FARM: A Flexible Accelerator for Recurrent and Memory Augmented Neural Networks

Mathematics

• Accelerator 100%
• Neural Networks 68%
• Natural Language 30%
• Architecture 26%
• Speedup 25%
• Hardware Accelerator 24%
• Meta-learning 23%
• Power Consumption 19%
• External Memory 19%
• Network Architecture 18%
• Recurrent Neural Networks 15%
• Similarity Measure 14%
• Sorting 13%
• Machine Learning 13%
• Turing Machine 13%
• Similarity 10%
• Costs 8%
• Performance 7%
• Term 6%
• Model 3%
• Class 3%

Engineering & Materials Science

• Particle accelerators 73%
• Data storage equipment 44%
• Neural networks 43%
• Deep neural networks 20%
• Turing machines 14%
• Recurrent neural networks 10%
• Sorting 10%
• Network architecture 9%
• Graphics processing unit 9%
• Program processors 8%
• Electric power utilization 7%
• Computer hardware 6%
• Costs 3%