Matteo Risso - Publications, H-index & Citations

Matteo Risso

Department of Control and Computer Engineering

9H指数

42论文数

256被引数

收录论文 7

发表时间

Optimizing DNN Inference on Multi-accelerator SoCs at Training-Time 在训练阶段优化多加速器SoC上的DNN推理

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

IF2.9

2025-01-01

PREAI

Matteo Risso; Alessio Burrello; Daniele Jahier Pagliari

Joint Pruning and Channel-Wise Mixed-Precision Quantization for Efficient Deep Neural Networks 高效深度神经网络的联合修剪和逐通道混合精度量化

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2024-11-01

OAAI

Motetti, Beatrice Alessandra; Risso, Matteo; Burrello, Alessio; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier

Enhancing Neural Architecture Search With Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING

IF5.4

2024-07-01

OAAI

Burrello, Alessio; Risso, Matteo; Motetti, Beatrice Alessandra; Macii, Enrico; Benini, Luca; Pagliari, Daniele Jahier

Integrating SystemC-AMS Power Modeling with a RISC-V ISS for Virtual Prototyping of Battery-operated Embedded Devices

proceedings of the

IF0

2024-07-01

OAAI

Hamdi, Mohamed Amine; Pollo, Giovanni; Risso, Matteo; Haugou, Germain; Burrello, Alessio; Macii, Enrico; Poncino, Massimo; Vinco, Sara; Pagliari, Daniele Jahier

Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation

2023 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION, DATE

IF0

2023-04-01

OAAI

Burrello, Alessio; Risso, Matteo; Tomasello, Noemi; Chen, Yukai; Benini, Luca; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier

Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge 轻量级神经架构在边缘的时间卷积网络搜索

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2022-01-01

OAAI

Risso, Matteo; Burrello, Alessio; Conti, Francesco; Lamberti, Lorenzo; Chen, Yukai; Benini, Luca; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier

Q-PPG: Energy-Efficient PPG-Based Heart Rate Monitoring on Wearable Devices Q-ppg: 可穿戴设备上基于PPG的高能效心率监测

ieee transactions on circuits and systems i regular papers

IF4.9

2021-12-01

OAAI

Burrello, Alessio; Pagliari, Daniele Jahier; Risso, Matteo; Benatti, Simone; Macii, Enrico; Benini, Luca; Poncino, Massimo

研究方向