Cryptensor: A Resource-Shared Co-Processor to Accelerate Convolutional Neural Network and Polynomial Convolution

Keyphrases

• Hardware Efficiency 100%
• Convolutional Neural Network 100%
• Coprocessor 100%
• Neural Cryptography 100%
• Polynomial Convolution 100%
• Novel Technique 50%
• Operand 50%
• Energy Efficiency 50%
• Array Design 50%
• Processing Element 50%
• Hardware Accelerator 50%
• Factorization Method 50%
• Memory Requirements 50%
• Data Movement 50%
• Flip-flop 50%
• Constrained Devices 50%
• Matrix multiplication 50%
• IoT Applications 50%
• Security Level 50%
• Memory Efficiency 50%
• Underutilization 50%
• Edge Nodes 50%
• Cryptography 50%
• Area Consumption 50%
• Array Architecture 50%
• Input Layer 50%
• Viable Solutions 50%
• Multiplication Operation 50%
• Tensor Computation 50%
• Practical Deployment 50%
• Cryptographic Algorithms 50%
• ResNet18 50%
• VGG16 50%
• Generic Matrices 50%
• Convolutional Neural Network Algorithm 50%
• XC7Z020 50%
• Polynomial Factorization 50%
• Multiplication Maps 50%

Computer Science

• Coprocessor 100%
• Shared Resource 100%
• Convolutional Neural Network 100%
• Computer Hardware 100%
• Field Programmable Gate Arrays 50%
• Experimental Result 25%
• Processing Element 25%
• Energy Efficiency 25%
• Hardware Accelerator 25%
• Memory Requirement 25%
• Residual Neural Network 25%
• Matrix Multiplication 25%
• IoT Application 25%
• security level 25%
• Constrained Device 25%
• Cryptography Algorithm 25%
• VGG-16 25%
• Register Operand 25%
• Extension Layer 25%
• Artificial Intelligence 25%
• Artificial Neural Network 25%
• Multiplication Operation 25%