2 papers
cs.LG2020
Multi-level Binarized LSTM in EEG Classification for Wearable Devices
Najmeh Nazari, Seyed Ahmad Mirsalari, Sima Sinaei +2
Long Short-Term Memory (LSTM) is widely used in various sequential applications. Complex LSTMs could be hardly deployed on wearable and resourced-limited devices due to the huge am…
eess.SP2020
MuBiNN: Multi-Level Binarized Recurrent Neural Network for EEG signal Classification
Seyed Ahmad Mirsalari, Sima Sinaei, Mostafa E. Salehi +1
Recurrent Neural Networks (RNN) are widely used for learning sequences in applications such as EEG classification. Complex RNNs could be hardly deployed on wearable devices due to…