Yi-Ta Chen

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Anomaly Detection

Feedforward Neural Networks

Feature Selection

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Yu-Chuan Chuang, Ming-Guang Lin, Chi-Tse Huang, Chieh-Fang Teng, Cheng-Yang Chang, Yi-Ta Chen, An-Yeu Andy Wu
A 40nm 24.6TOPS/W Scalable EfficientDet Processor for Object Detection. ISCAS (2024)
Yu-Shan Tai, Cheng-Yang Chang, Chieh-Fang Teng, Yi-Ta Chen, An-Yeu Wu
Joint Optimization of Dimension Reduction and Mixed-Precision Quantization for Activation Compression of Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Yi-Ta Chen, Yu-Chuan Chuang, Li-Sheng Chang, An-Yeu Wu
S-QRD-ELM: Scalable QR-Decomposition-Based Extreme Learning Machine Engine Supporting Online Class-Incremental Learning for ECG-Based User Identification. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (6) (2023)
Ming-Guang Lin, Chi-Tse Huang, Yu-Chuan Chuang, Yi-Ta Chen, Ying-Tuan Hsu, Yu-Kai Chen, Jyun-Jhe Chou, Tsung-Te Liu, Chi-Sheng Shih, An-Yeu Wu
D-NAT: Data-Driven Non-Ideality Aware Training Framework for Fabricated Computing-In-Memory Macros. IEEE J. Emerg. Sel. Topics Circuits Syst. 12 (2) (2022)
Yi-Ta Chen, Hsing-Hao Lee, Ching-Yen Shih, Zih-Ling Chen, Win-Ken Beh, Su-Ling Yeh, An-Yeu Wu
An Effective Entropy-Assisted Mind-Wandering Detection System Using EEG Signals of MM-SART Database. IEEE J. Biomed. Health Informatics 26 (8) (2022)
Yu-Chuan Chuang, Yi-Ta Chen, Huai-Ting Li, An-Yeu Andy Wu
An Arbitrarily Reconfigurable Extreme Learning Machine Inference Engine for Robust ECG Anomaly Detection. IEEE Open J. Circuits Syst. 2 (2021)
Yu-Shan Tai, Yi-Ta Chen, An-Yeu Andy Wu
Scalable NPairLoss-Based Deep-ECG for ECG Verification. AIAI (2021)
Sheng Chang, Yi-Ta Chen, An-Yeu Andy Wu
Efficient Mind-wandering Detection System with GSR Signals on MM-SART Database. SiPS (2021)
Cheng-Lin Lee, Yi-Ta Chen, An-Yeu Wu
A Scalable Extreme Learning Machine (S-ELM) for Class-Incremental ECG-Based User Identification. ISCAS (2021)
Yi-Ta Chen, Yu-Chuan Chuang, An-Yeu Andy Wu
Online Extreme Learning Machine Design for the Application of Federated Learning. AICAS (2020)
Huai-Ting Li, Ching-Yao Chou, Yi-Ta Chen, Sheng-Hui Wang, An-Yeu Wu
Robust and Lightweight Ensemble Extreme Learning Machine Engine Based on Eigenspace Domain for Compressed Learning. IEEE Trans. Circuits Syst. I Regul. Pap. (12) (2019)
Yi-Ta Chen, Yu-Chuan Chuang, An-Yeu Wu
AdaBoost-assisted Extreme Learning Machine for Efficient Online Sequential Classification. CoRR (2019)
Yi-Ta Chen, Yu-Chuan Chuang, An-Yeu Andy Wu
AdaBoost-assisted Extreme Learning Machine for Efficient Online Sequential Classification. SiPS (2019)
Cheng-Ping Hsieh, Yi-Ta Chen, Win-Ken Beh, An-Yeu Andy Wu
Feature Selection Framework for XGBoost Based on Electrodermal Activity in Stress Detection. SiPS (2019)
Po-Kang Liu, Win-Ken Beh, Ching-Yen Shih, Yi-Ta Chen, An-Yeu Andy Wu
Entropy and Complexity Assisted EEG-based Mental Workload Assessment System. BioCAS (2019)