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Umuroglu, Yaman
55  Ergebnisse:
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1

Efficient Convolutional Dataflows on Low-Power Neural Netwo..:

Orosa, Lois ; Koppula, Skanda ; Umuroglu, Yaman...
IEEE Transactions on Computers.  , 2024
Link: https://doi.org/10.1109/..
 
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2

RadioML Meets FINN: Enabling Future RF Applications With FP..:

Jentzsch, Felix ; Umuroglu, Yaman ; Pappalardo, Alessandro..
IEEE Micro.  42 (2022)  6 - p. 125-133 , 2022
Link: https://doi.org/10.1109/..
 
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3

Ps and Qs: Quantization-Aware Pruning for Efficient Low Lat..:

Hawks, Benjamin ; Duarte, Javier ; Fraser, Nicholas J....
Frontiers in Artificial Intelligence.  4 (2021)  - p. , 2021
Link: https://doi.org/10.3389/..
 
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4

Elastic-DF: Scaling Performance of DNN Inference in FPGA Cl..:

Alonso, Tobias ; Petrica, Lucian ; Ruiz, Mario...
ACM Transactions on Reconfigurable Technology and Systems (TRETS).  15 (2021)  2 - p. 1-34 , 2021
Link: https://dl.acm.org/doi/1..
 
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5

Elastic-DF: Scaling Performance of DNN Inference in FPGA Cl..:

Alonso, Tobias ; Petrica, Lucian ; Ruiz, Mario...
ACM Transactions on Reconfigurable Technology and Systems.  15 (2021)  2 - p. 1-34 , 2021
Link: https://doi.org/10.1145/..
 
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6

High-Throughput DNN Inference with LogicNets:

, In: 2020 IEEE 28th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM),
Umuroglu, Yaman ; Akhauri, Yash ; Fraser, Nicholas J.. - p. 238-238 , 2020
Link: https://doi.org/10.1109/..
 
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7

LogicNets: Co-Designed Neural Networks and Circuits for Ext..:

, In: 2020 30th International Conference on Field-Programmable Logic and Applications (FPL),
Umuroglu, Yaman ; Akhauri, Yash ; Fraser, Nicholas James. - p. 291-297 , 2020
Link: https://doi.org/10.1109/..
 
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8

Evaluation of Optimized CNNs on FPGA and non-FPGA based Acc..:

, In: Proceedings of the 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays,
Blott, Michaela ; Kath, Johannes ; Halder, Lisa... - p. 317 ff. , 2020
Link: https://dl.acm.org/doi/1..
 
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9

Evaluation of Optimized CNNs on Heterogeneous Accelerators ..:

Blott, Michaela ; Fraser, Nicholas ; Gambardella, Giulio...
IEEE Transactions on Computers.  , 2020
Link: https://doi.org/10.1109/..
 
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10

Optimizing Bit-Serial Matrix Multiplication for Reconfigura..:

Umuroglu, Yaman ; Conficconi, Davide ; Rasnayake, Lahiru..
ACM Transactions on Reconfigurable Technology and Systems.  12 (2019)  3 - p. 1-24 , 2019
Link: https://doi.org/10.1145/..
 
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11

Optimizing Bit-Serial Matrix Multiplication for Reconfigura..:

Umuroglu, Yaman ; Conficconi, Davide ; Rasnayake, Lahiru..
ACM Transactions on Reconfigurable Technology and Systems (TRETS).  12 (2019)  3 - p. 1-24 , 2019
Link: https://dl.acm.org/doi/1..
 
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12

FINN-R: An End-to-End Deep-Learning Framework for Fast Expl..:

Blott, Michaela ; Preußer, Thomas B. ; Fraser, Nicholas J....
ACM Transactions on Reconfigurable Technology and Systems.  11 (2018)  3 - p. 1-23 , 2018
Link: https://doi.org/10.1145/..
 
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13

FINN-R : An End-to-End Deep-Learning Framework for Fast ..:

Blott, Michaela ; Preußer, Thomas B. ; Fraser, Nicholas J....
ACM Transactions on Reconfigurable Technology and Systems (TRETS).  11 (2018)  3 - p. 1-23 , 2018
Link: https://dl.acm.org/doi/1..
 
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14

Scaling Binarized Neural Networks on Reconfigurable Logic:

, In: Proceedings of the 8th Workshop and 6th Workshop on Parallel Programming and Run-Time Management Techniques for Many-core Architectures and Design Tools and Architectures for Multicore Embedded Computing Platforms,
Fraser, Nicholas J. ; Umuroglu, Yaman ; Gambardella, Giulio... - p. 25-30 , 2017
Link: https://dl.acm.org/doi/1..
 
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15

FINN : A Framework for Fast, Scalable Binarized Neural N..:

, In: Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays,
Umuroglu, Yaman ; Fraser, Nicholas J. ; Gambardella, Giulio... - p. 65-74 , 2017
Link: https://dl.acm.org/doi/1..
 
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