Articles with public access mandates - Francesco ContiLearn more
Not available anywhere: 5
sEMG neural spikes reconstruction for gesture recognition on a low-power multicore processor
M Orlandi, M Zanghieri, VJK Morinigo, F Conti, D Schiavone, L Benini, ...
2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 704-708, 2022
Mandates: European Commission
PULP-NN
A Garofalo, M Rusci, F Conti, D Rossi, L Benini
Philosophical Transactions: Mathematical, Physical and Engineering Sciences …, 2020
Mandates: European Commission
A self-aware architecture for PVT compensation and power nap in near threshold processors
D Rossi, I Loi, A Pullini, C Müller, A Burg, F Conti, L Benini, P Flatresse
IEEE Design & Test 34 (6), 46-53, 2017
Mandates: Swiss National Science Foundation
A high-efficiency runtime reconfigurable IP for CNN acceleration on a mid-range all-programmable SoC
P Meloni, G Deriu, F Conti, I Loi, L Raffo, L Benini
2016 International Conference on ReConFigurable Computing and FPGAs …, 2016
Mandates: Swiss National Science Foundation
Curbing the roofline: a scalable and flexible architecture for CNNs on FPGA
P Meloni, G Deriu, F Conti, I Loi, L Raffo, L Benini
Proceedings of the ACM International Conference on Computing Frontiers, 376-383, 2016
Mandates: Swiss National Science Foundation
Available somewhere: 70
Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality With At-MRAM Neural Engine
AS Prasad, M Scherer, F Conti, D Rossi, A Di Mauro, M Eggimann, ...
IEEE Journal of Solid-State Circuits, 2024
Mandates: European Commission
An Extreme-Edge TCN-Based Low-Latency Collision-Avoidance Safety System for Industrial Machinery
M Zanghieri, F Indirli, A Latella, GM Puglia, F Tecce, F Papariello, G Urlini, ...
IEEE Access, 2024
Mandates: European Commission
Reduced precision floating-point optimization for Deep Neural Network On-Device Learning on microcontrollers
D Nadalini, M Rusci, L Benini, F Conti
Future Generation Computer Systems 149, 212-226, 2023
Mandates: European Commission
RedMule: A mixed-precision matrix–matrix operation engine for flexible and energy-efficient on-chip linear algebra and TinyML training acceleration
Y Tortorella, L Bertaccini, L Benini, D Rossi, F Conti
Future Generation Computer Systems 149, 122-135, 2023
Mandates: Swiss National Science Foundation
Marsellus: A Heterogeneous RISC-V AI-IoT End-Node SoC With 2–8 b DNN Acceleration and 30%-Boost Adaptive Body Biasing
F Conti, G Paulin, A Garofalo, D Rossi, A Di Mauro, G Rutishauser, ...
IEEE Journal of Solid-State Circuits, 2023
Mandates: European Commission
WIP: Automatic DNN Deployment on Heterogeneous Platforms: the GAP9 Case Study
L Macan, A Burrello, L Benini, F Conti
Proceedings of the International Conference on Compilers, Architecture, and …, 2023
Mandates: European Commission
HTVM: Efficient neural network deployment on heterogeneous TinyML platforms
J Van Delm, M Vandersteegen, A Burrello, GM Sarda, F Conti, DJ Pagliari, ...
2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023
Mandates: Research Foundation (Flanders), European Commission
A 3 TOPS/W RISC-V parallel cluster for inference of fine-grain mixed-precision quantized neural networks
A Nadalini, G Rutishauser, A Burrello, N Bruschi, A Garofalo, L Benini, ...
2023 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 1-6, 2023
Mandates: European Commission
Free bits: Latency optimization of mixed-precision quantized neural networks on the edge
G Rutishauser, F Conti, L Benini
2023 IEEE 5th International Conference on Artificial Intelligence Circuits …, 2023
Mandates: European Commission
PULP Fiction No More—Dependable PULP Systems for Space
M Ulbricht, Y Tortorella, M Rogenmoser, L Lu, J Chen, F Conti, M Krstic, ...
2023 IEEE European Test Symposium (ETS), 1-10, 2023
Mandates: European Commission, Federal Ministry of Education and Research, Germany
ECHOES: a 200 GOPS/W Frequency Domain SoC with FFT Processor and I2S DSP for Flexible Data Acquisition from Microphone Arrays
M Sinigaglia, L Bertaccini, L Valente, A Garofalo, S Benatti, L Benini, ...
2023 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2023
Mandates: European Commission
End-to-end DNN inference on a massively parallel analog in memory computing architecture
N Bruschi, G Tagliavini, A Garofalo, F Conti, I Boybat, L Benini, D Rossi
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023
Mandates: European Commission
Hybrid modular redundancy: Exploring modular redundancy approaches in RISC-V multi-core computing clusters for reliable processing in space
M Rogenmoser, Y Tortorella, D Rossi, F Conti, L Benini
ACM Transactions on Cyber-Physical Systems, 2023
Mandates: European Commission
Dustin: A 16-cores parallel ultra-low-power cluster with 2b-to-32b fully flexible bit-precision and vector Lockstep execution mode
G Ottavi, A Garofalo, G Tagliavini, F Conti, A Di Mauro, L Benini, D Rossi
IEEE Transactions on Circuits and Systems I: Regular Papers 70 (6), 2450-2463, 2023
Mandates: European Commission
22.1 A 12.4 TOPS/W@ 136GOPS AI-IoT system-on-chip with 16 RISC-V, 2-to-8b precision-scalable DNN acceleration and 30%-boost adaptive body biasing
F Conti, D Rossi, G Paulin, A Garofalo, A Di Mauro, G Rutishauer, ...
2023 IEEE International Solid-State Circuits Conference (ISSCC), 21-23, 2023
Mandates: European Commission
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