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Article
A Dual-Precision and Low-Power CNN Inference Engine Using a Heterogeneous Processing-in-Memory Architecture
  • Jung, Sangwoo ; 
  • Lee, Jaehyun ; 
  • Park, Dahoon ; 
  • Lee, Youngjoo ; 
  • Yoon, Jong-Hyeok ; 
  • Kung, Jaeha
  • 2024-12
  • Jung, Sangwoo. (2024-12). A Dual-Precision and Low-Power CNN Inference Engine Using a Heterogeneous Processing-in-Memory Architecture. IEEE Transactions on Circuits and Systems I: Regular Papers, 71(12), 5546–5559. doi: 10.1109/TCSI.2024.3395842
  • Institute of Electrical and Electronics Engineers
  • View : 231
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Article
CNN-Based Adaptive Source Node Identifier for Controller Area Network (CAN)
  • 2020-11
  • Jeong, Woojin. (2020-11). CNN-Based Adaptive Source Node Identifier for Controller Area Network (CAN). IEEE Transactions on Vehicular Technology, 69(11), 13916–13920. doi: 10.1109/TVT.2020.3016352
  • Institute of Electrical and Electronics Engineers
  • View : 691
  • Download : 0
Article
Deep Block Transform for Autoencoders
  • Jin, Kyong Hwan
  • 2021-05
  • Jin, Kyong Hwan. (2021-05). Deep Block Transform for Autoencoders. IEEE Signal Processing Letters, 28, 1016–1019. doi: 10.1109/LSP.2021.3082031
  • Institute of Electrical and Electronics Engineers
  • View : 631
  • Download : 0

Highly Contrast Image Correction for Dim Boundary Separation of Image Semantic Segmentation

Article
Highly Contrast Image Correction for Dim Boundary Separation of Image Semantic Segmentation
  • 2021-05
  • Choi, Jinyeob. (2021-05). Highly Contrast Image Correction for Dim Boundary Separation of Image Semantic Segmentation. IEEE Access, 9, 64142–64152. doi: 10.1109/ACCESS.2021.3075084
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 1076
  • Download : 146
Article
Human Activity Classification Based on Point Clouds Measured by Millimeter Wave MIMO Radar with Deep Recurrent Neural Networks
  • Kim, Youngwook ; 
  • Alnujaim, Ibrahim ; 
  • Oh, Daegun
  • 2021-06
  • Kim, Youngwook. (2021-06). Human Activity Classification Based on Point Clouds Measured by Millimeter Wave MIMO Radar with Deep Recurrent Neural Networks. IEEE Sensors Journal, 21(12), 13522–13529. doi: 10.1109/JSEN.2021.3068388
  • Institute of Electrical and Electronics Engineers
  • View : 755
  • Download : 0
Article
Human Detection and Activity Classification Based on Micro-Doppler Signatures Using Deep Convolutional Neural Networks
  • Kim, Youngwook ; 
  • Moon, Taesup
  • 2016-01
  • IEEE Geoscience and Remote Sensing Letters, v.13, no.1, pp.8 - 12
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 943
  • Download : 0
Article
Improving discrimination ability of convolutional neural networks by hybrid learning
  • 2016-03
  • Kim, In-Jung. (2016-03). Improving discrimination ability of convolutional neural networks by hybrid learning. International Journal on Document Analysis and Recognition, 19(1), 1–9. doi: 10.1007/s10032-015-0256-9
  • Springer Verlag
  • View : 971
  • Download : 0

Micro-Doppler Based Classification of Human Aquatic Activities via Transfer Learning of Convolutional Neural Networks

Article
Micro-Doppler Based Classification of Human Aquatic Activities via Transfer Learning of Convolutional Neural Networks
  • Park, Jinhee ; 
  • Javier, Rios Jesus ; 
  • Moon, Taesup ; 
  • Kim, Youngwook
  • 2016-12
  • Park, Jinhee. (2016-12). Micro-Doppler Based Classification of Human Aquatic Activities via Transfer Learning of Convolutional Neural Networks. Sensors, 16(12). doi: 10.3390/s16121990
  • MDPI AG
  • View : 1034
  • Download : 151
Article
TENAS: Using Taylor Expansion and Channel-level Skip Connection for Neural Architecture Search
  • Lim, Heechul ; 
  • Kim, Min-Soo
  • 2022-08
  • Lim, Heechul. (2022-08). TENAS: Using Taylor Expansion and Channel-level Skip Connection for Neural Architecture Search. IEEE Access, 10, 84790–84798. doi: 10.1109/ACCESS.2022.3195208
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 382
  • Download : 0
Article
Through-Wall Remote Human Voice Recognition Using Doppler Radar With Transfer Learning
  • 2019-06
  • Khanna, Rohan. (2019-06). Through-Wall Remote Human Voice Recognition Using Doppler Radar With Transfer Learning. doi: 10.1109/JSEN.2019.2901271
  • Institute of Electrical and Electronics Engineers
  • View : 964
  • Download : 0
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