| Energy-Efficient Frequency Selection Method for Bio-Signal Acquisition in AI/ML Wearables H Taji, JA Miranda Calero, M Peon Quiros, D Atienza Alonso ISLPED'24: Proceedings of the ACM/IEEE International Symposium on Low Power …, 2024 | | 2024 |
| Teleoperation with a wearable sensor system J Miehlbradt, FIT Dell'agnola, A Cherpillod, M Coscia, F Artoni, S Mintchev, ... US Patent 12,019,438, 2024 | | 2024 |
| Scalable and RISC-V Programmable Near-Memory Computing Architectures for Edge Nodes M Caon, C Choné, PD Schiavone, A Levisse, G Masera, M Martina, ... arXiv preprint arXiv:2406.14263, 2024 | | 2024 |
| TEE4EHR: Transformer event encoder for better representation learning in electronic health records H Karami, D Atienza, A Ionescu Artificial Intelligence in Medicine, 102903, 2024 | | 2024 |
| BiomedBench: A benchmark suite of TinyML biomedical applications for low-power wearables D Samakovlis, S Albini, RR Álvarez, DA Constantinescu, PD Schiavone, ... arXiv preprint arXiv:2406.03886, 2024 | | 2024 |
| How to Count Coughs: An Event-Based Framework for Evaluating Automatic Cough Detection Algorithm Performance L Orlandic, J Dan, J Thevenot, T Teijeiro, A Sauty, D Atienza arXiv preprint arXiv:2406.01529, 2024 | | 2024 |
| M2SKD: Multi-to-Single Knowledge Distillation of Real-Time Epileptic Seizure Detection for Low-Power Wearable Systems S Baghersalimi, A Amirshahi, F Forooghifar, T Teijeiro, A AMINIFAR, ... ACM Transactions on Intelligent Systems and Technology, 2024 | | 2024 |
| Acoustical Features as Knee Health Biomarkers: A Critical Analysis C Kechris, J Thevenot, T Teijeiro, VA Stadelmann, NA Maffiuletti, ... arXiv preprint arXiv:2405.15085, 2024 | | 2024 |
| Performance evaluation of acceleration of convolutional layers on OpenEdgeCGRA N Carpentieri, J Sapriza, D Schiavone, DJ Pagliari, D Atienza, M Martina, ... Proceedings of the 21st ACM International Conference on Computing Frontiers …, 2024 | 1 | 2024 |
| KID-PPG: Knowledge Informed Deep Learning for Extracting Heart Rate from a Smartwatch C Kechris, J Dan, J Miranda, D Atienza arXiv preprint arXiv:2405.09559, 2024 | | 2024 |
| Intermediate Address Space: virtual memory optimization of heterogeneous architectures for cache-resident workloads Q Liu, D Huang, L Costero, M Zapater, D Atienza ACM Transactions on Architecture and Code Optimization, 2024 | | 2024 |
| STRELA: STReaming ELAstic CGRA Accelerator for Embedded Systems D Vazquez, J Miranda, A Rodriguez, A Otero, PD Schiavone, D Atienza arXiv preprint arXiv:2404.12503, 2024 | | 2024 |
| Resource-Efficient Continual Learning for Personalized Online Seizure Detection A Shahbazinia, F Ponzina, JA Miranda Calero, J Dan, G Ansaloni, ... 46th Annual International Conference of the IEEE Engineering in Medicine and …, 2024 | | 2024 |
| FETCH: A Fast and Efficient Technique for Channel Selection in EEG Wearable Systems A Amirshahi, J Dan, JA Miranda Calero, A Aminifar, D Atienza Alonso Conference on Health, Inference, and Learning, 2024 | | 2024 |
| FEMU: An Open-Source RISC-V Emulation Platform for the Exploration of Accelerator-based Edge Applications S Machetti, M Peón Quirós, D Kasap, J Sapriza, R Rodríguez, J Miranda, ... Design, Automation and Test in Europe Conference (DATE), 2024 | | 2024 |
| FVLLMONTI: The 3D Neural Network Compute Cube Concept for Efficient Transformer Architectures Towards Speech-to-Speech Translation I O'Connor, S Mannaa, A Bosio, B Deveautour, D Deleruyelle, ... 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2024 | | 2024 |
| An Energy Efficient Soft SIMD Microarchitecture and Its Application on Quantized CNNs P Yu, F Ponzina, A Levisse, M Gupta, D Biswas, G Ansaloni, D Atienza, ... IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2024 | 1 | 2024 |
| HEEPocrates: An Ultra-Low-Power RISC-V Microcontroller for Edge-Computing Healthcare Applications S Machetti, PD Schiavone, CT Müller, ASJ Levisse, M Peon Quiros, ... Europractice, 2024 | | 2024 |
| SzCORE: A Seizure Community Open-source Research Evaluation framework for the validation of EEG-based automated seizure detection algorithms J Dan, U Pale, A Amirshahi, W Cappelletti, TM Ingolfsson, X Wang, ... arXiv preprint arXiv:2402.13005, 2024 | 1 | 2024 |
| SAT-based Exact Modulo Scheduling Mapping for Resource-Constrained CGRAs C Tirelli, J Sapriza, RR Álvarez, L Ferretti, B Denkinger, G Ansaloni, ... arXiv preprint arXiv:2402.12834, 2024 | 1 | 2024 |
Luca BeniniETH Zürich, Università di BolognaVerified email at unibo.it