HyperSense: Hyperdimensional Intelligent Sensing for Energy-Efficient Sparse Data Processing

Keyphrases

• Energy Efficient 100%
• Sensor Data 100%
• Sparse Data 100%
• Low-precision 100%
• Analog-to-digital Converter 100%
• Intelligent Sensing 100%
• Hyperdimensional 100%
• High-performance Software 50%
• Digital Data 50%
• Field Programmable Gate Arrays 50%
• Promising Solutions 50%
• Diverse Applications 50%
• Energy Saving 50%
• Intelligent Sensors 50%
• Software System 50%
• System Cost 50%
• Conventional System 50%
• Array-based 50%
• Real-time Processing 50%
• Machine Learning System 50%
• Hardware System 50%
• Superior Performance 50%
• Object Detection 50%
• Area under the Curve 50%
• Generation Rate 50%
• Receiver Operating Characteristic Curve 50%
• Rate-based 50%
• Real-time Learning 50%
• Real Hardware 50%
• Sensor-based Control 50%
• Software Quality Assurance 50%
• YOLOv4 50%
• NVIDIA Jetson 50%
• Hardware Testing 50%
• Lightweight Model 50%
• Object Presence 50%
• Hyperdimensional Computing 50%
• Centricity 50%
• Domain-specific Accelerators 50%
• Converter Module 50%
• Handling Noise 50%
• Precision Sensors 50%

Computer Science

• Energy Efficient 100%
• Data Processing 100%
• Analog-to-Digital Converter 100%
• Software Performance 50%
• Field Programmable Gate Arrays 50%
• Machine Learning 50%
• Software Systems 50%
• Conventional System 50%
• Energy Saving 50%
• Superior Performance 50%
• Object Detection 50%
• Characteristic Curve 50%
• Data Generation 50%
• Generation Rate 50%
• Digital Converter Module 50%