Yu-Chuan Chuang

27 papers A* 1A 1B 1C 2Misc 2Journal 12Unranked 8
YearRankTypeTitle / Venue / Authors
2025 A conf
AIRCHITECT v2: Learning the Hardware Accelerator Design Space Through Unified Representations.
DATE
Jamin Seo, Akshat Ramachandran, Yu-Chuan Chuang, Anirudh Itagi, Tushar Krishna
2025 J jnl
AIRCHITECT v2: Learning the Hardware Accelerator Design Space through Unified Representations.
CoRR
Jamin Seo, Akshat Ramachandran, Yu-Chuan Chuang, Anirudh Itagi, Tushar Krishna
2024 C conf
A 40nm 24.6TOPS/W Scalable EfficientDet Processor for Object Detection.
ISCAS
Yu-Chuan Chuang, Ming-Guang Lin, Chi-Tse Huang, Chieh-Fang Teng, Cheng-Yang Chang, Yi-Ta Chen, An-Yeu Andy Wu
2024 B conf
BFP-CIM: Data-Free Quantization with Dynamic Block-Floating-Point Arithmetic for Energy-Efficient Computing-In-Memory-based Accelerator.
ASPDAC
Cheng-Yang Chang, Chi-Tse Huang, Yu-Chuan Chuang, Kuang-Chao Chou, An-Yeu Andy Wu
2024 J jnl
BFP-CIM: Runtime Energy-Accuracy Scalable Computing-in-Memory-Based DNN Accelerator Using Dynamic Block-Floating-Point Arithmetic.
IEEE Trans. Circuits Syst. I Regul. Pap.
Cheng-Yang Chang, Chi-Tse Huang, Yu-Chuan Chuang, Kuang-Chao Chou, An-Yeu Wu
2023 A* conf
BWA-NIMC: Budget-based Workload Allocation for Hybrid Near/In-Memory-Computing.
DAC
Chi-Tse Huang, Cheng-Yang Chang, Yu-Chuan Chuang, An-Yeu Andy Wu
2023 J jnl
Dynamic-HDC: A Two-Stage Dynamic Inference Framework for Brain-Inspired Hyperdimensional Computing.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Yu-Chuan Chuang, Cheng-Yang Chang, An-Yeu Wu
2023 J jnl
E-UPQ: Energy-Aware Unified Pruning-Quantization Framework for CIM Architecture.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Cheng-Yang Chang, Kuang-Chao Chou, Yu-Chuan Chuang, An-Yeu Wu
2023 J jnl
Recent Progress and Development of Hyperdimensional Computing (HDC) for Edge Intelligence.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Cheng-Yang Chang, Yu-Chuan Chuang, Chi-Tse Huang, An-Yeu Wu
2023 J jnl
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.
Yi-Ta Chen, Yu-Chuan Chuang, Li-Sheng Chang, An-Yeu Wu
2022 C conf
Automated Quantization Range Mapping for DAC/ADC Non-linearity in Computing-In-Memory.
ISCAS
Chi-Tse Huang, Yu-Chuan Chuang, Ming-Guang Lin, An-Yeu Andy Wu
2022 — conf
C3-SL: Circular Convolution-Based Batch-Wise Compression for Communication-Efficient Split Learning.
MLSP
Cheng-Yen Hsieh, Yu-Chuan Chuang, An-Yeu Wu
2022 J jnl
C3-SL: Circular Convolution-Based Batch-Wise Compression for Communication-Efficient Split Learning.
CoRR
Cheng-Yen Hsieh, Yu-Chuan Chuang, An-Yeu Wu
2022 J jnl
D-NAT: Data-Driven Non-Ideality Aware Training Framework for Fabricated Computing-In-Memory Macros.
IEEE J. Emerg. Sel. Topics Circuits Syst.
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
2022 — conf
T-EAP: Trainable Energy-Aware Pruning for NVM-based Computing-in-Memory Architecture.
AICAS
Cheng-Yang Chang, Yu-Chuan Chuang, Kuang-Chao Chou, An-Yeu Wu
2021 J jnl
An Arbitrarily Reconfigurable Extreme Learning Machine Inference Engine for Robust ECG Anomaly Detection.
IEEE Open J. Circuits Syst.
Yu-Chuan Chuang, Yi-Ta Chen, Huai-Ting Li, An-Yeu Andy Wu
2021 — conf
FL-HDC: Hyperdimensional Computing Design for the Application of Federated Learning.
AICAS
Cheng-Yen Hsieh, Yu-Chuan Chuang, An-Yeu Andy Wu
2021 Misc conf
Hyperdimensional Computing with Learnable Projection for User Adaptation Framework.
AIAI
Yu-Ren Hsiao, Yu-Chuan Chuang, Cheng-Yang Chang, An-Yeu Andy Wu
2021 J jnl
MulTa-HDC: A Multi-Task Learning Framework For Hyperdimensional Computing.
IEEE Trans. Computers
Cheng-Yang Chang, Yu-Chuan Chuang, En-Jui Chang, An-Yeu Andy Wu
2021 Misc conf
PQ-HDC: Projection-Based Quantization Scheme for Flexible and Efficient Hyperdimensional Computing.
AIAI
Chi-Tse Huang, Cheng-Yang Chang, Yu-Chuan Chuang, An-Yeu Andy Wu
2020 — conf
Dynamic Hyperdimensional Computing for Improving Accuracy-Energy Efficiency Trade-Offs.
SiPS
Yu-Chuan Chuang, Cheng-Yang Chang, An-Yeu Andy Wu
2020 — conf
IP-HDC: Information-Preserved Hyperdimensional Computing for Multi-Task Learning.
SiPS
Cheng-Yang Chang, Yu-Chuan Chuang, An-Yeu Andy Wu
2020 — conf
Online Extreme Learning Machine Design for the Application of Federated Learning.
AICAS
Yi-Ta Chen, Yu-Chuan Chuang, An-Yeu Andy Wu
2020 — conf
Task-Projected Hyperdimensional Computing for Multi-task Learning.
AIAI (1)
Cheng-Yang Chang, Yu-Chuan Chuang, An-Yeu Andy Wu
2019 — conf
AdaBoost-assisted Extreme Learning Machine for Efficient Online Sequential Classification.
SiPS
Yi-Ta Chen, Yu-Chuan Chuang, An-Yeu Andy Wu
2019 J jnl
AdaBoost-assisted Extreme Learning Machine for Efficient Online Sequential Classification.
CoRR
Yi-Ta Chen, Yu-Chuan Chuang, An-Yeu Wu
2018 J jnl
Entropy-Assisted Multi-Modal Emotion Recognition Framework Based on Physiological Signals.
CoRR
Kuan Tung, Po-Kang Liu, Yu-Chuan Chuang, Sheng-Hui Wang, An-Yeu Wu