A survey of FPGA and ASIC designs for transformer inference acceleration and optimization

Computer Science

• Field Programmable Gate Array 100%
• Application Specific Integrated Circuit 100%
• Integrated Circuit Design 100%
• Graphics Processing Unit 60%
• Optimization Technique 20%
• Convolutional Neural Network 20%
• Recurrent Neural Network 20%
• Model Compression 20%
• Power Consumption 20%
• Computer Hardware 20%
• Energy Efficient 20%
• Computer Vision 20%
• Long Short-Term Memory Network 20%
• Parallel Processing 20%
• Multiplication Operation 20%
• Natural Language Processing 20%
• Speech Recognition 20%
• Low Power Consumption 20%

Engineering

• Field Programmable Gate Array 100%
• Graphics Processing Unit 60%
• Low Power Consumption 20%
• Memory Performance 20%
• Long Short-Term Memory 20%
• Convolutional Neural Network 20%
• Electric Power Utilization 20%
• Compression Method 20%
• Recurrent Neural Network 20%
• Battery Capacity 20%
• Computervision 20%
• Matrix Multiplication 20%
• Natural Language Processing 20%
• Optimization Technique 20%
• Research Issue 20%