Jump to content
Main menu
Main menu
move to sidebar
hide
Navigation
Main page
Recent changes
Random page
Help about MediaWiki
Special pages
Niidae Wiki
Search
Search
Appearance
Create account
Log in
Personal tools
Create account
Log in
Pages for logged out editors
learn more
Contributions
Talk
Editing
Spin glass
(section)
Page
Discussion
English
Read
Edit
View history
Tools
Tools
move to sidebar
hide
Actions
Read
Edit
View history
General
What links here
Related changes
Page information
Appearance
move to sidebar
hide
Warning:
You are not logged in. Your IP address will be publicly visible if you make any edits. If you
log in
or
create an account
, your edits will be attributed to your username, along with other benefits.
Anti-spam check. Do
not
fill this in!
== Applications == The formalism of replica mean-field theory has also been applied in the study of [[Artificial neural network|neural networks]], where it has enabled calculations of properties such as the storage capacity of simple neural network architectures without requiring a training algorithm (such as [[backpropagation]]) to be designed or implemented.<ref name="Gardner">{{cite journal |last1=Gardner |first1=E |last2=Deridda |first2=B |date=7 January 1988 |title=Optimal storage properties of neural network models |url=https://hal.archives-ouvertes.fr/hal-03285587/file/Optimal%20storage%20properties%20of%20neural%20network%20models.pdf |journal=J. Phys. A |volume=21 |pages=271 |bibcode=1988JPhA...21..271G |doi=10.1088/0305-4470/21/1/031 |number=1}}</ref> More realistic spin glass models with short range frustrated interactions and disorder, like the Gaussian model where the couplings between neighboring spins follow a [[Gaussian distribution]], have been studied extensively as well, especially using [[Monte Carlo simulation]]s. These models display spin glass phases bordered by sharp [[phase transition]]s. Besides its relevance in condensed matter physics, spin glass theory has acquired a strongly interdisciplinary character, with applications to [[Artificial neural network|neural network]] theory, computer science, theoretical biology, [[econophysics]] etc. Spin glass models were adapted to the [[folding funnel]] model of [[protein folding]].
Summary:
Please note that all contributions to Niidae Wiki may be edited, altered, or removed by other contributors. If you do not want your writing to be edited mercilessly, then do not submit it here.
You are also promising us that you wrote this yourself, or copied it from a public domain or similar free resource (see
Encyclopedia:Copyrights
for details).
Do not submit copyrighted work without permission!
Cancel
Editing help
(opens in new window)
Search
Search
Editing
Spin glass
(section)
Add topic