Running-Speed Modulation of Mice's V1 responses
2026Course project for 'Neural Data Science'
Explored running modulation of mice's V1 responses with the Allen two-photon calcium-imaging dataset.
Projects
A selection of projects I have worked on during my studies and research.
Research
- 2024–2025Large Model Based Crossmodal Chinese Poetry Creation
Bachelor's thesis under supervision of Dr. Weiping Zhu
Developed a crossmodal poetry generation system using large models, with functions including high-quality poetry generation, analysis and scoring, and optimization. The system firstly utilized CLIP, miniGPT4 and ERNIE, and finally switched to DeepSeek's series models for better performance.
- 2024RNN Analysis on Same-Different Task
Research project under supervision of Dr. Xiangbin Teng
Trained RNNs on the same-different task under varying noise levels by neurogym, optimizing the code for readability and extensibility. Analyzed normalized averages and principal components of RNN hidden states, performed linear fitting of activities at different time points to stimuli values, and analyzed the temporal scope.
- 2024Data Analysis on Forward Flow Task
Research project under supervision of Prof. Yunzhe Liu
Pre-processed word data for forward flow tasks, inserting seed words, removing duplicates, and generating embeddings. Analyzed the correlation between participants' scale scores and statistical metrics.
Projects
The Working Memory Capacity of RNN
2024Course project for Neuromatch Academy 2024
Explored various effects of parameter settings on the working memory capacity of RNNs.
PoetryChat
2023iFLYTEK AI Developer Competition
An interactive poetry learning assistant based on LLM for different ages, supporting different chatting styles, online search, RAG, and image generation.
Some projects live on, while others have fulfilled their purpose. 🕯️ View archived projects