An Overflow/Underflow-Free Fixed-Point Bit-Width Optimization Method for OS-ELM Digital Circuit

Mathematics

• Extreme Learning Machine 100%
• Digital Circuits 85%
• Overflow 69%
• Optimization Methods 57%
• Fixed point 37%
• Training 24%
• Chip 19%
• Smart Sensors 16%
• Streaming Data 13%
• Data Transfer 12%
• Learning Systems 11%
• Online Algorithms 9%
• Simulation Methods 8%
• Real-time 8%
• Baseline 8%
• Server 8%
• Computational Cost 7%
• Experimental Results 7%
• Demand 7%
• Neural Networks 7%
• Resources 7%
• Learning 6%
• Costs 5%

Engineering & Materials Science

• Digital circuits 58%
• Machine learning 38%
• Smart sensors 16%
• Learning systems 13%
• Data transfer 13%
• Internet of things 11%
• Costs 10%
• Servers 9%
• Neural networks 8%
• Networks (circuits) 7%