Maurizio Martina

Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead

Maurizio Capra, Beatrice Bussolino, Alberto Marchisio et al. · IEEE Access · 2020 · 200 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +17

An Updated Survey of Efficient Hardware Architectures for Accelerating Deep Convolutional Neural Networks

Maurizio Capra, Beatrice Bussolino, Alberto Marchisio et al. · Future Internet · 2020 · 192 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Edge Computing: A Survey On the Hardware Requirements in the Internet of Things World

Maurizio Capra, Riccardo Peloso, Guido Masera et al. · Future Internet · 2019 · 133 citations · Full text

Engineering, Edge Device, Things World +21

Multiplierless, Folded 9/7– 5/3 Wavelet VLSI Architecture

Maurizio Martina, Guido Masera · IEEE Transactions on Circuits and Systems II Analog and Digital Signal Processing · 2007 · 61 citations

Jpeg2000 Environment, Engineering, Vlsi Design +12

Low-Complexity, Efficient 9/7 Wavelet Filters VLSI Implementation

Maurizio Martina, Guido Masera · IEEE Transactions on Circuits and Systems II Analog and Digital Signal Processing · 2006 · 47 citations

Lossy Compression, Engineering, Image Coding +10