Mouse_Sleep_fMRI

Software（Windows system): MATLAB R2020a & ITK-SNAP version 3.8.0 Example file:

1. denoised electrophysiological timeseries (ECoG/LFP)
2. example BOLD fMRI timeseries
3. BOLD fMRI timeseries of state transitions

Code involves modules:

1. main fMRI preprocessing and GLM analysis steps
2. electrophysiological denoising steps
3. the long short-term memory (LSTM) recurrent neural networks (RNNs) model
4. events (spindle, sharp wave ripple) detection