In this repository I have implemented EEG signal classification using 1D convolutional neural network(CNN). The description of the dataset is that I have used DEAP dataset which is a publicly available dataset. It consists of 4 classes. I have applied FFT for extracting features and also to remove Nan values. If you want to know more about this you can visit my blog on medium :https://tinyurl.com/ybrlylwf