Multiplierless MP-Kernel Machine for Energy-Efficient Edge Devices

Keyphrases

• Digital Signal Processor 20%
• Edge Devices 100%
• Energy Consumption 20%
• Energy Efficient 100%
• Field Programmable Gate Array Implementation 20%
• Field Programmable Gate Arrays 40%
• Flip-flop 20%
• Hardware Efficiency 20%
• Intelligent Edge 20%
• Kernel Machines 100%
• Local Minima 20%
• Margin Propagation 100%
• Misclassification Error 20%
• Multiplierless 100%
• Online Training Algorithms 20%
• Overflow 20%
• Piecewise Linear Approximation 20%
• Power Consumption 20%
• Power Performance 20%
• Propagation Method 20%
• Propagation-based 20%
• Resource-constrained Platforms 20%
• Subtraction by Addition 20%
• Underflow 20%

Computer Science

• Approximation (Algorithm) 66%
• Classification Error 33%
• Computer Hardware 66%
• Digital Signal Processor 33%
• Energy Consumption 33%
• Energy Efficient 100%
• Field Programmable Gate Arrays 100%
• Kernel Machine 100%
• Local Minimum 33%
• piecewise linear 33%
• Power Consumption 33%
• training algorithm 33%