CNN Inference Using a Preprocessing Precision Controller and Approximate Multipliers with Various Precisions

Keyphrases

• Accuracy Evaluation 14%
• Accuracy Loss 42%
• Core Architectures 14%
• DenseNet201 14%
• Multicore 14%
• Neural Network Inference 100%
• Precision Prediction 14%
• Preprocessor 14%
• Reconfigurable Approximate multiplier 14%
• Reconfigurable Architectures 14%
• Single Precision 28%
• VGG19 14%
• Xception 14%

Computer Science

• Core Architecture 33%
• Multicore 33%
• Network Inference 100%
• Preprocessor 33%
• reconfigurable architecture 33%
• Single Precision 33%
• VGG-19 Convolutional Neural Network 33%

Engineering

• Preprocessor 33%