Here is the python code for the Ubicomp 2018 paper: MindID: Person Identification from Brain Waves through Attention-based Recurrent Neural Network (https://dl.acm.org/citation.cfm?id=3264959) More comments and details will be added later. MindID.py is the Tensorflow based python code. EID-M.mat, EID-S.mat are two local datasets, please find more details in the paper. The public dataset EEG-S mentioned in paper is a subset of the eegmmidb dataset (https://www.physionet.org/pn4/eegmmidb/). The generation of EEG-S is provided in the python code. More details please check https://www.xiangzhang.info, please feel free to contact me 1015xzhang@gmail.com