Situational Awareness Classification Based on EEG Signals and Spiking Neural Network

Situational Awareness Classification Based on EEG Signals and Spiking Neural Network

Situational awareness detection and characterization of mental states have a vital role in medicine and many other fields. An electroencephalogram (EEG) is one of the most effective tools for identifying and analyzing cognitive stress. Yet, the measurement, interpretation, and classification of EEG...

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Bibliographic Details
Main Authors: Yakir Hadad, Moshe Bensimon, Yehuda Ben-Shimol, Shlomo Greenberg
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Applied Sciences
Subjects:
EEG classification
neuromorphic computing
spiking neural network
spike continuous-time neuron
feature extraction
frequency analysis
Online Access:https://www.mdpi.com/2076-3417/14/19/8911

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https://www.mdpi.com/2076-3417/14/19/8911

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