Reducing SRAM Reading Power with Column Data Segment and Weights Correlation Enhancement for CNN Processing

Keyphrases

• Convolutional Neural Network 100%
• Neural Network Computation 100%
• Data Pattern 100%
• Correlation Enhancement 100%
• Power Consumption 50%
• Design Scheme 50%
• Data-adaptive 50%
• Granularity 25%
• Training Methods 25%
• Reconfigurable 25%
• Data Segmentation 25%
• Power Reduction 25%
• Hardware-software Co-design 25%
• Classification Accuracy 25%
• Randomly Distributed 25%
• Weighted Data 25%
• SRAM Design 25%
• Less Power Consumption 25%
• Visual Information Processing 25%
• Accuracy Degradation 25%
• SRAM Architecture 25%
• 8T SRAM 25%

Computer Science

• Convolutional Neural Network 100%
• Data Segment 100%
• Power Consumption 75%
• Participatory Design 50%
• Classification Accuracy 25%
• Coarse Granularity 25%