PUBLICATIONS

Kun-Chih (Jimmy) Chen, Hao-Hsiang Peng, and Pin-Ching Shen, "Ultra-NoC: Unified Low-Transmission Routing Assisted NoC for High-Flexible DNN Accelerator," to be appeared in IEEE 37th International System-on-Chip Conference (SOCC), Sep. 2024.

Kun-Chih (Jimmy), Chen-Jung Lee, and Chen-Jung Lee, "Generative Adversarial Network (GAN)-based Spiking Neural Network Training Methodology to Improve Computing Accuracy," to be appeared in International SoC Design Conference (ISOCC), Sep. 2024.

Pavan Kumar Mp, Zhe-Xiang Tu, and Kun-Chih (Jimmy) Chen, "Fine-Tuned Based Transfer Learning with Temporal Attention and Physics-Informed Loss," IEEE International Conference on Artificial Intelligence Circuits and Systems (IEEE AICAS'24), Apr. 2024.

Shen-Fu Hsiao, Sin-Chen Lin, Shih-Hua Yang, Yen-Che Yuan, and Kun-Chih Chen, "Design of an Efficient Deep Neural Network Accelerator Based on Block Posit Number Representation," Int. VLSI Symp. Technology, Systems and Applications (VLSI TSA' 24), Apr. 2024.

Shen-Fu Hsiao, Hou-Chun Ko, Yu Kuo, and Kun-Chih Chen, "Neural Network Acceleration Using Digit-Plane Computation with Early Termination," IEEE International Symposium on Circuits & Systems (ISCAS'24), May 2024.

Shen-Fu Hsiao, Tzu-Hsien Chao, Yen-Che Yuan, and Kun-Chih Chen, "Hardware Accelerator for MobileViT Vision Transformer with Reconfigurable Computation," IEEE International Symposium on Circuits & Systems (ISCAS'24), May 2024.

Wei-Ren Syu and Kun-Chih (Jimmy) Chen, "High Reliable and Accurate Stochastic Computing-Based Artificial Neural Network Architecture Design," IEEE International Symposium on Circuits & Systems (ISCAS'24), May 2024.

Kun-Chih (Jimmy) Chen and Lai-Chi Wang, "Q-Learning Assisted LASSO-Based Thermal Sensor Placement for Thermal-Aware Multi-Core Systems," IEEE International Symposium on Circuits & Systems (ISCAS'24), May 2024.

Kun-Chih (Jimmy) Chen and Tsu-Ping Lin, "Enhancing SNN Performance by Using Dynamic Membrane Threshold and Inhibitory Block Division," IET International Conference on Engineering Technologies and Applications (ICETA), Oct. 2023.

Kun-Chih (Jimmy) Chen, Zhe-Xiang (Sean) Tu, and Chen-Jyun (Justin) Tang, "A Lightweight Framework for Staged Remaining Useful Life Prediction of Rotating Machinery Based on Monotonicity and Dynamic Adjustment," IET International Conference on Engineering Technologies and Applications (ICETA), Oct. 2023.

Pavan Kumar M P and Kun-Chih (Jimmy) Chen, "NN-based Bearing Fault Diagnosis Using Exponential Power Entropy and a Decision Threshold," IEEE International Conference on Omni-layer Intelligent Systems (COINS), Jul. 2023 (EI). (pdf)

Pavan Kumar M P and Kun-Chih (Jimmy) Chen, "Mitigate the Negative Transfer Learning using Adaptive Thresholding for Fault Diagnosis," IEEE International Conference on Omni-layer Intelligent Systems (COINS), Jul. 2023 (EI). (pdf)

Kun-Chih (Jimmy) Chen and Yi-Sheng Liao, “A Reconfigurable Deep Neural Network on Chip Design with Flexible Convolutional Operations,” IEEE/ACM International Workshop on Network on Chip Architectures (NoCArc), Oct. 2022 (EI). (pdf)

Kun-Chih (Jimmy) Chen and Cheng-Ting Chen, "Hybrid Binary-Stochastic Computing-based ANN Design with Binary-in-Series-out ReLU," IEEE International Conference on Artificial Intelligence Circuits and Systems, June 2022. (pdf)

Kun-Chih (Jimmy) Chen and Chia-Hsin Chen, "Entropy-Based Thermal Sensor Allocation for Temperature-Aware Multi-Core Platforms," IEEE International Symposium on Circuits & Systems (ISCAS'22), May 2022. (pdf)

Pavan Kumar MP, Cheng-Jyun Tang, and Kun-Chih (Jimmy) Chen, "Composite Fault Diagnosis of Rotating Machinery With Collaborative Learning," Int. Symp. VLSI Design, Automation, and Test (VLSI-DAT’22), Apr. 2022. (EI). (pdf)

Kun-Chih (Jimmy) Chen and Cheng-Ting Chen, “High-accuracy and Low-latency Hybrid Stochastic Computing for Artificial Neural Network,“ 18th International SoC Design Conference, Oct. 2021 (EI). (pdf)

Kun-Chih (Jimmy) Chen, Yi-Sheng Liao, and Cheng-Kang Tsai, “A Convolutional Neural Network on Chip Design Methodology for CNN Hardware Implementation,” IEEE International System-on-Chip Conference (SOCC), Sep. 2021. (EI). (pdf)

Kun-Chih (Jimmy) Chen and Tze-Ling Kuo, "A Unipolar-based Stochastic LIF Neuron Design for Low-cost Spiking Neural Network," IEEE International Conference on Omni-layer Intelligent Systems (COINS), Aug. 2021 (EI). (pdf)

Kun-Chih (Jimmy) Chen, Yueh-Chi Yang, and Yi-Sheng Liao,  “An Arbitrary Kernel-Size Applicable NoC-Based DNN Processor Design with Hybrid Data Reuse,” IEEE International Midwest Symposium on Circuits & Systems, Aug. 2021. (EI). (pdf)

Kun-Chih (Jimmy) Chen and Chi-Hsun Wu, “High-Accurate Stochastic Computing for Artificial Neural Network by Using Extended Stochastic Logic,” IEEE International Symposium on Circuits and Systems (ISCAS'21), May 2021 (EI). (pdf)

Kun-Chih (Jimmy) Chen, Jing-Wen Liang, Yueh-Chi Yang, Hsiang-Ling Tai, Jo-Chiao Ku, and Jui-Cheng Wang, “Embedded Bearing Fault Detection Platform Design for the Drivetrain System in the Future Industry 4.0 Era,” Int. Symp. VLSI Design, Automation, and Test (VLSI-DAT’21), Apr. 2021. (EI). (pdf)

(Best Paper Award Candidate) Kun-Chih (Jimmy) Chen, Chun-Chuan Wang, Cheng-Kang Tsai and Jing-Wen Liang, “Dynamic Mapping Mechanism to Compute DNNs model on Resource-limited NoC,” Int. Symp. VLSI Design, Automation, and Test (VLSI-DAT’21), Apr. 2021. (EI) (pdf)

Kun-Chih (Jimmy) Chen and Jing-Wen Liang, “A Two-stage Training Mechanism for the CNN with Trainable Activation Function,“ 17th International SoC Design Conference, Oct. 2020 (EI). (pdf)

(Best Student Paper Award) Kun-Chih (Jimmy) Chen and Yuan-Hou Liao, “Adaptive Machine Learning-Based Temperature Prediction Scheme for Thermal-Aware NoC System,“  IEEE International Symposium on Circuits and Systems (ISCAS'20), Oct. 2020 (EI). (pdf)

Kun-Chih (Jimmy) Chen and Zi-Jie Gao, “Integrated Group-based Valuable Sensor Selection Approach for Remaining Machinery Life Estimation in the Future Industry 4.0 Era,” Int. Symp. VLSI Design, Automation, and Test (VLSI-DAT’20), April 2020 (EI). (pdf)

Kun-Chih (Jimmy) Chen and Yuan-Hou Liao, “Online Machine Learning-based Temperature Prediction for Thermal-aware NoC System,“ 16th International SoC Design Conference, pp. 65-66, Oct. 2019 (EI). (pdf)

Kun-Chih (Jimmy) Chen, Masoumeh Ebrahimi, Ting-Yi Wang, and Yuch-Chi Yang, “NoC-based DNN Accelerator: A Future Design Paradigm,” 13th IEEE/ACM International Symposium on Networks-on-Chip (NOCS 2019), article 11, Oct. 2019 (EI). (pdf)

Kun-Chih (Jimmy) Chen and Hsueh-Wen Tang, “A Low-Complex Compressive Sensing Based Thermal Sensor Placement for Multicore Systems,” IEEE International New Circuits and Systems Conference (NEWCAS'19), June 2019 (EI). (pdf)

Shen-Fu Hsiao, Pei-Hsuan Wu, Jien-Min Chen, and Kun-Chih Chen, “Dual-Precision Acceleration of Convolutional Neural Network Computation with Mixed Input and Output Data Reuse,” IEEE International Symposium on Circuits and Systems (ISCAS'19), May 2019 (EI). (pdf)

Kun-Chih (Jimmy) Chen, Ting-Yi Wang, and Yueh-Chi Yang, “Cycle-Accurate NoC-based Convolutional Neural Network Simulator,” International Conference on Omni-layer Intelligent Systems (COINS), pp. 199-204, May 2019 (EI). (pdf)

Kun-Chih (Jimmy) Chen, and Chung-Hsien Chiu, “High-Resolution All-digital Temperature Sensor Design by using Single Delay Line and Novel Pulse Shrinking Technique,” IEEE  International Conference on Applied System Innovation (ICASI), April. 2019 (EI). 

Kun-Chih (Jimmy) Chen, and Ting-Yi Wang, “NN-Noxim: High-Level Cycle-Accurate NoC-based Neural Networks Simulator,”  11th International Workshop on Network on Chip Architectures (NoCArc), Oct. 2018 (EI). (pdf)

Kun-Chih (Jimmy) Chen and Ya-Wei Huang, “Scenario-aware Reconfigurable Convolutional Neural Networks (SA-RCNN) on FPGA,” Euromicro Conference on Digital System Design (EUROMICRO DSD), Aug 2018 (EI).

Shen-Fu Hsiao, Kun-Chih Chen, and Yi-Hau Chen, “Optimization of Lookup Table Size in Table-Bound Design of Function Computation,” IEEE International Symposium on Circuits and Systems (ISCAS'18), May 2018 (EI). (pdf)

Kun-Chih (Jimmy) Chen and Po-Chen Chien, “A Fast ECG Diagnosis by Using Spectral Artificial Neural Network (SANN) Approach,” Int. Symp. VLSI Design, Automation, and Test (VLSI-DAT’18), April 2018 (EI). (pdf)

Kun-Chih (Jimmy) Chen, “Game-based Congestion-aware Adaptive Routing (GCAR) for Proactive Thermal-aware 3D Network-on-Chip Systems,” 10th International Workshop on Network on Chip Architectures (NoCArc),  article 9, Oct. 2017 (EI). (pdf)

Kun-Chih (Jimmy) Chen and Po-Chen Chien, “A Fast ECG Diagnosis Using Frequency-based Compressive Neural Network,” IEEE Global Conference on Consumer Electronics (GCCE), pp. 1-2, Oct. 2017 (EI). (pdf)

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, and Ming Ouhyoung, “Analyzing OpenCL 2.0 Workloads Using a Heterogeneous CPU-GPU Simulator,” IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS’17), pp. 127-128,  April 2017 (EI). (pdf)

Ciao-Ting Chou, Yen-Po Lin, and Kun-Chih (Jimmy) Chen, “Dynamic Buffer Allocation for Thermal-aware 3D Network-on-Chip Systems,” IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), pp. 1-2, May. 2017 (EI). (pdf)

Kun-Chih (Jimmy) Chen, Yu-Hsien Chen, and Yen-Po Lin, “Thermal Sensor Allocation and Full-System Temperature Characterization for Thermal-aware Mesh-based NoC System by Using Compressive Sensing Technique,” Int. Symp. VLSI Design, Automation, and Test (VLSI-DAT’17),  pp. 1-4, April 2017 (EI). (pdf)

Li-Wei Shieh, Kun-Chih Chen, Hsueh-Chun Fu, Po-Han Wang, and Chia-Lin Yang, “Enabling Fast Preemption via Dual-Kernel Support on GPUs,” Asia and South Pacific Design Automation Conference (ASP-DAC), pp. 121-126, Japan, Jan. 2017 (EI). (pdf)

Kun-Chih (Jimmy) Chen, Yu-Shu Ni, and Jhao-Yi Wang, “Electrocardiogram Diagnosis using Wavelet-based Artificial Neural Network,” IEEE Global Conference on Consumer Electronics (GCCE), pp. 1-2, Japan, Oct. 2016 (EI). (pdf)

Kun-Chih (Jimmy) Chen, Yen-Po Lin, Kai-Yu Chiang, and Yu-Hsien Chen, “Correlation-Graph-based Temperature Sensor Allocation for Thermal-aware Network-on-Chip Systems,” IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), pp. 210-213, Korea, Oct. 2016 (EI). (pdf)

K.-C. Chen, W.-H Lin, and W.-S. Sheh, “Correlation-based Temperature Sensor Allocation for Thermal-aware Mesh-based MPSoCs,” IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), pp. 1-2, Nantou, May 2016 (EI). (pdf)

D.-G. Liu, K.-C. Hsiao, C.-C. Ciou, C.-H. Cheng, and K.-C. Chen, “External Tracking of an Instrument by Electric Fields in Minimally Invasive Surgery,” IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), pp. 1-2, Nantou, May 2016 (EI). (pdf)

(Best Paper Award) C.-R Dow, D.-B. Nguyen, P.-Y. Lai, and K.-C. Chen, “A Fleet Management System by Using MQTT and LTE Techniques,” International Joint Conference on Convergence (IJCC’16), pp.33-34, Jan. 2016 (EI).

H.-T. Li, D.-Y. Lee, K.-C. Chen, and A.-Y. Wu, “An  Algorithmic Error-Resilient Scheme for Robust LDPC Decoding,” Int. Symp. VLSI Design, Automation, and Test (VLSI-DAT’15), pp. 1-4, April 2015 (EI). (pdf)

K.-C. Chen, H.-T. Li, and A.-Y. Wu, “LMS-based Adaptive Temperature Prediction Scheme for Proactive Thermal-aware Three-Dimensional Network-on-Chip Systems,” Int. Symp. VLSI Design, Automation, and Test (VLSI-DAT’14), pp.199-202, April 2014 (EI). (pdf)

(Best Paper Award) Y.-S. Lee, H.-K. Hsin, K.-C. Chen, E.-J. Chang, A.-Y. Wu, “Thermal-aware Dynamic Buffer Allocation for Proactive Routing Algorithm on 3D Network-on-Chip Systems,” IEEE Int. Symp. VLSI Design, Automation, and Test (VLSI-DAT’14), pp.191-194, April 2014 (EI). (pdf)

C.-C. Kuo, K.-C. Chen, E.-J. Chang, and A.-Y. Wu, “ Proactive Thermal-Budget-Based Beltway Routing Algorithm for Thermal-Aware 3D NoC Systems,“ Int’l Symp. System-on-Chip, pp. 1-4, Tampere, Oct. 2013 (EI). (pdf)

K.-C. Chen, S.-Y. Lin, and A.-Y. Wu, “Design of Thermal Management Unit with Vertical Throttling Scheme for Proactive Thermal-aware 3D NoC Systems,” Int. Symp. VLSI Design, Automation, and Test (VLSI-DAT’13), pp. 118-121, April 2013 (EI). (pdf)

K.-C. Chen, C.-C. Kuo, H.-S. Hung, and A.-Y. Wu, “Traffic- and Thermal-aware Adaptive Beltway Routing for Three Dimensional Network-on-Chip Systems,” IEEE International Symposium on Circuits and Systems (ISCAS’13), pp. 1660-1663, Beijing, May 2013 ( EI). (pdf)

K.-C. Chen, S.-Y. Lin and A.-Y. Wu, “Traffic-Balanced Topology-Aware Multiple Routing Adjustment For Throttled 3D NoC Systems ,” Proc. IEEE Workshop on Signal Processing Systems (SiPS’12), pp. 120-124, Quebec, Oct. 2012 (EI). (pdf)

K.-C. Chen, C.-H. Chao, S.-Y. Lin, H.-S. Hung, and A.-Y. Wu, “Transport-layer assisted vertical traffic balanced routing for thermal-aware three-dimensional Network-on-Chip systems,” Int. Symp. VLSI Design, Automation, and Test (VLSI-DAT’12), pp. 23-25, April 2012 (EI). (pdf)

S.-F. Hsiao, C.-S. Wen, and K.-C. Chen, “Design of Table-Based Function Evaluators with Reduced Memory Size Using a Bottom-Up Non-Uniform Segmentation Method,” IEEE Asia Pacific Conference on Circuits and Systems (APCCAS’10), pp. 1079-1082, Malaysia, Nov. 2010 (EI). (pdf)

S.-F. Hsiao, Y.-N. Chang, T.-C. Tien, and K.-C. Chen, “Efficient Pre-Clipping and Clipping Algorithm for 3D Graphics Geometry Computation,” IEEE Asia Pacific Conference on Circuits and Systems (APCCAS’08), pp. 522-525, Macau, Nov. 2008 (EI). (pdf)

Kun-Chih Chen, An-Yeu Wu, Huai-Ting Li, "Thermal Prediction System and Method Thereof," ROC Patent (Publication No. TW201533563)