Energy Efficient Deep Learning Inference Embedded on FPGA for Sleep Apnea Detection

Computer Science

• Deep Learning Method 100%
• Energy Efficient 100%
• Field Programmable Gate Array 100%
• Feedforward Neural Network 66%
• Decision-Making 33%
• Machine Learning 33%
• Learning System 33%
• Annotation 33%
• Feature Extraction 33%
• Hardware Design 33%
• Biomedical System 33%
• Power Consumption 33%
• Design Solution 33%
• Early Detection 33%
• System on a Chip 33%
• Hardware Platform 33%
• Leaning Parameter 33%
• Loss Minimization 33%
• Process Monitoring 33%
• Process Optimization 33%
• Frequent Monitoring 33%

Engineering

• Deep Learning Method 100%
• Field Programmable Gate Array 100%
• Breathing 66%
• Feedforward 66%
• Learning System 33%
• Feature Extraction 33%
• Design Solution 33%
• Periodic Time 33%
• Mean Square Error 33%
• Electric Power Utilization 33%
• Detection Device 33%
• Low Energy Cost 33%
• Process Monitoring 33%
• Early Detection 33%

Material Science

• Electronic Circuit 100%