Kun-Chih Chen

According to our database, Kun-Chih Chen authored at least 73 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enhancing Learning in Fine-Tuned Transfer Learning for Rotating Machinery via Negative Transfer Mitigation.

Pavan Kumar MP, Zhe-Xiang Tu, Hsu-Chi Chen, Kun-Chih Chen

IEEE Trans. Instrum. Meas., 2024

Mitigating Negative Transfer Learning in Source Free-Unsupervised Domain Adaptation for Rotating Machinery Fault Diagnosis.

Pavan Kumar MP, Zhe-Xiang Tu, Hsu-Chi Chen, Kun-Chih Chen

IEEE Trans. Instrum. Meas., 2024

MCLB: Dynamic Load Balancing and Implications on GPU Memory Controllers.

Vahid Geraeinejad, Kun-Chih Jimmy Chen, Zhonghai Lu, Masoumeh Ebrahimi

Proceedings of the 37th IEEE International System-on-Chip Conference, 2024

Ultra-NoC: Unified Low-Transmission Routing Assisted NoC for High-flexible DNN Accelerator.

Kun-Chih Jimmy Chen, Hao-Hsiang Peng, Pin-Ching Shen

Proceedings of the 37th IEEE International System-on-Chip Conference, 2024

Neural Network Acceleration Using Digit-Plane Computation with Early Termination.

Shen-Fu Hsiao, Hou-Chun Kuo, Yu Kuo, Kun-Chih Chen

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Hardware Accelerator for MobileViT Vision Transformer with Reconfigurable Computation.

Shen-Fu Hsiao, Tzu-Hsien Chao, Yen-Che Yuan, Kun-Chih Chen

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Q-learning Assisted LASSO-based Thermal Sensor Placement for Thermal-aware Multi-core Systems.

Kun-Chih Jimmy Chen, Leiqi Wang

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

High Reliable and Accurate Stochastic Computing-based Artificial Neural Network Architecture Design.

Kun-Chih Jimmy Chen, Wei-Ren Syu

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Fine-Tuned Based Transfer Learning with Temporal Attention and Physics-Informed Loss for Bearing RUL Prediction.

Pavan Kumar MP, Zhe-Xiang Tu, Kun-Chih Jimmy Chen

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

2023

Adaptive Machine Learning-Based Proactive Thermal Management for NoC Systems.

Kun-Chih Chen, Yuan-Hao Liao, Cheng-Ting Chen, Leiqi Wang

IEEE Trans. Very Large Scale Integr. Syst., August, 2023

Time Series-Based Sensor Selection and Lightweight Neural Architecture Search for RUL Estimation in Future Industry 4.0.

Pavan Kumar MP, Zi-Jie Gao, Kun-Chih Chen

IEEE J. Emerg. Sel. Topics Circuits Syst., June, 2023

NN-based Bearing Fault Diagnosis Using Exponential Power Entropy and a Decision Threshold.

Pavan Kumar MP, Kun-Chih Jimmy Chen

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023

Mitigate the Negative TL using Adaptive Thresholding for Fault Diagnosis.

Pavan Kumar MP, Kun-Chih Jimmy Chen

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023

Welcome Message from the Chairs.

Farshad Firouzi, Krishnendu Chakrabarty, Naghmeh Karimi, Bahareh J. Farahani, Diana Goehringer, Aurora Gil de Castro, Marc Reichenbach, Kun-Chih Chen

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023

2022

Thermal Sensor Placement for Multicore Systems Based on Low-Complex Compressive Sensing Theory.

Kun-Chih Chen, Hsueh-Wen Tang, Chi-Hsun Wu, Chia-Hsin Chen

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Chapter Five - Routing algorithm design for power- and temperature-aware NoCs.

Kun-Chih Jimmy Chen, Masoumeh Ebrahimi

Adv. Comput., 2022

Composite Fault Diagnosis of Rotating Machinery With Collaborative Learning.

M. P. Pavan Kumar, Cheng-Jyun Tang, Kun-Chih Jimmy Chen

Proceedings of the 2022 International Symposium on VLSI Design, Automation and Test, 2022

Entropy-based Thermal Sensor Allocation for Temperature-aware Multi-core Platforms.

Kun-Chih Jimmy Chen, Chia-Hsin Chen

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Hybrid Binary-Stochastic Computing-based ANN Design with Binary-in-Series-out ReLU.

Kun-Chih Jimmy Chen, Cheng-Ting Chen

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021

A Hierarchical K-Means-Assisted Scenario-Aware Reconfigurable Convolutional Neural Network.

Kun-Chih Chen, Ya-Wei Huang, Geng-Ming Liu, Jing-Wen Liang, Yueh-Chi Yang, Yuan-Hao Liao

IEEE Trans. Very Large Scale Integr. Syst., 2021

A Fast ECG Diagnosis by Using Non-Uniform Spectral Analysis and the Artificial Neural Network.

Kun-Chih Jimmy Chen, Po-Chen Chien, Zi-Jie Gao, Chi-Hsun Wu

ACM Trans. Comput. Heal., 2021

A Lego-Based Neural Network Design Methodology With Flexible NoC.

Kun-Chih Chen, Cheng-Kang Tsai, Yi-Sheng Liao, Han-Bo Xu, Masoumeh Ebrahimi

IEEE J. Emerg. Sel. Topics Circuits Syst., 2021

Dynamic Mapping Mechanism to Compute DNN Models on a Resource-limited NoC Platform.

Kun-Chih Jimmy Chen, Chun-Chuan Wang, Cheng-Kang Tsai, Jing-Wen Liang

Proceedings of the International Symposium on VLSI Design, Automation and Test, 2021

Embedded Bearing Fault Detection Platform Design for the Drivetrain System in the Future Industry 4.0 Era.

Kun-Chih Jimmy Chen, Jing-Wen Liang, Yueh-Chi Yang, Hsiang-Ling Tai, Jo-Chiao Ku, Jui-Cheng Wang

Proceedings of the International Symposium on VLSI Design, Automation and Test, 2021

A Convolutional Neural Network on Chip Design Methodology for CNN Hardware Implementation.

Kun-Chih Jimmy Chen, Yi-Sheng Liao, Cheng-Kang Tsai

Proceedings of the 34th IEEE International System-on-Chip Conference, 2021

An Arbitrary Kernel-size Applicable NoC-based DNN Processor Design with Hybrid Data Reuse.

Kun-Chih Jimmy Chen, Yueh-Chi Yang, Yi-Sheng Liao

Proceedings of the 64th IEEE International Midwest Symposium on Circuits and Systems, 2021

High-accuracy and Low-latency Hybrid Stochastic Computing for Artificial Neural Network.

Kun-Chih Jimmy Chen, Cheng-Ting Chen

Proceedings of the 18th International SoC Design Conference, 2021

High-Accurate Stochastic Computing for Artificial Neural Network by Using Extended Stochastic Logic.

Kun-Chih Chen, Chi-Hsun Wu

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

A Unipolar-based Stochastic LIF Neuron Design for Low-cost Spiking Neural Network.

Kun-Chih Jimmy Chen, Tze-Ling Kuo

Proceedings of the 2021 IEEE International Conference on Omni-Layer Intelligent Systems, 2021

2020

A NoC-based simulator for design and evaluation of deep neural networks.

Kun-Chih Jimmy Chen, Masoumeh Ebrahimi, Ting-Yi Wang, Yuch-Chi Yang, Yuan-Hao Liao

Microprocess. Microsystems, 2020

Special issue on energy-efficient many-core embedded systems and architectures (SI: NoCArc18).

Maurizio Palesi, Kun-Chih Jimmy Chen, Midia Reshadi

J. Syst. Archit., 2020

An Overview of Efficient Interconnection Networks for Deep Neural Network Accelerators.

Seyed Morteza Nabavinejad, Mohammad Baharloo, Kun-Chih Chen, Maurizio Palesi, Tim Kogel, Masoumeh Ebrahimi

IEEE J. Emerg. Sel. Topics Circuits Syst., 2020

Design of a Sparsity-Aware Reconfigurable Deep Learning Accelerator Supporting Various Types of Operations.

Shen-Fu Hsiao, Kun-Chih Chen, Chih-Chien Lin, Hsuan-Jui Chang, Bo-Ching Tsai

IEEE J. Emerg. Sel. Topics Circuits Syst., 2020

Guest Editorial: Communication-Aware Designs and Methodologies for Reliable and Adaptable On-Chip AI SubSystems and Accelerators.

Kun-Chih Chen, Masoumeh Ebrahimi, Maurizio Palesi, Tim Kogel

IEEE J. Emerg. Sel. Topics Circuits Syst., 2020

Integrated Group-based Valuable Sensor Selection Approach for Remaining Machinery Life Estimation in the Future Industry 4.0 Era.

Kun-Chih Jimmy Chen, Zi-Jie Gao

Proceedings of the 2020 International Symposium on VLSI Design, Automation and Test, 2020

A Two-stage Training Mechanism for the CNN with Trainable Activation Function.

Kun-Chih Jimmy Chen, Jing-Wen Liang

Proceedings of the International SoC Design Conference, 2020

Adaptive Machine Learning-Based Temperature Prediction Scheme for Thermal-Aware NoC System.

Kun-Chih Jimmy Chen, Yuan-Hao Liao

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

2019

NoC-based DNN accelerator: a future design paradigm.

Kun-Chih Jimmy Chen, Masoumeh Ebrahimi, Ting-Yi Wang, Yuch-Chi Yang

Proceedings of the 13th IEEE/ACM International Symposium on Networks-on-Chip, 2019

A Low-Complex Compressive Sensing Based Thermal Sensor Placement for Multicore Systems.

Kun-Chih Chen, Hsueh-Wen Tang

Proceedings of the 17th IEEE International New Circuits and Systems Conference, 2019

Online Machine Learning-based Temperature Prediction for Thermal-aware NoC System.

Kun-Chih Jimmy Chen, Yuan-Hou Liao

Proceedings of the 2019 International SoC Design Conference, 2019

Dual-Precision Acceleration of Convolutional Neural Network Computation with Mixed Input and Output Data Reuse.

Shen-Fu Hsiao, Pei-Hsuan Wu, Jien-Min Chen, Kun-Chih Chen

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Cycle-Accurate NoC-based Convolutional Neural Network Simulator.

Kun-Chih Jimmy Chen, Ting-Yi George Wang, Yueh-Chi Andrew Yang

Proceedings of the International Conference on Omni-Layer Intelligent Systems, 2019

2018

Game-Based Thermal-Delay-Aware Adaptive Routing (GTDAR) for Temperature-Aware 3D Network-on-Chip Systems.

Kun-Chih Chen

IEEE Trans. Parallel Distributed Syst., 2018

A fast ECG diagnosis by using spectral artificial neural network (SANN) approach.

Kun-Chih Jimmy Chen, Po-Chen Chien

Proceedings of the 2018 International Symposium on VLSI Design, 2018

NN-Noxim: High-Level Cycle-Accurate NoC-based Neural Networks Simulator.

Kun-Chih Jimmy Chen, Ting-Yi Wang

Proceedings of the 11th International Workshop on Network on Chip Architectures, 2018

Optimization of Lookup Table Size in Table-Bound Design of Function Computation.

Shen-Fu Hsiao, Kun-Chih Chen, Yi-Hau Chen

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2017

Path-Diversity-Aware Fault-Tolerant Routing Algorithm for Network-on-Chip Systems.

Yu-Yin Chen, En-Jui Chang, Hsien-Kai Hsin, Kun-Chih Jimmy Chen, An-Yeu Andy Wu

IEEE Trans. Parallel Distributed Syst., 2017

Thermal sensor allocation and full-system temperature characterization for thermal-aware mesh-based NoC system by using compressive sensing technique.

Kun-Chih Chen, Yu-Hsien Chen, Yen-Po Lin

Proceedings of the 2017 International Symposium on VLSI Design, Automation and Test, 2017

Thermal/Traffic Mutual-Coupling Co-simulation Platform for 3D Network-on-Chip (NoC) Designs.

An-Yeu Andy Wu, Kun-Chih Jimmy Chen, Chih-Hao Chao

Proceedings of the 10th International Workshop on Network on Chip Architectures, 2017

Game-based Congestion-aware Adaptive Routing (GCAR) for Proactive Thermal-aware 3D Network-on-Chip Systems.

Kun-Chih Jimmy Chen

Proceedings of the 10th International Workshop on Network on Chip Architectures, 2017

Analyzing OpenCL 2.0 workloads using a heterogeneous CPU-GPU simulator.

Li Wang, Ren-Wei Tsai, Shao-Chung Wang, Kun-Chih Chen, Po-Han Wang, Hsiang-Yun Cheng, Yi-Chung Lee, Sheng-Jie Shu, Chun-Chieh Yang, Min-Yih Hsu, Li-Chen Kan, Chao-Lin Lee, Tzu-Chieh Yu, Rih-Ding Peng, Chia-Lin Yang, Yuan-Shin Hwang, Jenq Kuen Lee, Shiao-Li Tsao, Ming Ouhyoung

Proceedings of the 2017 IEEE International Symposium on Performance Analysis of Systems and Software, 2017

A fast ECG diagnosis using frequency-based compressive neural network.

Kun-Chih Jimmy Chen, Po-Chen Chien

Proceedings of the IEEE 6th Global Conference on Consumer Electronics, 2017

Enabling fast preemption via Dual-Kernel support on GPUs.

Li-Wei Shieh, Kun-Chih Chen, Hsueh-Chun Fu, Po-Han Wang, Chia-Lin Yang

Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017

2016

External tracking of an instrument by electric fields in minimally invasive surgery.

Kuo-Ching Hsiao, Cing-Cin Ciou, Ching-Hua Cheng, Kun-Chih Chen, Don-Gey Liu

Proceedings of the IEEE International Conference on Consumer Electronics-Taiwan, 2016

Correlation-based temperature sensor allocation for thermal-aware mesh-based MPSoCs.

Kun-Chih Jimmy Chen, Wei-Hsun Lin, Wei-Sheng Sheh

Proceedings of the IEEE International Conference on Consumer Electronics-Taiwan, 2016

Electrocardiogram diagnosis using wavelet-based artificial neural network.

Kun-Chih Jimmy Chen, Yu-Shu Ni, Jhao-Yi Wang

Proceedings of the IEEE 5th Global Conference on Consumer Electronics, 2016

Correlation-graph-based temperature sensor allocation for thermal-aware network-on-chip systems.

Kun-Chih Jimmy Chen, Yen-Po Lin, Kai-Yu Chiang, Yu-Hsien Chen

Proceedings of the 2016 IEEE Asia Pacific Conference on Circuits and Systems, 2016

2015

RC-Based Temperature Prediction Scheme for Proactive Dynamic Thermal Management in Throttle-Based 3D NoCs.

Kun-Chih Chen, En-Jui Chang, Huai-Ting Li, An-Yeu Andy Wu

IEEE Trans. Parallel Distributed Syst., 2015

An algorithmic error-resilient scheme for robust LDPC decoding.

Huai-Ting Li, Ding-Yuan Lee, Kun-Chih Chen, An-Yeu Andy Wu

Proceedings of the VLSI Design, Automation and Test, 2015

2014

Thermal-aware Dynamic Buffer Allocation for Proactive routing algorithm on 3D Network-on-Chip systems.

Yuan-Sheng Lee, Hsien-Kai Hsin, Kun-Chih Chen, En-Jui Chang, An-Yeu Andy Wu

Proceedings of the Technical Papers of 2014 International Symposium on VLSI Design, 2014

LMS-based adaptive temperature prediction scheme for proactive thermal-aware three-dimensional Network-on-Chip systems.

Kun-Chih Chen, Huai-Ting Li, An-Yeu Andy Wu

Proceedings of the Technical Papers of 2014 International Symposium on VLSI Design, 2014

2013

Routing-Based Traffic Migration and Buffer Allocation Schemes for 3-D Network-on-Chip Systems With Thermal Limit.

Chih-Hao Chao, Kun-Chih Chen, An-Yeu Wu

IEEE Trans. Very Large Scale Integr. Syst., 2013

Topology-Aware Adaptive Routing for Nonstationary Irregular Mesh in Throttled 3D NoC Systems.

Kun-Chih Chen, Shu-Yen Lin, Hui-Shun Hung, An-Yeu Andy Wu

IEEE Trans. Parallel Distributed Syst., 2013

Transport-layer-assisted routing for runtime thermal management of 3D NoC systems.

Chih-Hao Chao, Kun-Chih Chen, Tsu-Chu Yin, Shu-Yen Lin, An-Yeu Wu

ACM Trans. Embed. Comput. Syst., 2013

Design of thermal management unit with vertical throttling scheme for proactive thermal-aware 3D NoC systems.

Kun-Chih Chen, Shu-Yen Lin, An-Yeu Wu

Proceedings of the 2013 International Symposium on VLSI Design, Automation, and Test, 2013

Proactive Thermal-Budget-Based Beltway Routing algorithm for thermal-aware 3D NoC systems.

Che-Chuan Kuo, Kun-Chih Chen, En-Jui Chang, An-Yeu Wu

Proceedings of the 2013 International Symposium on System on Chip, 2013

Traffic- and Thermal-aware Adaptive Beltway Routing for three dimensional Network-on-Chip systems.

Kun-Chih Chen, Che-Chuan Kuo, Hui-Shun Hung, An-Yeu Andy Wu

Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

2012

Transport-layer assisted vertical traffic balanced routing for thermal-aware three-dimensional Network-on-Chip systems.

Kun-Chih Chen, Chih-Hao Chao, Shu-Yen Lin, Hui-Shun Hung, An-Yeu Wu

Proceedings of Technical Program of 2012 VLSI Design, Automation and Test, 2012

Traffic-Balanced Topology-Aware Multiple Routing Adjustment for Throttled 3D NOC Systems.

Kun-Chih Chen, Shu-Yen Lin, Hui-Shun Hung, An-Yeu Wu

Proceedings of the 2012 IEEE Workshop on Signal Processing Systems, 2012

2011

A scalable built-in self-recovery (BISR) VLSI architecture and design methodology for 2D-mesh based on-chip networks.

Kun-Chih Chen, Shu-Yen Lin, Wen-Chung Shen, An-Yeu Wu

Des. Autom. Embed. Syst., 2011

2010

Design of table-based function evaluators with reduced memory size Using a bottom-up non-uniform segmentation method.

Shen-Fu Hsiao, Chia-Sheng Wen, Kun-Chih Chen

Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2010

2009

Construction of a Real-Time and Secure Mobile Ticket System.

Chin-Ling Chen, Yeong-Lin Lai, Chih-Cheng Chen, Kun-Chih Chen

J. Inf. Sci. Eng., 2009

2008

Efficient pre-clipping and clipping algorithms for 3D graphics geometry computation.

Shen-Fu Hsiao, Yuan-Nan Chang, Tze-Ching Tien, Kun-Chih Chen

Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008