Risso, Matteo
- Embedding Temporal Convolutional Networks for Energy-Efficient PPG-Based Heart Rate Monitoring
2022/03/01 by Alessio Burrello, Daniele Jahier Pagliari, Burrello, Alessio +15 · 2 citations
Engineering · Medicine · #FOS: Computer and information sciences #FOS: Electrical engineering #Heart Rate Variability and Autonomic Control #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Non-Invasive Vital Sign Monitoring #Obstructive Sleep Apnea Research #Signal Processing (eess.SP) #electronic engineering #information engineering
- Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networks
2024/07/01 by Beatrice Alessandra Motetti, Matteo Risso, Motetti, Beatrice Alessandra +9 · 4 citations
Computer Science · #Advanced Image Processing Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Speech and Audio Processing
- Adaptive Deep Learning for Efficient Visual Pose Estimation aboard Ultra-low-power Nano-drones
2024/01/26 by Motetti, Beatrice Alessandra, Crupi, Luca, Elshaigi, Mustafa Omer Mohammed Elamin +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Precision-aware Latency and Energy Balancing on Multi-Accelerator Platforms for DNN Inference
2023/06/08 by Risso, Matteo, Burrello, Alessio, Sarda, Giuseppe Maria +5 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Optimized Deployment of Deep Neural Networks for Visual Pose Estimation on Nano-drones
2024/02/23 by Matteo Risso, Risso, Matteo, Francesco Daghero +11 · 1 citation
Computer Science · Engineering · #Advanced Vision and Imaging #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Machine Learning (cs.LG)