An entropy metric for regular grammar classification and learning with recurrent neural networks

Mathematics

• Metric Entropy 89%
• Recurrent Neural Networks 84%
• Grammar 70%
• Learning 59%
• Exponential Polynomial 11%
• Concentric 11%
• Formal Languages 11%
• Machine Learning 10%
• Theoretical Analysis 8%
• Directly proportional 8%
• Evidence 7%
• Internal 7%
• Disjoint 7%
• Knowledge 7%
• Ring 6%
• Theorem 3%
• Class 2%

Physics & Astronomy

• grammars 100%
• learning 71%
• entropy 47%
• machine learning 11%
• polynomials 8%
• theorems 7%
• rings 6%

Engineering & Materials Science

• Recurrent neural networks 68%
• Entropy 54%
• Formal languages 27%
• Deep learning 19%
• Polynomials 16%
• Machine learning 15%