Kun-Chih Jimmy Chen

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 33

Top Topics

Fault Diagnosis

Sensor Placement

Top Venues

Publications

Pavan Kumar MP, Zhe-Xiang Tu, Kun-Chih Jimmy Chen
Fine-Tuned Based Transfer Learning with Temporal Attention and Physics-Informed Loss for Bearing RUL Prediction. AICAS (2024)
Kun-Chih Jimmy Chen, Leiqi Wang
Q-learning Assisted LASSO-based Thermal Sensor Placement for Thermal-aware Multi-core Systems. ISCAS (2024)
Kun-Chih Jimmy Chen, Wei-Ren Syu
High Reliable and Accurate Stochastic Computing-based Artificial Neural Network Architecture Design. ISCAS (2024)
Pavan Kumar MP, Kun-Chih Jimmy Chen
NN-based Bearing Fault Diagnosis Using Exponential Power Entropy and a Decision Threshold. COINS (2023)
Pavan Kumar MP, Kun-Chih Jimmy Chen
Mitigate the Negative TL using Adaptive Thresholding for Fault Diagnosis. COINS (2023)
Kun-Chih Jimmy Chen, Masoumeh Ebrahimi
Chapter Five - Routing algorithm design for power- and temperature-aware NoCs. Adv. Comput. 124 (2022)
Kun-Chih Jimmy Chen, Cheng-Ting Chen
Hybrid Binary-Stochastic Computing-based ANN Design with Binary-in-Series-out ReLU. AICAS (2022)
Kun-Chih Jimmy Chen, Chia-Hsin Chen
Entropy-based Thermal Sensor Allocation for Temperature-aware Multi-core Platforms. ISCAS (2022)
M. P. Pavan Kumar, Cheng-Jyun Tang, Kun-Chih Jimmy Chen
Composite Fault Diagnosis of Rotating Machinery With Collaborative Learning. VLSI-DAT (2022)
Kun-Chih Jimmy Chen, Tze-Ling Kuo
A Unipolar-based Stochastic LIF Neuron Design for Low-cost Spiking Neural Network. COINS (2021)
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)
Kun-Chih Jimmy Chen, Po-Chen Chien, Zi-Jie Gao, Chi-Hsun Wu
A Fast ECG Diagnosis by Using Non-Uniform Spectral Analysis and the Artificial Neural Network. ACM Trans. Comput. Heal. 2 (3) (2021)
Kun-Chih Jimmy Chen, Yi-Sheng Liao, Cheng-Kang Tsai
A Convolutional Neural Network on Chip Design Methodology for CNN Hardware Implementation. SoCC (2021)
Kun-Chih Jimmy Chen, Cheng-Ting Chen
High-accuracy and Low-latency Hybrid Stochastic Computing for Artificial Neural Network. ISOCC (2021)
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)
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)
Kun-Chih Jimmy Chen, Yuan-Hao Liao
Adaptive Machine Learning-Based Temperature Prediction Scheme for Thermal-Aware NoC System. ISCAS (2020)
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 (2020)
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 (2020)
Kun-Chih Jimmy Chen, Zi-Jie Gao
Integrated Group-based Valuable Sensor Selection Approach for Remaining Machinery Life Estimation in the Future Industry 4.0 Era. VLSI-DAT (2020)
Kun-Chih Jimmy Chen, Jing-Wen Liang
A Two-stage Training Mechanism for the CNN with Trainable Activation Function. ISOCC (2020)
Kun-Chih Jimmy Chen, Ting-Yi George Wang, Yueh-Chi Andrew Yang
Cycle-Accurate NoC-based Convolutional Neural Network Simulator. COINS (2019)
Kun-Chih Jimmy Chen, Masoumeh Ebrahimi, Ting-Yi Wang, Yuch-Chi Yang
NoC-based DNN accelerator: a future design paradigm. NOCS (2019)
Kun-Chih Jimmy Chen, Yuan-Hou Liao
Online Machine Learning-based Temperature Prediction for Thermal-aware NoC System. ISOCC (2019)
Kun-Chih Jimmy Chen, Po-Chen Chien
A fast ECG diagnosis by using spectral artificial neural network (SANN) approach. VLSI-DAT (2018)
Kun-Chih Jimmy Chen, Ting-Yi Wang
NN-Noxim: High-Level Cycle-Accurate NoC-based Neural Networks Simulator. NoCArc@MICRO (2018)
Kun-Chih Jimmy Chen, Po-Chen Chien
A fast ECG diagnosis using frequency-based compressive neural network. GCCE (2017)
Kun-Chih Jimmy Chen
Game-based Congestion-aware Adaptive Routing (GCAR) for Proactive Thermal-aware 3D Network-on-Chip Systems. NoCArc@MICRO (2017)
An-Yeu Andy Wu, Kun-Chih Jimmy Chen, Chih-Hao Chao
Thermal/Traffic Mutual-Coupling Co-simulation Platform for 3D Network-on-Chip (NoC) Designs. NoCArc@MICRO (2017)
Yu-Yin Chen, En-Jui Chang, Hsien-Kai Hsin, Kun-Chih Jimmy Chen, An-Yeu Andy Wu
Path-Diversity-Aware Fault-Tolerant Routing Algorithm for Network-on-Chip Systems. IEEE Trans. Parallel Distributed Syst. 28 (3) (2017)
Kun-Chih Jimmy Chen, Yen-Po Lin, Kai-Yu Chiang, Yu-Hsien Chen
Correlation-graph-based temperature sensor allocation for thermal-aware network-on-chip systems. APCCAS (2016)
Kun-Chih Jimmy Chen, Yu-Shu Ni, Jhao-Yi Wang
Electrocardiogram diagnosis using wavelet-based artificial neural network. GCCE (2016)
Kun-Chih Jimmy Chen, Wei-Hsun Lin, Wei-Sheng Sheh
Correlation-based temperature sensor allocation for thermal-aware mesh-based MPSoCs. ICCE-TW (2016)