Publicaciones en colaboración con investigadores/as de Georgia Institute of Technology (9)

2024

  1. Preface

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2023

  1. Flexagon: A Multi-dataflow Sparse-Sparse Matrix Multiplication Accelerator for Efficient DNN Processing

    International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS

  2. STIFT: A Spatio-Temporal Integrated Folding Tree for Efficient Reductions in Flexible DNN Accelerators

    ACM Journal on Emerging Technologies in Computing Systems, Vol. 19, Núm. 4

2022

  1. Multi-modality machine learning predicting Parkinson’s disease

    npj Parkinson's Disease, Vol. 8, Núm. 1

  2. Understanding the Design-Space of Sparse/Dense Multiphase GNN dataflows on Spatial Accelerators

    Proceedings - 2022 IEEE 36th International Parallel and Distributed Processing Symposium, IPDPS 2022

2021

  1. A novel network fabric for efficient spatio-temporal reduction in flexible DNN accelerators

    Proceedings - 2021 15th IEEE/ACM International Symposium on Networks-on-Chip, NOCS 2021

  2. STONNE: Enabling Cycle-Level Microarchitectural Simulation for DNN Inference Accelerators

    Proceedings - 2021 IEEE International Symposium on Workload Characterization, IISWC 2021

  3. STONNE: Enabling Cycle-Level Microarchitectural Simulation for DNN Inference Accelerators

    IEEE Computer Architecture Letters, Vol. 20, Núm. 2, pp. 122-125

2020

  1. Global Learning @ Scale

    L@S 2020 - Proceedings of the 7th ACM Conference on Learning @ Scale