All implementations are not guaranteed to be correct, have not been checked by original authors, only reimplemented from the paper description and open source code from original authors.
conda install tensorflow-gpu=1.2
It's a tensorflow implementation for EEGLearn
Bashivan, et al. "Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks." International conference on learning representations (2016).
http://arxiv.org/abs/1511.06448
For more information please see https://github.com/pbashivan/EEGLearn
Subject id | S0 | S1 | S2 | S3 | S4 | S5 | S6 | S7 | S8 | S9 | S10 | S11 | S12 | mean |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CNN test acc | 55.14 | 73.58 | 93.47 | 100.00 | 100.00 | 99.50 | 99.48 | 100.00 | 98.57 | 100.00 | 98.62 | 72.25 | 49.55 | 87.70 |