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Ha, Soonhoi
205  results:
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1

A Novel Throughput Enhancement Method for Deep Learning App..:

Park, Choonghoon ; Ha, Soonhoi
IEEE Access.  12 (2024)  - p. 38773-38785 , 2024
Link: https://doi.org/10.1109/..
 
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2

Software Synthesis From High-level Specification for Swarm ..:

Kang, Woosuk ; Jeong, EunJin ; Yoon, Kyonghwan.
IEEE Embedded Systems Letters.  , 2023
Link: https://doi.org/10.1109/..
 
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3

Hardware–Software Codesign of an Adder-Tree Type CNN Accele..:

, In: Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing,
Ha, Soonhoi ; Kang, Donghyun - p. 453-473 , 2023
Link: https://doi.org/10.1007/..
 
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4

A Novel Technique to Support Deep Learning Applications in ..:

Kim, Jangryul ; Son, Jaewoo ; Ha, Soonhoi
IEEE Access.  11 (2023)  - p. 54869-54880 , 2023
Link: https://doi.org/10.1109/..
 
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5

Energy-Aware Scenario-Based Mapping of Deep Learning Applic..:

Kim, Jangryul ; Ha, Soonhoi
IEEE Transactions on Computers.  72 (2023)  6 - p. 1666-1680 , 2023
Link: https://doi.org/10.1109/..
 
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6

How to Boost Deep Neural Networks for Computer Vision:

, In: 2023 60th ACM/IEEE Design Automation Conference (DAC),
Ha, Soonhoi - p. 1-2 , 2023
Link: https://doi.org/10.1109/..
 
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7

A novel hierarchical edge-based architecture for service or..:

Kim, Euiseok ; Son, Taehyeong ; Ha, Soonhoi
Internet of Things.  24 (2023)  - p. 100939 , 2023
Link: https://doi.org/10.1016/..
 
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8

Resolution Based Incremental Scaling Methodology for CNNs:

Lim, Jungsub ; Lee, Soomi ; Ha, Soonhoi
IEEE Access.  11 (2023)  - p. 60462-60470 , 2023
Link: https://doi.org/10.1109/..
 
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9

Analysis of the Effect of Off-chip Memory Access on the Per..:

, In: 2022 23rd International Symposium on Quality Electronic Design (ISQED),
Lee, Keonjoo ; Kang, Donghyun ; Kang, Duseok. - p. 13-18 , 2022
Link: https://doi.org/10.1109/..
 
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10

Deep Learning Inference Parallelization on Heterogeneous Pr..:

Jeong, EunJin ; Kim, Jangryul ; Tan, Samnieng..
IEEE Embedded Systems Letters.  14 (2022)  1 - p. 15-18 , 2022
Link: https://doi.org/10.1109/..
 
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11

TensorRT-Based Framework and Optimization Methodology for D..:

Jeong, Eunjin ; Kim, Jangryul ; Ha, Soonhoi
ACM Transactions on Embedded Computing Systems.  21 (2022)  5 - p. 1-26 , 2022
Link: https://doi.org/10.1145/..
 
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12

Multi-Bank On-Chip Memory Management Techniques for CNN Acc..:

Kang, Duseok ; Kang, Donghyun ; Ha, Soonhoi
IEEE Transactions on Computers.  71 (2022)  5 - p. 1181-1193 , 2022
Link: https://doi.org/10.1109/..
 
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13

Hardware-Software Codesign of a CNN Accelerator:

, In: 2022 25th Euromicro Conference on Digital System Design (DSD),
Yi, Changjae ; Kang, Donghyun ; Ha, Soonhoi - p. 348-356 , 2022
Link: https://doi.org/10.1109/..
 
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14

SNAS: Fast Hardware-Aware Neural Architecture Search Method..:

Lee, Jaeseong ; Rhim, Jungsub ; Kang, Duseok.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.  41 (2022)  11 - p. 4826-4836 , 2022
Link: https://doi.org/10.1109/..
 
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15

Hierarchical Scheduling of an SDF/L Graph onto Multiple Pro..:

Oldja, Mari-Liis ; Kim, Jangryul ; Jeong, Dowhan.
ACM Transactions on Design Automation of Electronic Systems.  27 (2021)  3 - p. 1-23 , 2021
Link: https://doi.org/10.1145/..
 
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