KaichengFu1997 / ML-BVAE

Code for paper “Multi-view Multi-label Fine-grained Emotion Decoding from Human Brain Activity”

• Paper: Multi-view Multi-label Fine-grained Emotion Decoding from Human Brain Activity

Implements the Multi-Label classification network with Brain Variational Auto-Encoder (ML-BVAE) in pytorch (python).

Dependencies

• python 3.7.0
• pytorch 1.8.1
• numpy 1.21.2
• scikit-learn 1.0

Data

• fMRI : data_vox8_sub1_lr.npy
• Label : label.npy

Usage

• run the file train.py directly.