Alberto Marchisio

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

Deep Learning for Edge Computing: Current Trends, Cross-Layer Optimizations, and Open Research Challenges

Alberto Marchisio, Muhammad Abdullah Hanif, Faiq Khalid et al. · 2019 · 89 citations · Full text

Artificial Intelligence, Energy Consumption, Edge Intelligence +13

Towards Energy-Efficient and Secure Edge AI: A Cross-Layer Framework ICCAD Special Session Paper

Muhammad Shafique, Alberto Marchisio, Rachmad Vidya Wicaksana Putra et al. · 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD) · 2021 · 43 citations

Engineering, Edge Device, Energy Efficiency +22

FedQNN: Federated Learning using Quantum Neural Networks

Nouhaila Innan, Muhammad Al-Zafar Khan, Alberto Marchisio et al. · 2024 · 33 citations