossein Kiamarzi; Marco Bertuletti; Luigi Ghionda; Mattia Orlandi; Riccardo Tedeschi; Aurora Di Giampietro; Yvan Tortorella; Luca Bertaccini; Simone Benatti; Giuseppe Tagliavini; Luca Benini; Francesco Conti; Davide Rossi

A Flexible Template for Edge Generative AI With High-Accuracy Accelerated Softmax and GELU 一种具有高精度加速Softmax和GELU的边缘生成式AI柔性模板

IEEE Journal on Emerging and Selected Topics in Circuits and Systems

IF3.8

2025-06-01

PREAI

Andrea Belano; Yvan Tortorella; Angelo Garofalo; Luca Benini; Davide Rossi; Francesco Conti

Optimizing the Deployment of Tiny Transformers on Low-Power MCUs

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2025-02-01

PREAI

Jung, Victor Jean-Baptiste; Burrello, Alessio; Scherer, Moritz; Conti, Francesco; Benini, Luca

Distilling Tiny and Ultrafast Deep Neural Networks for Autonomous Navigation on Nano-UAVs 在纳米无人机上提取用于自主导航的微小和超快深度神经网络

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-10-15

OAAI

Lamberti, Lorenzo; Bellone, Lorenzo; Macan, Luka; Natalizio, Enrico; Conti, Francesco; Palossi, Daniele; Benini, Luca

An Extreme-Edge TCN-Based Low-Latency Collision-Avoidance Safety System for Industrial Machinery

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Zanghieri, Marcello; Indirli, Fabrizio; Latella, Antonio; Puglia, Giacomo Michele; Tecce, Felice; Papariello, Francesco; Urlini, Giulio; Benini, Luca; Conti, Francesco

Reduced precision floating-point optimization for Deep Neural Network On-Device Learning on microcontrollers 微控制器上深度神经网络设备学习的降低精度浮点优化

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2023-12-01

OAAI

Nadalini, Davide; Rusci, Manuele; Benini, Luca; Conti, Francesco

RedMule: A mixed-precision matrix-matrix operation engine for flexible and energy-efficient on-chip linear algebra and TinyML training acceleration RedMule: 一种混合精度矩阵-矩阵运算引擎，用于灵活节能的片上线性代数和TinyML训练加速

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2023-12-01

OAAI

Tortorella, Yvan; Bertaccini, Luca; Benini, Luca; Rossi, Davide; Conti, Francesco

Graphene-Based Wireless Agile Interconnects for Massive Heterogeneous Multi-Chip Processors

IEEE WIRELESS COMMUNICATIONS

IF11.5

2023-08-01

OAAI

Abadal, Sergi; Guirado, Robert; Taghvaee, Hamidreza; Jain, Akshay; de Santana, Elana Pereira; Bolivar, Peter Haring; Saeed, Mohamed; Negra, Renato; Wang, Zhenxing; Wang, Kun-Ta; Lemme, Max C.; Klein, Joshua; Zapater, Marina; Levisse, Alexandre; Atienza, David; Rossi, Davide; Conti, Francesco; Dazzi, Martino; Karunaratne, Geethan; Boybat, Irem; Sebastian, Abu

Dustin: A 16-Cores Parallel Ultra-Low-Power Cluster With 2b-to-32b Fully Flexible Bit-Precision and Vector Lockstep Execution Mode

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

IF5.2

2023-06-01

OAAI

Ottavi, Gianmarco; Garofalo, Angelo; Tagliavini, Giuseppe; Conti, Francesco; Mauro, Alfio Di; Benini, Luca; Rossi, Davide

Long Short-Term Memory-Based Neural Networks for Missile Maneuvers Trajectories Prediction?

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Lui, Dario Giuseppe; Tartaglione, Gaetano; Conti, Francesco; De Tommasi, Gianmaria; Santini, Stefania

A Heterogeneous In-Memory Computing Cluster for Flexible End-to-End Inference of Real-World Deep Neural Networks

IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS

IF3.8

2022-06-01

OAAI

Garofalo, Angelo; Ottavi, Gianmarco; Conti, Francesco; Karunaratne, Geethan; Boybat, Irem; Benini, Luca; Rossi, Davide

Fully Onboard AI-Powered Human-Drone Pose Estimation on Ultralow-Power Autonomous Flying Nano-UAVs

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2022-02-01

OAAI

Palossi, Daniele; Zimmerman, Nicky; Burrello, Alessio; Conti, Francesco; Mueller, Hanna; Gambardella, Luca Maria; Benini, Luca; Giusti, Alessandro; Guzzi, Jerome

Vega: A Ten-Core SoC for IoT Endnodes With DNN Acceleration and Cognitive Wake-Up From MRAM-Based State-Retentive Sleep Mode

IEEE JOURNAL OF SOLID-STATE CIRCUITS

IF5.6

2022-01-01

OAAI

Rossi, Davide; Conti, Francesco; Eggimann, Manuel; Di Mauro, Alfio; Tagliavini, Giuseppe; Mach, Stefan; Guermandi, Marco; Pullini, Antonio; Loi, Igor; Chen, Jie; Flamand, Eric; Benini, Luca

Vau Da Muntanialas: Energy-Efficient Multi-Die Scalable Acceleration of RNN Inference

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

IF5.2

2022-01-01

OAAI

Paulin, Gianna; Conti, Francesco; Cavigelli, Lukas; Benini, Luca

A TinyML Platform for On-Device Continual Learning With Quantized Latent Replays

IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS

IF3.8

2021-12-01

OAAI

Ravaglia, Leonardo; Rusci, Manuele; Nadalini, Davide; Capotondi, Alessandro; Conti, Francesco; Benini, Luca