عنوان

Synergetic computers and cognition :

3642075738

9783642075735

b539002

Synergetic computers and cognition :

[Book]

a top-down approach to neural nets

Hermann Haken.

2nd ed

Berlin ; London

Springer

2011

1 volume ; 24 cm

Springer series in synergetics, 50

1. Goal.- 2. What Are Patterns?.- 3. Associative Memory.- 4. Synergetics - An Outline.- 5. The Standard Model of Synergetics for Pattern Recognition.- 6. Examples: Recognition of Faces and of City Maps.- 7. Possible Realizations by Networks.- 8. Simultaneous Invariance with Respect to Translation, Rotation and Scaling.- 9. Recognition of Complex Scenes. Scene-Selective Attention.- 10. Learning Algorithms.- 11. Learning of Processes and Associative Action.- 12. Comparisons Between Human Perception and Machine "Perception".- 13. Oscillations in the Perception of Ambiguous Patterns.- 14. Dynamic Pattern Recognition of Coordinated Biological Motion.- 15. Realization of the Logical Operation XOR by a Synergetic Computer.- 16. Towards the Neural Level.- 17. Concluding Remarks and Outlook.- Bibliography and Comments.

Neural computers.

Neural networks (Computer science)

Pattern recognition systems.

Hermann Haken.

H Haken

[Book]

Y