StreamNet: Memory-Efficient Streaming Tiny Deep Learning Inference on the Microcontroller

Keyphrases

• Memory Efficiency 100%
• Patch-based 100%
• Microcontroller 100%
• Deep Learning Inference 100%
• DRAM Memory 66%
• Tiny Machine Learning 66%
• Machine Learning Models 50%
• Flash Memory 16%
• Tight 16%
• Resource Constraints 16%
• Memory Space 16%
• Parameter Selection 16%
• Selection Algorithm 16%
• CPU Utilization 16%
• Small Patch 16%
• Stream Buffer 16%
• Geometric Mean 16%
• Microcontroller Unit 16%
• Stream Processing 16%
• Work Design 16%
• Redundant Computation 16%
• Minimal Requirements 16%
• Computation Overhead 16%
• Low Power Microcontroller 16%
• Layerwise Theory 16%
• Machine Learning Inference 16%

Computer Science

• Microcontroller 100%
• Machine Learning 100%
• Learning System 100%
• Deep Learning Method 100%
• Flash Memory 25%
• Algorithm Selection 25%
• Resource Constraint 25%