PDF to MP3

Listen to Your Documents

Transform your PDFs into easy-listening MP3s. Ideal for learning while driving, exercising, or just relaxing.

A picture showing a book with headphones.

Neural Turing Machines

March 23, 2025

The paper introduces Neural Turing Machines (NTMs), which augment neural networks with external memory resources that they can interact with through attentional processes, enabling them to learn and execute simple algorithms. Preliminary results show NTMs can infer algorithms like copying, sorting,...

AI Explanation

Optimal for listening to technical papers.

Document Chapters

1. Title

2. Abstract

3. Introducción

4. Neural Turing Machine

5. Investigación Fundacional

6. Neurociencia

7. Ciencia Cognitiva y Lingüística

8. Procesamiento Recursivo

9. Redes Neuronales Recurrentes

10. Arquitectura de la Máquina de Turing Neural

11. Máquinas de Turing Neurales

12. Mecanismos de Lectura y Escritura

13. Mecanismo de Direccionamiento

14. Mecanismos de Direccionamiento

15. Enfoque por Contenido

16. Enfoque por Ubicación

17. Red de Control

18. Copy Learning Curves and Algorithm Analysis

19. NTM Generalization on the Copy Task

20. Repeat Copy Task

21. LSTM Generalization and NTM Memory Use

22. Repeat Copy Learning Curves and Generalization

23. Associative Recall Task

24. NTM and LSTM Generalization for Repeat Copy Task

25. NTM Memory Use During Repeat Copy Task

26. Associative Recall Generalization

27. NTM Memory Use During Associative Recall Task

28. Dynamic N-Grams Task

29. Dynamic N-Gram Inference and Memory Use

30. Priority Sort Task

31. Dynamic N-Gram Inference and Memory Analysis

32. Priority Sort Task Details

33. Experimental Setup

34. Priority Sort Learning Curves and Settings

35. Conclusion

36. NTM and LSTM Experimental Settings

37. Acknowledgments

38. References

39. References (Continued)

40. References (Continued)

Share Document

Share this link with others to let them view the document.