Matteo Grimaldi

Politecnico di Torino

H-index: 3

Europe-Italy

Matteo Grimaldi, With an exceptional h-index of 3 and a recent h-index of 3 (since 2020), a distinguished researcher at Politecnico di Torino,

His recent articles reflect a diverse array of research interests and contributions to the field:

Accelerating deep neural networks via semi-structured activation sparsity

YOLOBench: Benchmarking Efficient Object Detectors on Embedded Systems

Dynamic convnets on tiny devices via nested sparsity

Hardware-Aware Compression Techniques for Embedded Deep Neural Networks

EAST: Encoding-aware sparse training for deep memory compression of ConvNets

Title	Journal	Author(s)	Publication Date
Accelerating deep neural networks via semi-structured activation sparsity		Matteo Grimaldi Darshan C Ganji Ivan Lazarevich Sudhakar Sah	2023
YOLOBench: Benchmarking Efficient Object Detectors on Embedded Systems		Ivan Lazarevich Matteo Grimaldi Ravish Kumar Saptarshi Mitra Shahrukh Khan ...	2023
Dynamic convnets on tiny devices via nested sparsity	IEEE Internet of Things Journal	Matteo Grimaldi Luca Mocerino Antonio Cipolletta Andrea Calimera	2022/11/15
Hardware-Aware Compression Techniques for Embedded Deep Neural Networks		Matteo Grimaldi	2021/10/15
EAST: Encoding-aware sparse training for deep memory compression of ConvNets		Matteo Grimaldi Valentino Peluso Andrea Calimera	2020/8/31

Useful Links