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Yu-Chuan (Frank) Chuang
Yu-Chuan (Frank) Chuang
Ph.D., National Taiwan University, Graduate Institute of Electronic Engineering
Verified email at ntu.edu.tw - Homepage
Title
Cited by
Cited by
Year
Entropy-assisted multi-modal emotion recognition framework based on physiological signals
K Tung, PK Liu, YC Chuang, SH Wang, AYA Wu
2018 IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES), 22-26, 2018
332018
Dynamic hyperdimensional computing for improving accuracy-energy efficiency trade-offs
YC Chuang, CY Chang, AYA Wu
2020 IEEE Workshop on Signal Processing Systems (SiPS), 1-5, 2020
202020
An arbitrarily reconfigurable extreme learning machine inference engine for robust ECG anomaly detection
YC Chuang, YT Chen, HT Li, AYA Wu
IEEE Open Journal of Circuits and Systems 2, 196-209, 2021
172021
Online extreme learning machine design for the application of federated learning
YT Chen, YC Chuang, AY Wu
2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020
162020
Fl-hdc: Hyperdimensional computing design for the application of federated learning
CY Hsieh, YC Chuang, AYA Wu
2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021
152021
Task-projected hyperdimensional computing for multi-task learning
CY Chang, YC Chuang, AY Wu
Artificial Intelligence Applications and Innovations: 16th IFIP WG 12.5 …, 2020
142020
MulTa-HDC: A multi-task learning framework for hyperdimensional computing
CY Chang, YC Chuang, EJ Chang, AYA Wu
IEEE Transactions on Computers 70 (8), 1269-1284, 2021
92021
Recent progress and development of hyperdimensional computing (hdc) for edge intelligence
CY Chang, YC Chuang, CT Huang, AY Wu
IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2023
82023
IP-HDC: Information-preserved hyperdimensional computing for multi-task learning
CY Chang, YC Chuang, AYA Wu
2020 IEEE Workshop on Signal Processing Systems (SiPS), 1-6, 2020
72020
E-upq: Energy-aware unified pruning-quantization framework for cim architecture
CY Chang, KC Chou, YC Chuang, AY Wu
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 13 (1 …, 2023
42023
T-eap: Trainable energy-aware pruning for nvm-based computing-in-memory architecture
CY Chang, YC Chuang, KC Chou, AY Wu
2022 IEEE 4th International Conference on Artificial Intelligence Circuits …, 2022
42022
S-QRD-ELM: scalable QR-decomposition-based extreme learning machine engine supporting online class-incremental learning for ECG-based user identification
YT Chen, YC Chuang, LS Chang, AY Wu
IEEE Transactions on Circuits and Systems I: Regular Papers, 2023
32023
C3-SL: Circular Convolution-Based Batch-Wise Compression for Communication-Efficient Split Learning
CY Hsieh, YC Chuang, AY Wu
2022 IEEE 32nd International Workshop on Machine Learning for Signal …, 2022
32022
D-NAT: Data-Driven Non-Ideality Aware Training Framework for Fabricated Computing-In-Memory Macros
MG Lin, CT Huang, YC Chuang, YT Chen, YT Hsu, YK Chen, JJ Chou, ...
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 12 (2 …, 2022
32022
Hyperdimensional computing with learnable projection for user adaptation framework
YR Hsiao, YC Chuang, CY Chang, AY Wu
Artificial Intelligence Applications and Innovations: 17th IFIP WG 12.5 …, 2021
32021
Automated Quantization Range Mapping for DAC/ADC Non-linearity in Computing-In-Memory
CT Huang, YC Chuang, MG Lin, AYA Wu
2022 IEEE International Symposium on Circuits and Systems (ISCAS), 2998-3002, 2022
22022
BWA-NIMC: Budget-based Workload Allocation for Hybrid Near/In-Memory-Computing
CT Huang, CY Chang, YC Chuang, AYA Wu
2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023
12023
PQ-HDC: Projection-Based Quantization Scheme for Flexible and Efficient Hyperdimensional Computing
CT Huang, CY Chang, YC Chuang, AY Wu
Artificial Intelligence Applications and Innovations: 17th IFIP WG 12.5 …, 2021
12021
AdaBoost-assisted extreme learning machine for efficient online sequential classification
YT Chen, YC Chuang, AYA Wu
2019 IEEE International Workshop on Signal Processing Systems (SiPS), 131-136, 2019
12019
BFP-CIM: Data-Free Quantization with Dynamic Block-Floating-Point Arithmetic for Energy-Efficient Computing-In-Memory-based Accelerator
CY Chang, CT Huang, YC Chuang, KC Chou, AYA Wu
2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC), 545-550, 2024
2024
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