- Survey of Dictionary Learning
In this project, we surveyed the statistical guarantee and the state-of-the-art optimization algorithms of reconstructive dictionary learning for restoration task and predictive dictionary learning for classification/regression task.
- Kitchen's Helper
We implemented an automatic cutting machine, which could cut the target into demanded pieces equally.
- An Analysis of Operations Modification in Deep Neural Network in Hardware Perspective
We analyzed the tradeoff between hardware resource requirement and top-1 accuracy of state-of-the-art CNN models.
- 2017 Taiwan Creative Electromagnetic Implementation Competition
Our team got the Second Prize in the competition and was rewarded with Professor Chun-Hsiung Chen Scholarship.
- Different Handover Policies in Different Environments
We implemented a user-friendly GUI based on MATLAB to discuss the performances of four possible handover policy under different environment.
- Pipelined MIPS CPU
We implemented the pipelined MIPS CPU, which supported mult/div instruction and conducted branch prediction.
