Cheng-Yang Chang

According to our database, Cheng-Yang Chang authored at least 23 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

BFP-CIM: Runtime Energy-Accuracy Scalable Computing-in-Memory-Based DNN Accelerator Using Dynamic Block-Floating-Point Arithmetic.

Cheng-Yang Chang, Chi-Tse Huang, Yu-Chuan Chuang, Kuang-Chao Chou, An-Yeu Wu

IEEE Trans. Circuits Syst. I Regul. Pap., May, 2024

A 40nm 24.6TOPS/W Scalable EfficientDet Processor for Object Detection.

Yu-Chuan Chuang, Ming-Guang Lin, Chi-Tse Huang, Chieh-Fang Teng, Cheng-Yang Chang, Yi-Ta Chen, An-Yeu Andy Wu

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

BORE: Energy-Efficient Banded Vector Similarity Search with Optimized Range Encoding for Memory-Augmented Neural Network.

Chi-Tse Huang, Cheng-Yang Chang, Hsiang-Yun Cheng, An-Yeu Wu

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

BFP-CIM: Data-Free Quantization with Dynamic Block-Floating-Point Arithmetic for Energy-Efficient Computing-In-Memory-based Accelerator.

Cheng-Yang Chang, Chi-Tse Huang, Yu-Chuan Chuang, Kuang-Chao Chou, An-Yeu Andy Wu

Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

Approximate Adder Tree Design with Sparsity-Aware Encoding and In-Memory Swapping for SRAM-based Digital Compute-In-Memory Macros.

Ming-Guang Lin, Jiing-Ping Wang, Cheng-Yang Chang, An-Yeu Andy Wu

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

2023

Dynamic-HDC: A Two-Stage Dynamic Inference Framework for Brain-Inspired Hyperdimensional Computing.

Yu-Chuan Chuang, Cheng-Yang Chang, An-Yeu Wu

IEEE J. Emerg. Sel. Topics Circuits Syst., December, 2023

Joint Optimization of Dimension Reduction and Mixed-Precision Quantization for Activation Compression of Neural Networks.

Yu-Shan Tai, Cheng-Yang Chang, Chieh-Fang Teng, Yi-Ta Chen, An-Yeu Wu

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2023

Recent Progress and Development of Hyperdimensional Computing (HDC) for Edge Intelligence.

Cheng-Yang Chang, Yu-Chuan Chuang, Chi-Tse Huang, An-Yeu Wu

IEEE J. Emerg. Sel. Topics Circuits Syst., March, 2023

E-UPQ: Energy-Aware Unified Pruning-Quantization Framework for CIM Architecture.

Cheng-Yang Chang, Kuang-Chao Chou, Yu-Chuan Chuang, An-Yeu Wu

IEEE J. Emerg. Sel. Topics Circuits Syst., March, 2023

DE-C3: Dynamic Energy-Aware Compression for Computing-In-Memory-Based Convolutional Neural Network Acceleration.

Guan-Wei Wu, Cheng-Yang Chang, An-Yeu Andy Wu

Proceedings of the 36th IEEE International System-on-Chip Conference, 2023

H-RIS: Hybrid Computing-in-Memory Architecture Exploring Repetitive Input Sharing.

Yu-Chen Chen, Cheng-Yang Chang, An-Yeu Wu

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

BWA-NIMC: Budget-based Workload Allocation for Hybrid Near/In-Memory-Computing.

Chi-Tse Huang, Cheng-Yang Chang, Yu-Chuan Chuang, An-Yeu Andy Wu

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

Learnable Mixed-precision and Dimension Reduction Co-design for Low-storage Activation.

Yu-Shan Tai, Cheng-Yang Chang, Chieh-Fang Teng, An-Yeu Andy Wu

Proceedings of the IEEE Workshop on Signal Processing Systems, 2022

Compression-Aware Projection with Greedy Dimension Reduction for Convolutional Neural Network Activations.

Yu-Shan Tai, Chieh-Fang Teng, Cheng-Yang Chang, An-Yeu Andy Wu

Proceedings of the IEEE International Conference on Acoustics, 2022

T-EAP: Trainable Energy-Aware Pruning for NVM-based Computing-in-Memory Architecture.

Cheng-Yang Chang, Yu-Chuan Chuang, Kuang-Chao Chou, An-Yeu Wu

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021

MulTa-HDC: A Multi-Task Learning Framework For Hyperdimensional Computing.

Cheng-Yang Chang, Yu-Chuan Chuang, En-Jui Chang, An-Yeu Andy Wu

IEEE Trans. Computers, 2021

Intelligent Traffic Control System by Using Image Information.

Zong-Ming Lin, Cheng-Yang Chang, Chin-Yu Hu, Yung-Yuan Chen

CoRR, 2021

PQ-HDC: Projection-Based Quantization Scheme for Flexible and Efficient Hyperdimensional Computing.

Chi-Tse Huang, Cheng-Yang Chang, Yu-Chuan Chuang, An-Yeu Andy Wu

Proceedings of the Artificial Intelligence Applications and Innovations, 2021

Hyperdimensional Computing with Learnable Projection for User Adaptation Framework.

Yu-Ren Hsiao, Yu-Chuan Chuang, Cheng-Yang Chang, An-Yeu Andy Wu

Proceedings of the Artificial Intelligence Applications and Innovations, 2021

2020

Dynamic Hyperdimensional Computing for Improving Accuracy-Energy Efficiency Trade-Offs.

Yu-Chuan Chuang, Cheng-Yang Chang, An-Yeu Andy Wu

Proceedings of the IEEE Workshop on Signal Processing Systems, 2020

IP-HDC: Information-Preserved Hyperdimensional Computing for Multi-Task Learning.

Cheng-Yang Chang, Yu-Chuan Chuang, An-Yeu Andy Wu

Proceedings of the IEEE Workshop on Signal Processing Systems, 2020

Task-Projected Hyperdimensional Computing for Multi-task Learning.

Cheng-Yang Chang, Yu-Chuan Chuang, An-Yeu Andy Wu

Proceedings of the Artificial Intelligence Applications and Innovations, 2020

2017

Design, Fabrication, and Modeling of a Novel Dual-Axis Control Input PZT Gyroscope.

Cheng-Yang Chang, Tsung-Lin Chen

Sensors, 2017