Categorizing Sleep in Older Adults with Wireless Activity Monitors Using LSTM Neural Networks

Keyphrases

• Neural Network 100%
• Wireless 100%
• Memory Neural Network 100%
• Activity Monitoring 100%
• Older Adults 100%
• Patient Demographics 66%
• Non-normative 66%
• Threshold Method 33%
• Polysomnography 33%
• Clinically Significant 33%
• Clinical Standards 33%
• Sleep Patterns 33%
• Wakefulness 33%
• Sleep Architecture 33%
• Sleep Detection 33%
• Sleep Classification 33%
• Cognitive Impairment 33%
• Modern Approaches 33%

Neuroscience

• Short-Term Memory 100%
• Neural Network 100%
• Wakefulness 25%
• Sleep Pattern 25%
• Polysomnography 25%
• Cognitive Disorders 25%

Psychology

• Neural Network 100%
• Short-Term Memory 100%
• Cognitive Impairment 25%
• Polysomnography 25%