Comparing two time series or time-frequency representation

Hi, everyone.

Does anyone know any statistical or descriptive method to compare two time series or time-frequency representation single trials from each other? to clarify I have LFP Data from mouses that have Alzheimer’s disease or are normal and I want to compare these properties.

Thanks.