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Difference between revisions of "CSSS 2010 Santa Fe-Readings"

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(→‎Iain Couzin: adding in some readings for Simon)
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*[http://webscript.princeton.edu/%7Eicouzin/website/wp-content/uploads/2010/05/couzin05.pdf Effective Leadership and Decision-Making in Animal Groups on the Move]
*[http://webscript.princeton.edu/%7Eicouzin/website/wp-content/uploads/2010/05/couzin05.pdf Effective Leadership and Decision-Making in Animal Groups on the Move]
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===Simon DeDeo===
For the two lectures on "Physics of Reasoning" --
*[http://adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=1957PhRv..106..620J&link_type=EJOURNAL E.T. Jaynes, ''Information Theory and Statistical Mechanics I.'']
*[http://adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=2006q.bio....11072T&link_type=ABSTRACT Gasper, Schneidman, Berry & Bialek, ''Ising models for networks of real neurons'']
*[http://adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=1986JSP....42..647R&link_type=ABSTRACT Reiss, Hammerich & Montroll, ''Thermodynamic treatment of nonphysical systems'']
more advanced --
*[http://library.unm.edu/search~S4/?searchtype=t&searcharg=spin+glasses+and+biology&searchscope=4&SORT=D&extended=1&SUBMIT=Search&searchlimits=&searchorigarg=tspin+glasses+biology ''Spin Glasses and Biology'' (ed. Daniel Stein)] (available at SFI library)
*[http://adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=2004PhRvE..70f6117P&link_type=ABSTRACT Park & Newman, ''Statistical Mechanics of Networks'']
*[http://adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=2004MNRAS.351L..49L&link_type=ABSTRACT A.R. Liddle, ''How many cosmological parameters?'']
If you only have time to read one, read Jaynes! If you are unable to access any of these articles, feel free to e-mail me at simon@santafe.edu


===Owen Densmore===
===Owen Densmore===

Revision as of 16:24, 8 June 2010

CSSS Santa Fe 2010

Please review readings before lectures. Supplemental material may be posted as well.

Background Readings

Please see the Background Readings page for assignments.

Dan Rockmore

Dan's Intro Lecture


Liz Bradley


Tom Carter

Here is a link to a page with various background readings -- I'll be talking about some of this material, watch the wiki for days/times


Iain Couzin


Simon DeDeo

For the two lectures on "Physics of Reasoning" --

more advanced --

If you only have time to read one, read Jaynes! If you are unable to access any of these articles, feel free to e-mail me at simon@santafe.edu

Owen Densmore

Steve Guerin and I will present modeling with NetLogo. It will have two parts, one a self-paced wiki tutorial, the second a set of real world examples of modeling we've used professionally.

Read the first page of the tutorial. Then (attempt!) to download, install, and look at the Model Library.


Peter Dodds


Doug Erwin


Duncan Foley


Laura Fortunato


John Harte


Jure Leskovec

1) -- models and link prediction in large social networks:

2) -- tracking information diffusion, finding influencers and detecting disease outbreaks in networks

3) -- models of networks with positive and negative ties


Cosma Shalizi

Adaptation and Self-Organizing Systems

Artificial Intelligence

Cellular Automata and Lattice Gases

Statistical/Computational Mechanics

Neurons and Cognition

Probability


Eric Smith