Scholar
Francesco Conti
Google Scholar ID: A70PCXoAAAAJ
Associate Professor, University of Bologna
Hardware accelerators
Deep Learning
Ultra-Low Power Computing
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Citations & Impact
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Citations
4,446
H-index
34
i10-index
81
Publications
20
Co-authors
28
list available
Contact
Email
f.conti@unibo.it
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Publications
26 items
MEGATRON: a 28nm Analog PCM CiM/Digital System-on-Chip for Edge GenAI at 57.5 TOPS/W and 1.52 Mparam/mm${}^2$
2026
Cited
0
Transformer-based Neural Beamforming for Real-Time Speech Enhancement on Smart Low-Power Hearable Devices
2026
Cited
0
Improving Autonomous Nano-drones Performance via Automated End-to-End Optimization and Deployment of DNNs
2026
Cited
0
STEEL: Sparsity-Aware Fused Attention for Energy-Efficient Long-Sequence Inference on AMD's XDNA NPU
2026
Cited
0
CHIMERA: A Flexible and Scalable 3.1 TOPS/W AI-MCU with Transformer Accelerator and 563 Gb/s Shared-L2 Memory Subsystem with QoS Guarantees
2026
Cited
0
MR2-ByteTrack: CNN and Transformer-based Video Object Detection for AI-augmented Embedded Vision Sensor Nodes
2026
Cited
0
TopoFisher: Learning Topological Summary Statistics by Maximizing Fisher Information
2026
Cited
0
BioTrain: Sub-MB, Sub-50mW On-Device Fine-Tuning for Edge-AI on Biosignals
2026
Cited
0
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Resume
Background
Associate Professor at the Department of Electrical, Electronic, and Information Engineering, University of Bologna
Research focuses on deploying perceptive and generative AI on heterogeneous accelerator-rich SoCs
Combines hardware (novel accelerated SoCs) and software (deployment tools)
Senior Member of IEEE (Solid-State Circuits and Circuits and Systems societies)
Serves as Associate Editor for IEEE Transactions on Computer-Aided Design of Circuits and Systems
Co-authors
12 total
Luca Benini
ETH Zürich, Università di Bologna
Davide Rossi
Associate Professor, University Of Bologna
Angelo Garofalo
University of Bologna, ETH Zurich
Alessio Burrello
Politecnico di Torino, University of Bologna
Daniele Palossi
Senior Researcher at IDSIA USI-SUPSI Lugano and ETH Zürich
Manuele Rusci
MSCA Post Doc @ KU Leuven
Pasquale Davide Schiavone
EPFL, OpenHW Group
Alessandro Capotondi
Assistant Professor, University of Modena and Reggio-Emilia