Implementation of FPGA-based Accelerator for Deep Neural Networks

Keyphrases

• Deep Neural Network 100%
• FPGA Acceleration 100%
• Hardware Accelerator 20%
• Hardware Complexity 20%
• Deep Convolutional Neural Network (deep CNN) 20%
• Recognition Rate 20%
• Proposed Architecture 20%
• Low Latency 20%
• Object Recognition 20%
• Connection Relationships 20%
• Memory Consumption 20%
• Complex Operations 20%
• Xilinx Zynq 20%
• Digital Identification 20%
• MNIST 20%

Computer Science

• Field Programmable Gate Arrays 100%
• Deep Neural Network 100%
• Recognition Rate 20%
• Hardware Accelerator 20%
• Convolutional Neural Network 20%
• Neural Network Model 20%
• Good Performance 20%
• Object Recognition 20%
• Computer Hardware 20%
• Graphics Processing Unit 20%