A Deep Evolutionary Approach to Bioinspired Classifier Optimisation for Brain-Machine Interaction

Table 7

Manual tuning of LSTM topology for mental state (MS), emotional state (ES), and EEG MindBigData classification.

LSTM Units	MS (%)	ES (%)	MBD (%)
25	82.47	96.86	10.22
50	83.08	96.66	9.67
75	83.04	96.48	10.64
100	83.84	95.73	10.77
125	83.68	95.87	10.36