Real-Time HR Estimation from wrist PPG using Binary LSTMs

Keyphrases

• Heart Rate 100%
• Photoplethysmography 100%
• Wrist 100%
• Storage Layer 100%
• Heart Rate Estimation 100%
• Long Short-term Memory 100%
• Binary LSTM 100%
• Single Channel 50%
• Strenuous Exercise 50%
• Motion Artifact 50%
• Network Layer 50%
• Xilinx 50%
• Ambulatory Setting 50%
• Low-complexity Architecture 50%
• Dense Layer 50%
• Photoplethysmography Signal 50%
• Convolution Neural Network 50%
• Photoplethysmography Sensor 50%
• Binarized Neural Network 50%
• Binary Convolution 50%
• Neural Network Framework 50%
• Popular 50%
• Wrist-worn 50%

Computer Science

• Long Short-Term Memory Network 100%
• Network Layer 33%
• Computation Rate 33%
• Convolutional Neural Network 33%
• Neural Network 33%