C3-SL: Circular Convolution-Based Batch-Wise Compression for Communication-Efficient Split Learning

1 code implementation • 25 Jul 2022 • Cheng-Yen Hsieh, Yu-Chuan Chuang, An-Yeu, Wu

Based on the simulation results on CIFAR-10 and CIFAR-100, our method achieves a 16x compression ratio with negligible accuracy drops compared with the vanilla SL.

AdaBoost-assisted Extreme Learning Machine for Efficient Online Sequential Classification

no code implementations • 16 Sep 2019 • Yi-Ta Chen, Yu-Chuan Chuang, An-Yeu, Wu

In this paper, we propose an AdaBoost-assisted extreme learning machine for efficient online sequential classification (AOS-ELM).

General Classification

Entropy-Assisted Multi-Modal Emotion Recognition Framework Based on Physiological Signals

no code implementations • 22 Sep 2018 • Kuan Tung, Po-Kang Liu, Yu-Chuan Chuang, Sheng-Hui Wang, An-Yeu Wu

As the result of the growing importance of the Human Computer Interface system, understanding human's emotion states has become a consequential ability for the computer.

EEG Emotion Recognition