A Reconfigurable Accelerator Design for Quantized Depthwise Separable Convolutions

Keyphrases

• Depthwise Separable Convolution 100%
• MobileNet 100%
• Reconfigurable Accelerator 100%
• Accelerator Design 100%
• Convolutional Neural Network 50%
• Mobile Devices 25%
• Efficient Computation 25%
• Image Classification 25%
• Embedded Devices 25%
• Computer Version 25%
• Data Movement 25%
• Lightweight Neural Network 25%
• Object Recognition 25%
• Area Reduction 25%
• Recognition Classification 25%
• Prefects 25%
• Accuracy Loss 25%
• Neural Network Computation 25%
• Edge Devices 25%
• Multiply-accumulate Operation 25%
• Performance-aware 25%

Computer Science

• Depthwise Separable Convolution 100%
• Convolutional Neural Network 66%
• Experimental Result 33%
• Neural Network 33%
• Mobile Device 33%
• Efficient Computation 33%
• Embedded Device 33%
• Image Classification 33%
• Object Recognition 33%
• Application Version 33%