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Kun-Chih Chen
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Publications
- 2023
- [j19]Kun-Chih Chen, Yuan-Hao Liao, Cheng-Ting Chen, Leiqi Wang:
Adaptive Machine Learning-Based Proactive Thermal Management for NoC Systems. IEEE Trans. Very Large Scale Integr. Syst. 31(8): 1114-1127 (2023) - [c44]Farshad Firouzi, Krishnendu Chakrabarty, Naghmeh Karimi, Bahareh J. Farahani, Diana Goehringer, Aurora Gil de Castro, Marc Reichenbach, Kun-Chih Chen:
Welcome Message from the Chairs. COINS 2023: 1 - 2022
- [j18]Kun-Chih Jimmy Chen, Masoumeh Ebrahimi:
Chapter Five - Routing algorithm design for power- and temperature-aware NoCs. Adv. Comput. 124: 117-150 (2022) - [c41]Kun-Chih Jimmy Chen, Cheng-Ting Chen:
Hybrid Binary-Stochastic Computing-based ANN Design with Binary-in-Series-out ReLU. AICAS 2022: 162-165 - 2021
- [j16]Kun-Chih Chen, Cheng-Kang Tsai, Yi-Sheng Liao, Han-Bo Xu, Masoumeh Ebrahimi:
A Lego-Based Neural Network Design Methodology With Flexible NoC. IEEE J. Emerg. Sel. Topics Circuits Syst. 11(4): 711-724 (2021) - [j14]Kun-Chih Chen, Ya-Wei Huang, Geng-Ming Liu, Jing-Wen Liang, Yueh-Chi Yang, Yuan-Hao Liao:
A Hierarchical K-Means-Assisted Scenario-Aware Reconfigurable Convolutional Neural Network. IEEE Trans. Very Large Scale Integr. Syst. 29(1): 176-188 (2021) - [c36]Kun-Chih Jimmy Chen, Cheng-Ting Chen:
High-accuracy and Low-latency Hybrid Stochastic Computing for Artificial Neural Network. ISOCC 2021: 254-255 - [c35]Kun-Chih Jimmy Chen, Yueh-Chi Yang, Yi-Sheng Liao:
An Arbitrary Kernel-size Applicable NoC-based DNN Processor Design with Hybrid Data Reuse. MWSCAS 2021: 657-660 - [c34]Kun-Chih Jimmy Chen, Yi-Sheng Liao, Cheng-Kang Tsai:
A Convolutional Neural Network on Chip Design Methodology for CNN Hardware Implementation. SoCC 2021: 266-271 - [c33]Kun-Chih Jimmy Chen, Jing-Wen Liang, Yueh-Chi Yang, Hsiang-Ling Tai, Jo-Chiao Ku, Jui-Cheng Wang:
Embedded Bearing Fault Detection Platform Design for the Drivetrain System in the Future Industry 4.0 Era. VLSI-DAT 2021: 1-4 - [c32]Kun-Chih Jimmy Chen, Chun-Chuan Wang, Cheng-Kang Tsai, Jing-Wen Liang:
Dynamic Mapping Mechanism to Compute DNN Models on a Resource-limited NoC Platform. VLSI-DAT 2021: 1-4 - 2020
- [j13]Kun-Chih Chen, Masoumeh Ebrahimi, Maurizio Palesi, Tim Kogel:
Guest Editorial: Communication-Aware Designs and Methodologies for Reliable and Adaptable On-Chip AI SubSystems and Accelerators. IEEE J. Emerg. Sel. Topics Circuits Syst. 10(3): 265-267 (2020) - [j12]Seyed Morteza Nabavinejad, Mohammad Baharloo, Kun-Chih Chen, Maurizio Palesi, Tim Kogel, Masoumeh Ebrahimi:
An Overview of Efficient Interconnection Networks for Deep Neural Network Accelerators. IEEE J. Emerg. Sel. Topics Circuits Syst. 10(3): 268-282 (2020) - [j10]Maurizio Palesi, Kun-Chih Jimmy Chen, Midia Reshadi:
Special issue on energy-efficient many-core embedded systems and architectures (SI: NoCArc18). J. Syst. Archit. 109: 101822 (2020) - [j9]Kun-Chih Jimmy Chen, Masoumeh Ebrahimi, Ting-Yi Wang, Yuch-Chi Yang, Yuan-Hao Liao:
A NoC-based simulator for design and evaluation of deep neural networks. Microprocess. Microsystems 77: 103145 (2020) - [c31]Kun-Chih Jimmy Chen, Yuan-Hao Liao:
Adaptive Machine Learning-Based Temperature Prediction Scheme for Thermal-Aware NoC System. ISCAS 2020: 1-4 - [c30]Kun-Chih Jimmy Chen, Jing-Wen Liang:
A Two-stage Training Mechanism for the CNN with Trainable Activation Function. ISOCC 2020: 123-124 - 2019
- [c24]Kun-Chih Jimmy Chen, Masoumeh Ebrahimi, Ting-Yi Wang, Yuch-Chi Yang:
NoC-based DNN accelerator: a future design paradigm. NOCS 2019: 11:1-11:8 - [e1]Kun-Chih Jimmy Chen, Sergi Abadal, Salvatore Monteleone:
Proceedings of the 12th International Workshop on Network on Chip Architectures, NoCArc@MICRO 2019, Columbus, OH, USA, October 13, 2019. ACM 2019, ISBN 978-1-4503-6949-7 [contents] - 2018
- [c22]Kun-Chih Jimmy Chen, Ting-Yi Wang:
NN-Noxim: High-Level Cycle-Accurate NoC-based Neural Networks Simulator. NoCArc@MICRO 2018: 1-5
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last updated on 2023-09-27 22:52 CEST by the dblp team
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