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Learning and Relearning in Boltzmann Machines

Graphical ModelsPublished 12 October 2001
Geoffrey E. Hinton, T. J. Sejnowski
Citations1,052
SJR quartileQ2
SJR score0.48
SNIP0.98

TL;DR

This chapter contains sections titled: Relaxation Searches, Easy and Hard learning, The Boltzmann Machine Learning Algorithm, An Example of Hard Learning, Achieving Reliable Computation with Unreliable Hardware, and an Example of the Effects of Damage.

Abstract

This chapter contains sections titled: Relaxation Searches, Easy and Hard Learning, The Boltzmann Machine Learning Algorithm, An Example of Hard Learning, Achieving Reliable Computation with Unreliable Hardware, An Example of the Effects of Damage, Conclusion, Acknowledgments, Appendix: Derivation of the Learning Algorithm, References

Keywords

Computer Science