TASA: Temporal Attention With Spatial Autoencoder Network for Odor-Induced Emotion Classification Using EEG

• Hlavní autoři: Chengxuan Tong (Autor), Yi Ding (Autor), Zhuo Zhang (Autor), Haihong Zhang (Autor), Kevin JunLiang Lim (Autor), Cuntai Guan (Autor)
• Médium: Kniha
• Vydáno: IEEE, 2024-01-01T00:00:00Z.
• Témata: article
• On-line přístup: Connect to this object online.

The olfactory system enables humans to smell different odors, which are closely related to emotions. The high temporal resolution and non-invasiveness of Electroencephalogram (EEG) make it suitable to objectively study human preferences for odors. Effectively learning the temporal dynamics and spati...