Daniele Jahier Pagliari

1. 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
2. CRIME: Input-Dependent Collaborative Inference for Recurrent Neural Networks
   2020/01/01 by Daniele Jahier Pagliari, Roberta Chiaro, Enrico Macii +1 · 1 citation
   Engineering · Computer Science · #Advanced Memory and Neural Computing #IoT and Edge/Fog Computing #Advanced Neural Network Applications
3. Joint Pruning and Channel-Wise Mixed-Precision Quantization for Efficient Deep Neural Networks
   2024/08/23 by Beatrice Alessandra Motetti, Matteo Risso, Alessio Burrello +3 · 2 citations
   Computer Science · #Speech and Audio Processing #Neural Networks and Applications #Image and Signal Denoising Methods
4. 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 · 1 citation
   Computer Science · #Advanced Image Processing Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Speech and Audio Processing
5. Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables
   2024/09/03 by Alessio Burrello, Burrello, Alessio, Francesco Carlucci +13 · 1 citation
   Engineering · #Advanced Sensor and Energy Harvesting Materials #Non-Invasive Vital Sign Monitoring
6. MATCH: Model-Aware TVM-based Compilation for Heterogeneous Edge Devices
   2024/10/11 by Mohamed Amine Hamdi, Hamdi, Mohamed Amine, Francesco Daghero +15 · 1 citation
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #D.1.3 #Distributed #Embedded Systems Design Techniques #FOS: Computer and information sciences #I.2.2 #Parallel #Parallel Computing and Optimization Techniques #Simulation Techniques and Applications #and Cluster Computing (cs.DC)