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Matteo Grimaldi
Matteo Grimaldi
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Enabling stroke rehabilitation in home and community settings: a wearable sensor-based approach for upper-limb motor training
SI Lee, CP Adans-Dester, M Grimaldi, AV Dowling, PC Horak, ...
IEEE journal of translational engineering in health and medicine 6, 1-11, 2018
942018
Optimality assessment of memory-bounded convnets deployed on resource-constrained risc cores
M Grimaldi, V Peluso, A Calimera
IEEE Access 7, 152599-152611, 2019
112019
Layer-wise compressive training for convolutional neural networks
M Grimaldi, V Tenace, A Calimera
Future Internet 11 (1), 7, 2018
112018
Dynamic convnets on tiny devices via nested sparsity
M Grimaldi, L Mocerino, A Cipolletta, A Calimera
IEEE Internet of Things Journal 10 (6), 5073-5082, 2022
42022
Accelerating deep neural networks via semi-structured activation sparsity
M Grimaldi, DC Ganji, I Lazarevich, S Sah
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
22023
YOLOBench: Benchmarking Efficient Object Detectors on Embedded Systems
I Lazarevich, M Grimaldi, R Kumar, S Mitra, S Khan, S Sah
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
22023
EAST: Encoding-aware sparse training for deep memory compression of ConvNets
M Grimaldi, V Peluso, A Calimera
2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020
22020
A compression-driven training framework for embedded deep neural networks
M Grimaldi, F Pugliese, V Tenace, A Calimera
Proceedings of the Workshop on INTelligent Embedded Systems Architectures …, 2018
12018
Hardware-Aware Compression Techniques for Embedded Deep Neural Networks
M Grimaldi
Politecnico di Torino, 2021
2021
Accelerating Deep Neural Networks via Semi-Structured Activation Sparsity Supplemental Material
M Grimaldi, DC Ganji, I Lazarevich, S Sah
Jia, 2, 2020
2020
Arbitrary-Precision Convolutional Neural Networks on Low-Power IoT Processors
V Peluso, M Grimaldi, A Calimera
2019 IFIP/IEEE 27th International Conference on Very Large Scale Integration …, 2019
2019
Muscle Synergies as the Basis for the Control of a Hand Prosthesis
P Bonato, S Sapienza, M Grimaldi, E Fabara, JF Daneault
Archives of Physical Medicine and Rehabilitation 99 (12), e207-e208, 2018
2018
YOLOBench: Benchmarking Efficient Object Detectors on Embedded Systems Supplemental Material
I Lazarevich, M Grimaldi, R Kumar, S Mitra, S Khan, S Sah
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