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

Keyphrases

• Attention Mechanism 100%
• Processing Task 66%
• Natural Language Processing 66%
• Similarity Measure 33%
• Computation Time 33%
• Recurrent Neural Network 33%
• Memory Access 33%
• Hardware Accelerator 33%
• Energy Consumption Reduction 33%
• Performance Reduction 33%
• Long-range Dependence 33%
• Memory Mechanism 33%
• Traversal 33%
• Neural Network Architecture 33%
• Average Power Consumption 33%
• Deep Neural Network 33%
• Content Similarity 33%
• GPU Implementation 33%
• Machine Learning Models 33%
• External Memory 33%
• Memory Bottleneck 33%
• Neural Turing Machine 33%
• Deep Neural Network Accelerator 33%

Computer Science

• Neural Network 100%
• Deep Neural Network 100%
• Attention (Machine Learning) 75%
• Recurrent Neural Network 50%
• Processing Task 50%
• Natural Language Processing 50%
• Machine Learning 25%
• Memory Access 25%
• Hardware Accelerator 25%
• Term Dependency 25%
• Neural Network Architecture 25%
• Average Power Consumption 25%
• Computational Time 25%
• External Memory 25%
• Turing Machine 25%

Neuroscience

• Neural Network 100%
• Natural Language Processing 40%
• Behavior (Neuroscience) 20%
• Recurrent Neural Network 20%