3DQ: Compact Quantized Neural Networks for Volumetric Whole Brain Segmentation

Keyphrases

• Brain Segmentation 100%
• Quantized Neural Networks 100%
• Challenging Tasks 50%
• Performance Improvement 50%
• Model Driven Architecture 50%
• Model Compression 50%
• 3D Convolutional Neural Network (3D CNN) 50%
• U-Net 50%
• Quantization Method 50%
• Resource Requirements 50%
• 3D Architecture 50%
• Precision Model 50%
• Large 3d Models 50%
• Storage Need 50%
• Ternary Quantization 50%

Computer Science

• Neural Network 100%
• Model Architecture 100%
• Model Compression 100%
• Convolutional Neural Network 100%
• U-Net 100%
• Resource Requirement 100%
• Critical Application 100%