Beatrice Bussolino

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

Q-CapsNets: A Specialized Framework for Quantizing Capsule Networks

Alberto Marchisio, Beatrice Bussolino, Alessio Colucci et al. · 2020 · 19 citations · Full text

11.3 Metis AIPU: A 12nm 15TOPS/W 209.6TOPS SoC for Cost- and Energy-Efficient Inference at the Edge

Pascal Alexander Hager, Bert Moons, Stefan Cosemans et al. · 2024 · 15 citations

Enabling Capsule Networks at the Edge through Approximate Softmax and Squash Operations

Alberto Marchisio, Beatrice Bussolino, Edoardo Salvati et al. · 2022 · 12 citations

Mathematical Programming, Convolutional Neural Network, Engineering +19