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Journal Articles
- 2024
[j3]Cheng-Yang Chang
, Chi-Tse Huang, Yu-Chuan Chuang, Kuang-Chao Chou, An-Yeu Wu:
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. 71(5): 2079-2092 (2024)- 2023
- [j2]Cheng-Yang Chang, Yu-Chuan Chuang, Chi-Tse Huang, An-Yeu Wu:
Recent Progress and Development of Hyperdimensional Computing (HDC) for Edge Intelligence. IEEE J. Emerg. Sel. Topics Circuits Syst. 13(1): 119-136 (2023) - 2022
- [j1]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): 381-392 (2022)
Conference and Workshop Papers
- 2024
- [c8]Cheng-Yang Chang, Chi-Tse Huang, Yu-Chuan Chuang, Kuang-Chao Chou, An-Yeu Andy Wu:
BFP-CIM: Data-Free Quantization with Dynamic Block-Floating-Point Arithmetic for Energy-Efficient Computing-In-Memory-based Accelerator. ASPDAC 2024: 545-550 - [c7]Chi-Tse Huang, Cheng-Yang Chang, Hsiang-Yun Cheng, An-Yeu Wu:
BORE: Energy-Efficient Banded Vector Similarity Search with Optimized Range Encoding for Memory-Augmented Neural Network. DATE 2024: 1-6 - [c6]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: 1-5 - 2023
- [c5]Chi-Tse Huang, An-Yeu Andy Wu:
Mitigating Non-ideality Issues of Analog Computing-In-Memory in DNN-based designs. ASICON 2023: 1-4 - [c4]Chi-Tse Huang, Cheng-Yang Chang, Yu-Chuan Chuang, An-Yeu Andy Wu:
BWA-NIMC: Budget-based Workload Allocation for Hybrid Near/In-Memory-Computing. DAC 2023: 1-6 - [c3]Yu-Cheng Wu, Chi-Tse Huang, An-Yeu Andy Wu:
DEA-NIMC: Dynamic Energy-Aware Policy for Near/In-Memory Computing Hybrid Architecture. SOCC 2023: 1-6 - 2022
- [c2]Chi-Tse Huang, Yu-Chuan Chuang, Ming-Guang Lin, An-Yeu Andy Wu:
Automated Quantization Range Mapping for DAC/ADC Non-linearity in Computing-In-Memory. ISCAS 2022: 2998-3002 - 2021
- [c1]Chi-Tse Huang, Cheng-Yang Chang, Yu-Chuan Chuang, An-Yeu Andy Wu:
PQ-HDC: Projection-Based Quantization Scheme for Flexible and Efficient Hyperdimensional Computing. AIAI 2021: 425-435
Informal and Other Publications
- 2024
- [i1]Hao-Wei Chiang, Chi-Tse Huang, Hsiang-Yun Cheng, Po-Hao Tseng, Ming-Hsiu Lee, An-Yeu Wu:
Efficient and Reliable Vector Similarity Search Using Asymmetric Encoding with NAND-Flash for Many-Class Few-Shot Learning. CoRR abs/2409.07832 (2024)
Coauthor Index
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