A Study on Hardware-Aware Training Techniques for Feedforward Artificial Neural Networks

Keyphrases

• Feedforward Neural Network 100%
• Training Techniques 100%
• Weight Set 100%
• Hardware-aware Training 100%
• Artificial Neural Network 60%
• Floating-point 60%
• Training Algorithm 40%
• Point Values 40%
• Weight Initialization 40%
• Hardware Implementation 20%
• Area-efficient 20%
• Integer numbers 20%
• Weight Value 20%
• Hardware Realization 20%
• Bias Value 20%
• Time-multiplexing 20%
• Efficient Hardware Implementation 20%
• Network on chip 20%
• Initialization Method 20%
• Hardware Cost 20%
• Training Base 20%
• Constant multiplication 20%
• Value Function Approximation 20%
• Integrated Module 20%

Computer Science

• Neural Network 100%
• Computer Hardware 100%
• Floating Point 60%
• Hardware Implementation 40%
• training algorithm 40%
• Approximation (Algorithm) 20%
• Hardware Cost 20%
• Network on a Chip 20%