Facultad de Informática
Centre acadèmic
Georgia Institute of Technology
Atlanta, Estados UnidosPublicacions en col·laboració amb investigadors/es de Georgia Institute of Technology (9)
2024
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Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2023
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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
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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
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Multi-modality machine learning predicting Parkinson’s disease
npj Parkinson's Disease, Vol. 8, Núm. 1
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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
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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
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STONNE: Enabling Cycle-Level Microarchitectural Simulation for DNN Inference Accelerators
Proceedings - 2021 IEEE International Symposium on Workload Characterization, IISWC 2021
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STONNE: Enabling Cycle-Level Microarchitectural Simulation for DNN Inference Accelerators
IEEE Computer Architecture Letters, Vol. 20, Núm. 2, pp. 122-125
2020
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Global Learning @ Scale
L@S 2020 - Proceedings of the 7th ACM Conference on Learning @ Scale