Publications in collaboration with researchers from École Polytechnique Fédérale de Lausanne (83)

2024

  1. An Evaluation Framework for Dynamic Thermal Management Strategies in 3D MultiProcessor System-on-Chip Co-Design

    IEEE Transactions on Parallel and Distributed Systems, Vol. 35, Núm. 11, pp. 2161-2176

  2. CloudProphet: A Machine Learning-Based Performance Prediction for Public Clouds

    IEEE Transactions on Sustainable Computing, Vol. 9, Núm. 4, pp. 661-676

  3. Cross-layer Exploration of 2.5D Energy-Efficient Heterogeneous Chiplets Integration: From System Simulation to Open Hardware

    Proceedings of the 29th International Symposium on Low Power Electronics and Design, ISLPED 2024

  4. Decentralized Federated Learning for Epileptic Seizures Detection in Low-Power Wearable Systems

    IEEE Transactions on Mobile Computing, Vol. 23, Núm. 5, pp. 6392-6407

  5. Energy-Efficient Frequency Selection Method for Bio-Signal Acquisition in AI/ML Wearables

    Proceedings of the 29th International Symposium on Low Power Electronics and Design, ISLPED 2024

  6. Intermediate Address Space: virtual memory optimization of heterogeneous architectures for cache-resident workloads

    ACM Transactions on Architecture and Code Optimization, Vol. 21, Núm. 3

2023

  1. A semi-supervised algorithm for improving the consistency of crowdsourced datasets: The COVID-19 case study on respiratory disorder classification

    Computer Methods and Programs in Biomedicine, Vol. 241

  2. Acceleration of Control Intensive Applications on Coarse-Grained Reconfigurable Arrays for Embedded Systems

    IEEE Transactions on Computers, Vol. 72, Núm. 9, pp. 2548-2560

  3. An Error-Based Approximation Sensing Circuit for Event-Triggered Low-Power Wearable Sensors

    IEEE Journal on Emerging and Selected Topics in Circuits and Systems, Vol. 13, Núm. 2, pp. 489-501

  4. Dynamic power budget redistribution under a power cap on multi-application environments

    Sustainable Computing: Informatics and Systems, Vol. 38

  5. Event-based sampled ECG morphology reconstruction through self-similarity

    Computer Methods and Programs in Biomedicine, Vol. 240

  6. HackRF + GNU Radio: A software-defined radio to teach communication theory

    International Journal of Electrical Engineering and Education, Vol. 60, Núm. 1, pp. 23-40

  7. Personalized seizure signature: An interpretable approach to false alarm reduction for long-term epileptic seizure detection

    Epilepsia, Vol. 64, Núm. S4, pp. S23-S33

  8. X-HEEP: An Open-Source, Configurable and Extendible RISC-V Microcontroller

    Proceedings of the 20th ACM International Conference on Computing Frontiers 2023, CF 2023

2022

  1. A Hardware/Software Co-Design Vision for Deep Learning at the Edge

    IEEE Micro, Vol. 42, Núm. 6, pp. 48-54

  2. Approximate zero-crossing: a new interpretable, highly discriminative and low-complexity feature for EEG and iEEG seizure detection

    Journal of neural engineering, Vol. 19, Núm. 6

  3. Personalized Real-Time Federated Learning for Epileptic Seizure Detection

    IEEE Journal of Biomedical and Health Informatics, Vol. 26, Núm. 2, pp. 898-909

  4. Reinforcement Learning-Based Joint Reliability and Performance Optimization for Hybrid-Cache Computing Servers

    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 41, Núm. 12, pp. 5596-5609

  5. Using Algorithmic Transformations and Sensitivity Analysis to Unleash Approximations in CNNs at the Edge

    Micromachines, Vol. 13, Núm. 7

2021

  1. E2CNNs: Ensembles of Convolutional Neural Networks to Improve Robustness against Memory Errors in Edge-Computing Devices

    IEEE Transactions on Computers, Vol. 70, Núm. 8, pp. 1199-1212