Cheng-Yang Chang

26 papers A* 1A 1B 1C 2Misc 3Journal 10Unranked 8
YearRankTypeTitle / Venue / Authors
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 — conf
Approximate Adder Tree Design with Sparsity-Aware Encoding and In-Memory Swapping for SRAM-based Digital Compute-In-Memory Macros.
AICAS
Ming-Guang Lin, Jiing-Ping Wang, Cheng-Yang Chang, 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
2024 A conf
BORE: Energy-Efficient Banded Vector Similarity Search with Optimized Range Encoding for Memory-Augmented Neural Network.
DATE
Chi-Tse Huang, Cheng-Yang Chang, Hsiang-Yun Cheng, An-Yeu Wu
2024 — conf
DIET-PIM: Dynamic Importance-based Early Termination for Energy-Efficient Processing-in-Memory Accelerator.
APCCAS
Cheng-Yang Chang, Chi-Tse Huang, An-Yeu Andy 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 — conf
DE-C3: Dynamic Energy-Aware Compression for Computing-In-Memory-Based Convolutional Neural Network Acceleration.
SOCC
Guan-Wei Wu, Cheng-Yang Chang, 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 C conf
H-RIS: Hybrid Computing-in-Memory Architecture Exploring Repetitive Input Sharing.
ISCAS
Yu-Chen Chen, Cheng-Yang Chang, An-Yeu Wu
2023 J jnl
Joint Optimization of Dimension Reduction and Mixed-Precision Quantization for Activation Compression of Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yu-Shan Tai, Cheng-Yang Chang, Chieh-Fang Teng, Yi-Ta Chen, 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
2022 Misc conf
Compression-Aware Projection with Greedy Dimension Reduction for Convolutional Neural Network Activations.
ICASSP
Yu-Shan Tai, Chieh-Fang Teng, Cheng-Yang Chang, An-Yeu Andy Wu
2022 — conf
Learnable Mixed-precision and Dimension Reduction Co-design for Low-storage Activation.
SiPS
Yu-Shan Tai, Cheng-Yang Chang, Chieh-Fang Teng, An-Yeu Andy Wu
2022 J jnl
Learnable Mixed-precision and Dimension Reduction Co-design for Low-storage Activation.
CoRR
Yu-Shan Tai, Cheng-Yang Chang, Chieh-Fang Teng, An-Yeu Andy 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
Compression-aware Projection with Greedy Dimension Reduction for Convolutional Neural Network Activations.
CoRR
Yu-Shan Tai, Chieh-Fang Teng, Cheng-Yang Chang, An-Yeu 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
Intelligent Traffic Control System by Using Image Information.
CoRR
Zong-Ming Lin, Cheng-Yang Chang, Chin-Yu Hu, Yung-Yuan Chen
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
Task-Projected Hyperdimensional Computing for Multi-task Learning.
AIAI (1)
Cheng-Yang Chang, Yu-Chuan Chuang, An-Yeu Andy Wu
2017 J jnl
Design, Fabrication, and Modeling of a Novel Dual-Axis Control Input PZT Gyroscope.
Sensors
Cheng-Yang Chang, Tsung-Lin Chen