Encoding polysomnographic signals into spike firing rate for sleep staging

Mathematics

• Sleep 88%
• Multilayer Perceptron 87%
• Spike 68%
• Encoding 60%
• Radial Basis Function Network 47%
• Tree Algorithms 41%
• K-nearest Neighbor 40%
• Power Mean 38%
• Decision tree 38%
• Support Vector Machine 37%
• Bayes 31%
• Discriminant 30%
• Performance 17%

Engineering & Materials Science

• Signal encoding 100%
• Sleep 63%
• Multilayer neural networks 40%
• Radial basis function networks 23%
• Decision trees 19%
• Support vector machines 15%