Publikationen in Zusammenarbeit mit Forschern von 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