Code and materials for my MSc Data Science Extended Research Project (University of Manchester)
MATLAB
0
14 commits
updated Aug 31, 2025
Code and materials for my MSc Data Science Extended Research Project (University of Manchester)
This repo contains the code used in my MSc Data Science project at the University of Manchester.
The goal was to compare several Transformer (LLaMA2, Mistral) and non-Transformer (RWKV, StripedHyena) models on neural encoding tasks.
Requirements:
Data Availability： All data from Pereira et al. (2018) public dataset Scripts will output .mat files containing embeddings and results. These are not included in the repo due to size.
References Pereira, F. et al. (2018). Toward a universal decoder of linguistic meaning from brain activation. Nature Communications.
Code and materials for my MSc Data Science Extended Research Project (University of Manchester)
MATLAB
0
14 commits
updated Aug 31, 2025
Code and materials for my MSc Data Science Extended Research Project (University of Manchester)
This repo contains the code used in my MSc Data Science project at the University of Manchester.
The goal was to compare several Transformer (LLaMA2, Mistral) and non-Transformer (RWKV, StripedHyena) models on neural encoding tasks.
Requirements:
Data Availability： All data from Pereira et al. (2018) public dataset Scripts will output .mat files containing embeddings and results. These are not included in the repo due to size.
References Pereira, F. et al. (2018). Toward a universal decoder of linguistic meaning from brain activation. Nature Communications.
