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Rankin, Dylan
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1

Ultra-low latency recurrent neural network inference on FPG..:

Khoda, Elham E ; Rankin, Dylan ; Teixeira de Lima, Rafael...
Machine Learning: Science and Technology.  4 (2023)  2 - p. 025004 , 2023
Link: https://doi.org/10.1088/..
 
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2

A Software Ecosystem for Deploying Deep Learning in Gravita..:

, In: Proceedings of the 12th Workshop on AI and Scientific Computing at Scale using Flexible Computing Infrastructures,
Gunny, Alec ; Rankin, Dylan ; Harris, Philip... - p. 9-17 , 2022
Link: https://dl.acm.org/doi/1..
 
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3

Hardware-accelerated inference for real-time gravitational-..:

Gunny, Alec ; Rankin, Dylan ; Krupa, Jeffrey...
Nature Astronomy.  6 (2022)  5 - p. 529-536 , 2022
Link: https://doi.org/10.1038/..
 
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4

Distance-Weighted Graph Neural Networks on FPGAs for Real-T..:

Iiyama, Yutaro ; Cerminara, Gianluca ; Gupta, Abhijay...
Frontiers in Big Data.  3 (2021)  - p. , 2021
Link: https://doi.org/10.3389/..
 
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5

Quasi anomalous knowledge: searching for new physics with e..:

Park, Sang Eon ; Rankin, Dylan ; Udrescu, Silviu-Marian..
Journal of High Energy Physics.  2021 (2021)  6 - p. , 2021
Link: https://doi.org/10.1007/..
 
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6

GPU coprocessors as a service for deep learning inference i..:

Krupa, Jeffrey ; Lin, Kelvin ; Acosta Flechas, Maria...
Machine Learning: Science and Technology.  2 (2021)  3 - p. 035005 , 2021
Link: https://doi.org/10.1088/..
 
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7

Fast convolutional neural networks on FPGAs with hls4ml:

Aarrestad, Thea ; Loncar, Vladimir ; Ghielmetti, Nicolò...
Machine Learning: Science and Technology.  2 (2021)  4 - p. 045015 , 2021
Link: https://doi.org/10.1088/..
 
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8

FPGAs-as-a-Service Toolkit (FaaST):

, In: 2020 IEEE/ACM International Workshop on Heterogeneous High-performance Reconfigurable Computing (H2RC),
Rankin, Dylan ; Krupa, Jeffrey ; Harris, Philip... - p. 38-47 , 2020
Link: https://doi.org/10.1109/..
 
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9

Compressing deep neural networks on FPGAs to binary and ter..:

Ngadiuba, Jennifer ; Loncar, Vladimir ; Pierini, Maurizio...
Machine Learning: Science and Technology.  2 (2020)  1 - p. 015001 , 2020
Link: https://doi.org/10.1088/..
 
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10

FPGA-Accelerated Machine Learning Inference as a Service fo..:

Duarte, Javier ; Harris, Philip ; Hauck, Scott...
Computing and Software for Big Science.  3 (2019)  1 - p. , 2019
Link: https://doi.org/10.1007/..
 
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11

Fast Inference of Deep Neural Networks for Real-time Partic..:

, In: Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays,
Duarte, Javier ; Han, Song ; Harris, Philip... - p. 305 ff. , 2019
Link: https://dl.acm.org/doi/1..
 
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12

GWAK: gravitational-wave anomalous knowledge with recurrent..:

Raikman, Ryan ; Moreno, Eric A ; Govorkova, Ekaterina...
Machine Learning: Science and Technology.  5 (2024)  2 - p. 025020 , 2024
Link: https://doi.org/10.1088/..
 
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13

AIgean: An Open Framework for Deploying Machine Learning on..:

Tarafdar, Naif ; Di Guglielmo, Giuseppe ; Harris, Philip C....
ACM Transactions on Reconfigurable Technology and Systems (TRETS).  15 (2021)  3 - p. 1-32 , 2021
Link: https://dl.acm.org/doi/1..
 
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14

AIgean: An Open Framework for Deploying Machine Learning on..:

Tarafdar, Naif ; Di Guglielmo, Giuseppe ; Harris, Philip C....
ACM Transactions on Reconfigurable Technology and Systems.  15 (2021)  3 - p. 1-32 , 2021
Link: https://doi.org/10.1145/..
 
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15

AIgean: An Open Framework for Machine Learning on Heterogen..:

, In: 2020 IEEE 28th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM),
Tarafdar, Naif ; Guglielmo, Giuseppe Di ; Harris, Philip C... - p. 239-239 , 2020
Link: https://doi.org/10.1109/..
 
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