Large-scale neural model of visual short-term memory (Ulloa, Horwitz 2016; Horwitz, et al. 2005,...)

 Download zip file 
Help downloading and running models
Accession:206337
Large-scale neural model of visual short term memory embedded into a 998-node connectome. The model simulates electrical activity across neuronal populations of a number of brain regions and converts that activity into fMRI and MEG time-series. The model uses a neural simulator developed at the Brain Imaging and Modeling Section of the National Institutes of Health.
References:
1 . Tagamets MA, Horwitz B (1998) Integrating electrophysiological and anatomical experimental data to create a large-scale model that simulates a delayed match-to-sample human brain imaging study. Cereb Cortex 8:310-20 [PubMed]
2 . Ulloa A, Horwitz B (2016) Embedding Task-Based Neural Models into a Connectome-Based Model of the Cerebral Cortex. Front Neuroinform 10:32 [PubMed]
3 . Horwitz B, Warner B, Fitzer J, Tagamets MA, Husain FT, Long TW (2005) Investigating the neural basis for functional and effective connectivity. Application to fMRI. Philos Trans R Soc Lond B Biol Sci 360:1093-108 [PubMed]
Model Information (Click on a link to find other models with that property)
Model Type: Realistic Network;
Brain Region(s)/Organism: Prefrontal cortex (PFC);
Cell Type(s):
Channel(s):
Gap Junctions:
Receptor(s):
Gene(s):
Transmitter(s):
Simulation Environment: Python;
Model Concept(s): Working memory;
Implementer(s): Ulloa, Antonio [antonio.ulloa at alum.bu.edu];
/
lsnm_in_python-master
visual_model
subject_netgettest
output.36trials
attsefd2.w
attsefd2.ws *
attvatts.w
attvatts.ws *
efd1efd1.w
efd1efd1.ws *
efd1efd2.w
efd1efd2.ws *
efd1exfr.w
efd1exfr.ws *
efd1ifd1.w
efd1ifd1.ws *
efd1infs.w
efd1infs.ws *
efd1inss.w
efd1inss.ws *
efd2efd1.w
efd2efd1.ws *
efd2efd2.w
efd2efd2.ws *
efd2ev4c.w
efd2ev4c.ws *
efd2ev4h.w
efd2ev4h.ws *
efd2ev4v.w
efd2ev4v.ws *
efd2exss.w
efd2exss.ws *
efd2ifd2.w
efd2ifd2.ws *
ev1hev1h.w
ev1hev1h.ws *
ev1hev4c.w
ev1hev4c.ws *
ev1hev4h.w
ev1hev4h.ws *
ev1hiv1h.w
ev1hiv1h.ws *
ev1vev1v.w
ev1vev1v.ws *
ev1vev4c.w
ev1vev4c.ws *
ev1vev4v.w
ev1vev4v.ws *
ev1viv1v.w
ev1viv1v.ws *
ev4c.wt *
ev4cev4c.w
ev4cev4c.ws *
ev4cexss.w
ev4cexss.ws
ev4civ4c.w
ev4civ4c.ws *
ev4h.wt *
ev4hev1h.w
ev4hev1h.ws *
ev4hev4h.w
ev4hev4h.ws *
ev4hexss.w
ev4hexss.ws
ev4hiv4h.w
ev4hiv4h.ws *
ev4v.wt *
ev4vev1v.w
ev4vev1v.ws *
ev4vev4v.w
ev4vev4v.ws *
ev4vexss.w
ev4vexss.ws
ev4viv4v.w
ev4viv4v.ws *
exfrexfr.w
exfrexfr.ws *
exfrifd1.w
exfrifd1.ws *
exfrifd2.w
exfrifd2.ws *
exfrinfr.w
exfrinfr.ws *
exfsefd2.w
exfsefd2.ws *
exfsexfr.w
exfsexfr.ws *
exfsexfs.w
exfsexfs.ws *
exfsifd1.w
exfsifd1.ws *
exfsinfs.w
exfsinfs.ws *
exssev4c.w
exssev4c.ws *
exssev4h.w
exssev4h.ws *
exssev4v.w
exssev4v.ws *
exssexfs.w
exssexfs.ws *
exssexss.w
exssexss.ws *
exssinss.w
exssinss.ws *
ifd1efd1.w
ifd1efd1.ws *
ifd2efd2.w
ifd2efd2.ws *
infrexfr.w
infrexfr.ws *
infsexfs.w
infsexfs.ws *
inssexss.w
inssexss.ws *
iv1hev1h.w
iv1hev1h.ws *
iv1vev1v.w
iv1vev1v.ws *
iv4cev4c.w
iv4cev4c.ws *
iv4hev4h.w
iv4hev4h.ws *
iv4vev4v.w
iv4vev4v.ws *
lgnsev1h.bak
lgnsev1h.w
lgnsev1h.ws *
lgnsev1v.bak
lgnsev1v.w
lgnsev1v.ws *
netgen1 *
weightslist.txt
                            
% Tue May 24 15:52:21 2016

% Input Layer: (9, 9)
% Output Layer: (9, 9)
% Fanout Size: (4, 4)

Connect(exss, ev4c)  {
  From:  (1, 1)  {
    ([ 8, 8]  0.001508)     ([ 8, 9]  0.001642)     ([ 8, 1]  0.000826)     ([ 8, 2]  0.001506) 
    ([ 9, 8]  0.001217)     ([ 9, 9]  0.001073)     ([ 9, 1]  0.000868)     ([ 9, 2]  0.001782) 
    ([ 1, 8]  0.000931)     ([ 1, 9]  0.001413)     ([ 1, 1]  0.001195)     ([ 1, 2]  0.001527) 
    ([ 2, 8]  0.001263)     ([ 2, 9]  0.001180)     ([ 2, 1]  0.000915)     ([ 2, 2]  0.000744) 
  }
  From:  (1, 2)  {
    ([ 8, 9]  0.000994)     ([ 8, 1]  0.000779)     ([ 8, 2]  0.000788)     ([ 8, 3]  0.001135) 
    ([ 9, 9]  0.000996)     ([ 9, 1]  0.000738)     ([ 9, 2]  0.001485)     ([ 9, 3]  0.001040) 
    ([ 1, 9]  0.001355)     ([ 1, 1]  0.001150)     ([ 1, 2]  0.000809)     ([ 1, 3]  0.001547) 
    ([ 2, 9]  0.001311)     ([ 2, 1]  0.001492)     ([ 2, 2]  0.001382)     ([ 2, 3]  0.001273) 
  }
  From:  (1, 3)  {
    ([ 8, 1]  0.001379)     ([ 8, 2]  0.001163)     ([ 8, 3]  0.001194)     ([ 8, 4]  0.001164) 
    ([ 9, 1]  0.001533)     ([ 9, 2]  0.001630)     ([ 9, 3]  0.000781)     ([ 9, 4]  0.000818) 
    ([ 1, 1]  0.001794)     ([ 1, 2]  0.001618)     ([ 1, 3]  0.000914)     ([ 1, 4]  0.000923) 
    ([ 2, 1]  0.001082)     ([ 2, 2]  0.001105)     ([ 2, 3]  0.001595)     ([ 2, 4]  0.000737) 
  }
  From:  (1, 4)  {
    ([ 8, 2]  0.001370)     ([ 8, 3]  0.001105)     ([ 8, 4]  0.000663)     ([ 8, 5]  0.001540) 
    ([ 9, 2]  0.001151)     ([ 9, 3]  0.001159)     ([ 9, 4]  0.001323)     ([ 9, 5]  0.001617) 
    ([ 1, 2]  0.001004)     ([ 1, 3]  0.001035)     ([ 1, 4]  0.001352)     ([ 1, 5]  0.001714) 
    ([ 2, 2]  0.000898)     ([ 2, 3]  0.000866)     ([ 2, 4]  0.001671)     ([ 2, 5]  0.001517) 
  }
  From:  (1, 5)  {
    ([ 8, 3]  0.001488)     ([ 8, 4]  0.000708)     ([ 8, 5]  0.001182)     ([ 8, 6]  0.001159) 
    ([ 9, 3]  0.001686)     ([ 9, 4]  0.000815)     ([ 9, 5]  0.001535)     ([ 9, 6]  0.001366) 
    ([ 1, 3]  0.001149)     ([ 1, 4]  0.000860)     ([ 1, 5]  0.000689)     ([ 1, 6]  0.000904) 
    ([ 2, 3]  0.001112)     ([ 2, 4]  0.001799)     ([ 2, 5]  0.001682)     ([ 2, 6]  0.001578) 
  }
  From:  (1, 6)  {
    ([ 8, 4]  0.001772)     ([ 8, 5]  0.000717)     ([ 8, 6]  0.001646)     ([ 8, 7]  0.001472) 
    ([ 9, 4]  0.001216)     ([ 9, 5]  0.000987)     ([ 9, 6]  0.001492)     ([ 9, 7]  0.001294) 
    ([ 1, 4]  0.001526)     ([ 1, 5]  0.001262)     ([ 1, 6]  0.000654)     ([ 1, 7]  0.000747) 
    ([ 2, 4]  0.001794)     ([ 2, 5]  0.001645)     ([ 2, 6]  0.001630)     ([ 2, 7]  0.001212) 
  }
  From:  (1, 7)  {
    ([ 8, 5]  0.001295)     ([ 8, 6]  0.001517)     ([ 8, 7]  0.001523)     ([ 8, 8]  0.001005) 
    ([ 9, 5]  0.001712)     ([ 9, 6]  0.001626)     ([ 9, 7]  0.001704)     ([ 9, 8]  0.000975) 
    ([ 1, 5]  0.001121)     ([ 1, 6]  0.001775)     ([ 1, 7]  0.000698)     ([ 1, 8]  0.001542) 
    ([ 2, 5]  0.000808)     ([ 2, 6]  0.001029)     ([ 2, 7]  0.000832)     ([ 2, 8]  0.000838) 
  }
  From:  (1, 8)  {
    ([ 8, 6]  0.001208)     ([ 8, 7]  0.001144)     ([ 8, 8]  0.001511)     ([ 8, 9]  0.001810) 
    ([ 9, 6]  0.001107)     ([ 9, 7]  0.001114)     ([ 9, 8]  0.001667)     ([ 9, 9]  0.001445) 
    ([ 1, 6]  0.000976)     ([ 1, 7]  0.001666)     ([ 1, 8]  0.001120)     ([ 1, 9]  0.001672) 
    ([ 2, 6]  0.001749)     ([ 2, 7]  0.000801)     ([ 2, 8]  0.000738)     ([ 2, 9]  0.000963) 
  }
  From:  (1, 9)  {
    ([ 8, 7]  0.001229)     ([ 8, 8]  0.000999)     ([ 8, 9]  0.001223)     ([ 8, 1]  0.000867) 
    ([ 9, 7]  0.001394)     ([ 9, 8]  0.001579)     ([ 9, 9]  0.000719)     ([ 9, 1]  0.001266) 
    ([ 1, 7]  0.001699)     ([ 1, 8]  0.000909)     ([ 1, 9]  0.000682)     ([ 1, 1]  0.001327) 
    ([ 2, 7]  0.001344)     ([ 2, 8]  0.001341)     ([ 2, 9]  0.000704)     ([ 2, 1]  0.001753) 
  }
  From:  (2, 1)  {
    ([ 9, 8]  0.000886)     ([ 9, 9]  0.001712)     ([ 9, 1]  0.001032)     ([ 9, 2]  0.001587) 
    ([ 1, 8]  0.000710)     ([ 1, 9]  0.000974)     ([ 1, 1]  0.000873)     ([ 1, 2]  0.001196) 
    ([ 2, 8]  0.001183)     ([ 2, 9]  0.000671)     ([ 2, 1]  0.000847)     ([ 2, 2]  0.000826) 
    ([ 3, 8]  0.001083)     ([ 3, 9]  0.001716)     ([ 3, 1]  0.001190)     ([ 3, 2]  0.001827) 
  }
  From:  (2, 2)  {
    ([ 9, 9]  0.000786)     ([ 9, 1]  0.001188)     ([ 9, 2]  0.000910)     ([ 9, 3]  0.001584) 
    ([ 1, 9]  0.001302)     ([ 1, 1]  0.001520)     ([ 1, 2]  0.001501)     ([ 1, 3]  0.000828) 
    ([ 2, 9]  0.001530)     ([ 2, 1]  0.001788)     ([ 2, 2]  0.000799)     ([ 2, 3]  0.001461) 
    ([ 3, 9]  0.001199)     ([ 3, 1]  0.001231)     ([ 3, 2]  0.001629)     ([ 3, 3]  0.001272) 
  }
  From:  (2, 3)  {
    ([ 9, 1]  0.001010)     ([ 9, 2]  0.000970)     ([ 9, 3]  0.001394)     ([ 9, 4]  0.000928) 
    ([ 1, 1]  0.001672)     ([ 1, 2]  0.001396)     ([ 1, 3]  0.001414)     ([ 1, 4]  0.000964) 
    ([ 2, 1]  0.001059)     ([ 2, 2]  0.001143)     ([ 2, 3]  0.001718)     ([ 2, 4]  0.001398) 
    ([ 3, 1]  0.000911)     ([ 3, 2]  0.001326)     ([ 3, 3]  0.001759)     ([ 3, 4]  0.001352) 
  }
  From:  (2, 4)  {
    ([ 9, 2]  0.001706)     ([ 9, 3]  0.001209)     ([ 9, 4]  0.001283)     ([ 9, 5]  0.001275) 
    ([ 1, 2]  0.001834)     ([ 1, 3]  0.001111)     ([ 1, 4]  0.001014)     ([ 1, 5]  0.001701) 
    ([ 2, 2]  0.001774)     ([ 2, 3]  0.000992)     ([ 2, 4]  0.001716)     ([ 2, 5]  0.000671) 
    ([ 3, 2]  0.001113)     ([ 3, 3]  0.001724)     ([ 3, 4]  0.000789)     ([ 3, 5]  0.001642) 
  }
  From:  (2, 5)  {
    ([ 9, 3]  0.001373)     ([ 9, 4]  0.001675)     ([ 9, 5]  0.001358)     ([ 9, 6]  0.001025) 
    ([ 1, 3]  0.001467)     ([ 1, 4]  0.000676)     ([ 1, 5]  0.001748)     ([ 1, 6]  0.001268) 
    ([ 2, 3]  0.001476)     ([ 2, 4]  0.000901)     ([ 2, 5]  0.001032)     ([ 2, 6]  0.001591) 
    ([ 3, 3]  0.000654)     ([ 3, 4]  0.000657)     ([ 3, 5]  0.001035)     ([ 3, 6]  0.001060) 
  }
  From:  (2, 6)  {
    ([ 9, 4]  0.001116)     ([ 9, 5]  0.000759)     ([ 9, 6]  0.001210)     ([ 9, 7]  0.001593) 
    ([ 1, 4]  0.001392)     ([ 1, 5]  0.001133)     ([ 1, 6]  0.000990)     ([ 1, 7]  0.001357) 
    ([ 2, 4]  0.000890)     ([ 2, 5]  0.001311)     ([ 2, 6]  0.000771)     ([ 2, 7]  0.001469) 
    ([ 3, 4]  0.001461)     ([ 3, 5]  0.001569)     ([ 3, 6]  0.001725)     ([ 3, 7]  0.000654) 
  }
  From:  (2, 7)  {
    ([ 9, 5]  0.001155)     ([ 9, 6]  0.001496)     ([ 9, 7]  0.000981)     ([ 9, 8]  0.001591) 
    ([ 1, 5]  0.001833)     ([ 1, 6]  0.000868)     ([ 1, 7]  0.000922)     ([ 1, 8]  0.000923) 
    ([ 2, 5]  0.001835)     ([ 2, 6]  0.001355)     ([ 2, 7]  0.001029)     ([ 2, 8]  0.001232) 
    ([ 3, 5]  0.000751)     ([ 3, 6]  0.000806)     ([ 3, 7]  0.001484)     ([ 3, 8]  0.001640) 
  }
  From:  (2, 8)  {
    ([ 9, 6]  0.001444)     ([ 9, 7]  0.001753)     ([ 9, 8]  0.000729)     ([ 9, 9]  0.001022) 
    ([ 1, 6]  0.000721)     ([ 1, 7]  0.001180)     ([ 1, 8]  0.001203)     ([ 1, 9]  0.001694) 
    ([ 2, 6]  0.001213)     ([ 2, 7]  0.001008)     ([ 2, 8]  0.001559)     ([ 2, 9]  0.001452) 
    ([ 3, 6]  0.001426)     ([ 3, 7]  0.001069)     ([ 3, 8]  0.001160)     ([ 3, 9]  0.001531) 
  }
  From:  (2, 9)  {
    ([ 9, 7]  0.000917)     ([ 9, 8]  0.001385)     ([ 9, 9]  0.001592)     ([ 9, 1]  0.000965) 
    ([ 1, 7]  0.000907)     ([ 1, 8]  0.001014)     ([ 1, 9]  0.001812)     ([ 1, 1]  0.001631) 
    ([ 2, 7]  0.000654)     ([ 2, 8]  0.000731)     ([ 2, 9]  0.001448)     ([ 2, 1]  0.001220) 
    ([ 3, 7]  0.001203)     ([ 3, 8]  0.000929)     ([ 3, 9]  0.001302)     ([ 3, 1]  0.000884) 
  }
  From:  (3, 1)  {
    ([ 1, 8]  0.000828)     ([ 1, 9]  0.001552)     ([ 1, 1]  0.000737)     ([ 1, 2]  0.001224) 
    ([ 2, 8]  0.001003)     ([ 2, 9]  0.001438)     ([ 2, 1]  0.001695)     ([ 2, 2]  0.000772) 
    ([ 3, 8]  0.001654)     ([ 3, 9]  0.001180)     ([ 3, 1]  0.000703)     ([ 3, 2]  0.001746) 
    ([ 4, 8]  0.000651)     ([ 4, 9]  0.001463)     ([ 4, 1]  0.001814)     ([ 4, 2]  0.000905) 
  }
  From:  (3, 2)  {
    ([ 1, 9]  0.000812)     ([ 1, 1]  0.000686)     ([ 1, 2]  0.001598)     ([ 1, 3]  0.001092) 
    ([ 2, 9]  0.001623)     ([ 2, 1]  0.001328)     ([ 2, 2]  0.000936)     ([ 2, 3]  0.001397) 
    ([ 3, 9]  0.001464)     ([ 3, 1]  0.001447)     ([ 3, 2]  0.000694)     ([ 3, 3]  0.000811) 
    ([ 4, 9]  0.001403)     ([ 4, 1]  0.001499)     ([ 4, 2]  0.001808)     ([ 4, 3]  0.000793) 
  }
  From:  (3, 3)  {
    ([ 1, 1]  0.001139)     ([ 1, 2]  0.001045)     ([ 1, 3]  0.001093)     ([ 1, 4]  0.001077) 
    ([ 2, 1]  0.000656)     ([ 2, 2]  0.001618)     ([ 2, 3]  0.001502)     ([ 2, 4]  0.001338) 
    ([ 3, 1]  0.001751)     ([ 3, 2]  0.001249)     ([ 3, 3]  0.001518)     ([ 3, 4]  0.001565) 
    ([ 4, 1]  0.001680)     ([ 4, 2]  0.001748)     ([ 4, 3]  0.000677)     ([ 4, 4]  0.001396) 
  }
  From:  (3, 4)  {
    ([ 1, 2]  0.000908)     ([ 1, 3]  0.001536)     ([ 1, 4]  0.001564)     ([ 1, 5]  0.001112) 
    ([ 2, 2]  0.001230)     ([ 2, 3]  0.001795)     ([ 2, 4]  0.001642)     ([ 2, 5]  0.000851) 
    ([ 3, 2]  0.001431)     ([ 3, 3]  0.001378)     ([ 3, 4]  0.000780)     ([ 3, 5]  0.001605) 
    ([ 4, 2]  0.001260)     ([ 4, 3]  0.001561)     ([ 4, 4]  0.001731)     ([ 4, 5]  0.001242) 
  }
  From:  (3, 5)  {
    ([ 1, 3]  0.000916)     ([ 1, 4]  0.000938)     ([ 1, 5]  0.001279)     ([ 1, 6]  0.001010) 
    ([ 2, 3]  0.000814)     ([ 2, 4]  0.001828)     ([ 2, 5]  0.000892)     ([ 2, 6]  0.001494) 
    ([ 3, 3]  0.000873)     ([ 3, 4]  0.000879)     ([ 3, 5]  0.001148)     ([ 3, 6]  0.001686) 
    ([ 4, 3]  0.001296)     ([ 4, 4]  0.001111)     ([ 4, 5]  0.001600)     ([ 4, 6]  0.000700) 
  }
  From:  (3, 6)  {
    ([ 1, 4]  0.001817)     ([ 1, 5]  0.001703)     ([ 1, 6]  0.001469)     ([ 1, 7]  0.001661) 
    ([ 2, 4]  0.001221)     ([ 2, 5]  0.000837)     ([ 2, 6]  0.001279)     ([ 2, 7]  0.000951) 
    ([ 3, 4]  0.000807)     ([ 3, 5]  0.001718)     ([ 3, 6]  0.001180)     ([ 3, 7]  0.001183) 
    ([ 4, 4]  0.000988)     ([ 4, 5]  0.001191)     ([ 4, 6]  0.000993)     ([ 4, 7]  0.001027) 
  }
  From:  (3, 7)  {
    ([ 1, 5]  0.001307)     ([ 1, 6]  0.001093)     ([ 1, 7]  0.001021)     ([ 1, 8]  0.000800) 
    ([ 2, 5]  0.001611)     ([ 2, 6]  0.001474)     ([ 2, 7]  0.000727)     ([ 2, 8]  0.001071) 
    ([ 3, 5]  0.001497)     ([ 3, 6]  0.001279)     ([ 3, 7]  0.000835)     ([ 3, 8]  0.000948) 
    ([ 4, 5]  0.001664)     ([ 4, 6]  0.001376)     ([ 4, 7]  0.001508)     ([ 4, 8]  0.000856) 
  }
  From:  (3, 8)  {
    ([ 1, 6]  0.001186)     ([ 1, 7]  0.000915)     ([ 1, 8]  0.001841)     ([ 1, 9]  0.001836) 
    ([ 2, 6]  0.001338)     ([ 2, 7]  0.001027)     ([ 2, 8]  0.001010)     ([ 2, 9]  0.000892) 
    ([ 3, 6]  0.001495)     ([ 3, 7]  0.001204)     ([ 3, 8]  0.001720)     ([ 3, 9]  0.000839) 
    ([ 4, 6]  0.001375)     ([ 4, 7]  0.000907)     ([ 4, 8]  0.000879)     ([ 4, 9]  0.001071) 
  }
  From:  (3, 9)  {
    ([ 1, 7]  0.001218)     ([ 1, 8]  0.000749)     ([ 1, 9]  0.001661)     ([ 1, 1]  0.000732) 
    ([ 2, 7]  0.001122)     ([ 2, 8]  0.001473)     ([ 2, 9]  0.001022)     ([ 2, 1]  0.000933) 
    ([ 3, 7]  0.001202)     ([ 3, 8]  0.000816)     ([ 3, 9]  0.000987)     ([ 3, 1]  0.001242) 
    ([ 4, 7]  0.000905)     ([ 4, 8]  0.001816)     ([ 4, 9]  0.001621)     ([ 4, 1]  0.000685) 
  }
  From:  (4, 1)  {
    ([ 2, 8]  0.001530)     ([ 2, 9]  0.001139)     ([ 2, 1]  0.001139)     ([ 2, 2]  0.001417) 
    ([ 3, 8]  0.001410)     ([ 3, 9]  0.001032)     ([ 3, 1]  0.000935)     ([ 3, 2]  0.001411) 
    ([ 4, 8]  0.001357)     ([ 4, 9]  0.001157)     ([ 4, 1]  0.001147)     ([ 4, 2]  0.001119) 
    ([ 5, 8]  0.000674)     ([ 5, 9]  0.001040)     ([ 5, 1]  0.000878)     ([ 5, 2]  0.001240) 
  }
  From:  (4, 2)  {
    ([ 2, 9]  0.001282)     ([ 2, 1]  0.000922)     ([ 2, 2]  0.001413)     ([ 2, 3]  0.001261) 
    ([ 3, 9]  0.001268)     ([ 3, 1]  0.001134)     ([ 3, 2]  0.001233)     ([ 3, 3]  0.001116) 
    ([ 4, 9]  0.001625)     ([ 4, 1]  0.000725)     ([ 4, 2]  0.001562)     ([ 4, 3]  0.001068) 
    ([ 5, 9]  0.000907)     ([ 5, 1]  0.000965)     ([ 5, 2]  0.001218)     ([ 5, 3]  0.000869) 
  }
  From:  (4, 3)  {
    ([ 2, 1]  0.001005)     ([ 2, 2]  0.001562)     ([ 2, 3]  0.001732)     ([ 2, 4]  0.001618) 
    ([ 3, 1]  0.001498)     ([ 3, 2]  0.000917)     ([ 3, 3]  0.001223)     ([ 3, 4]  0.000737) 
    ([ 4, 1]  0.000763)     ([ 4, 2]  0.000742)     ([ 4, 3]  0.001334)     ([ 4, 4]  0.001820) 
    ([ 5, 1]  0.001074)     ([ 5, 2]  0.001068)     ([ 5, 3]  0.000923)     ([ 5, 4]  0.001769) 
  }
  From:  (4, 4)  {
    ([ 2, 2]  0.001625)     ([ 2, 3]  0.001583)     ([ 2, 4]  0.000713)     ([ 2, 5]  0.001031) 
    ([ 3, 2]  0.000674)     ([ 3, 3]  0.000686)     ([ 3, 4]  0.001468)     ([ 3, 5]  0.001658) 
    ([ 4, 2]  0.000944)     ([ 4, 3]  0.001160)     ([ 4, 4]  0.000844)     ([ 4, 5]  0.001633) 
    ([ 5, 2]  0.001037)     ([ 5, 3]  0.001105)     ([ 5, 4]  0.000657)     ([ 5, 5]  0.001002) 
  }
  From:  (4, 5)  {
    ([ 2, 3]  0.001658)     ([ 2, 4]  0.000798)     ([ 2, 5]  0.001050)     ([ 2, 6]  0.001734) 
    ([ 3, 3]  0.000715)     ([ 3, 4]  0.001043)     ([ 3, 5]  0.001061)     ([ 3, 6]  0.001150) 
    ([ 4, 3]  0.001817)     ([ 4, 4]  0.000965)     ([ 4, 5]  0.001267)     ([ 4, 6]  0.001242) 
    ([ 5, 3]  0.000879)     ([ 5, 4]  0.001407)     ([ 5, 5]  0.000966)     ([ 5, 6]  0.001844) 
  }
  From:  (4, 6)  {
    ([ 2, 4]  0.001833)     ([ 2, 5]  0.000883)     ([ 2, 6]  0.001442)     ([ 2, 7]  0.001401) 
    ([ 3, 4]  0.001651)     ([ 3, 5]  0.001155)     ([ 3, 6]  0.001132)     ([ 3, 7]  0.001262) 
    ([ 4, 4]  0.000661)     ([ 4, 5]  0.001230)     ([ 4, 6]  0.001833)     ([ 4, 7]  0.000818) 
    ([ 5, 4]  0.001804)     ([ 5, 5]  0.001503)     ([ 5, 6]  0.000685)     ([ 5, 7]  0.000695) 
  }
  From:  (4, 7)  {
    ([ 2, 5]  0.001743)     ([ 2, 6]  0.000881)     ([ 2, 7]  0.000853)     ([ 2, 8]  0.001117) 
    ([ 3, 5]  0.001654)     ([ 3, 6]  0.000770)     ([ 3, 7]  0.001030)     ([ 3, 8]  0.000893) 
    ([ 4, 5]  0.001439)     ([ 4, 6]  0.001050)     ([ 4, 7]  0.000736)     ([ 4, 8]  0.001740) 
    ([ 5, 5]  0.000801)     ([ 5, 6]  0.001278)     ([ 5, 7]  0.000990)     ([ 5, 8]  0.001085) 
  }
  From:  (4, 8)  {
    ([ 2, 6]  0.001620)     ([ 2, 7]  0.001598)     ([ 2, 8]  0.000863)     ([ 2, 9]  0.000820) 
    ([ 3, 6]  0.001209)     ([ 3, 7]  0.001665)     ([ 3, 8]  0.001389)     ([ 3, 9]  0.001595) 
    ([ 4, 6]  0.001459)     ([ 4, 7]  0.000825)     ([ 4, 8]  0.001548)     ([ 4, 9]  0.001325) 
    ([ 5, 6]  0.001568)     ([ 5, 7]  0.001660)     ([ 5, 8]  0.001090)     ([ 5, 9]  0.001221) 
  }
  From:  (4, 9)  {
    ([ 2, 7]  0.000884)     ([ 2, 8]  0.001113)     ([ 2, 9]  0.001388)     ([ 2, 1]  0.001736) 
    ([ 3, 7]  0.001095)     ([ 3, 8]  0.001690)     ([ 3, 9]  0.000756)     ([ 3, 1]  0.000717) 
    ([ 4, 7]  0.001239)     ([ 4, 8]  0.001067)     ([ 4, 9]  0.001848)     ([ 4, 1]  0.000713) 
    ([ 5, 7]  0.000777)     ([ 5, 8]  0.001704)     ([ 5, 9]  0.001290)     ([ 5, 1]  0.001733) 
  }
  From:  (5, 1)  {
    ([ 3, 8]  0.001083)     ([ 3, 9]  0.001674)     ([ 3, 1]  0.001619)     ([ 3, 2]  0.001453) 
    ([ 4, 8]  0.001640)     ([ 4, 9]  0.000819)     ([ 4, 1]  0.001843)     ([ 4, 2]  0.001848) 
    ([ 5, 8]  0.001367)     ([ 5, 9]  0.000692)     ([ 5, 1]  0.001537)     ([ 5, 2]  0.001078) 
    ([ 6, 8]  0.001758)     ([ 6, 9]  0.001153)     ([ 6, 1]  0.001076)     ([ 6, 2]  0.001771) 
  }
  From:  (5, 2)  {
    ([ 3, 9]  0.000976)     ([ 3, 1]  0.001598)     ([ 3, 2]  0.001197)     ([ 3, 3]  0.001741) 
    ([ 4, 9]  0.001085)     ([ 4, 1]  0.000991)     ([ 4, 2]  0.001343)     ([ 4, 3]  0.001288) 
    ([ 5, 9]  0.001810)     ([ 5, 1]  0.001072)     ([ 5, 2]  0.001179)     ([ 5, 3]  0.001475) 
    ([ 6, 9]  0.001165)     ([ 6, 1]  0.000878)     ([ 6, 2]  0.001025)     ([ 6, 3]  0.000761) 
  }
  From:  (5, 3)  {
    ([ 3, 1]  0.001712)     ([ 3, 2]  0.000970)     ([ 3, 3]  0.001743)     ([ 3, 4]  0.000687) 
    ([ 4, 1]  0.000832)     ([ 4, 2]  0.001304)     ([ 4, 3]  0.001201)     ([ 4, 4]  0.001257) 
    ([ 5, 1]  0.001733)     ([ 5, 2]  0.001256)     ([ 5, 3]  0.000944)     ([ 5, 4]  0.000919) 
    ([ 6, 1]  0.001170)     ([ 6, 2]  0.001846)     ([ 6, 3]  0.000870)     ([ 6, 4]  0.001717) 
  }
  From:  (5, 4)  {
    ([ 3, 2]  0.000980)     ([ 3, 3]  0.001775)     ([ 3, 4]  0.001579)     ([ 3, 5]  0.001609) 
    ([ 4, 2]  0.000998)     ([ 4, 3]  0.001490)     ([ 4, 4]  0.000797)     ([ 4, 5]  0.001387) 
    ([ 5, 2]  0.001828)     ([ 5, 3]  0.001449)     ([ 5, 4]  0.000889)     ([ 5, 5]  0.001041) 
    ([ 6, 2]  0.001653)     ([ 6, 3]  0.001476)     ([ 6, 4]  0.001557)     ([ 6, 5]  0.001594) 
  }
  From:  (5, 5)  {
    ([ 3, 3]  0.000772)     ([ 3, 4]  0.001637)     ([ 3, 5]  0.001350)     ([ 3, 6]  0.001513) 
    ([ 4, 3]  0.001717)     ([ 4, 4]  0.000703)     ([ 4, 5]  0.000803)     ([ 4, 6]  0.000769) 
    ([ 5, 3]  0.000692)     ([ 5, 4]  0.000740)     ([ 5, 5]  0.000874)     ([ 5, 6]  0.000969) 
    ([ 6, 3]  0.000921)     ([ 6, 4]  0.001174)     ([ 6, 5]  0.001079)     ([ 6, 6]  0.001816) 
  }
  From:  (5, 6)  {
    ([ 3, 4]  0.001189)     ([ 3, 5]  0.000993)     ([ 3, 6]  0.000877)     ([ 3, 7]  0.000873) 
    ([ 4, 4]  0.001700)     ([ 4, 5]  0.000954)     ([ 4, 6]  0.001197)     ([ 4, 7]  0.001438) 
    ([ 5, 4]  0.001370)     ([ 5, 5]  0.000787)     ([ 5, 6]  0.000678)     ([ 5, 7]  0.001446) 
    ([ 6, 4]  0.000725)     ([ 6, 5]  0.001384)     ([ 6, 6]  0.000812)     ([ 6, 7]  0.001501) 
  }
  From:  (5, 7)  {
    ([ 3, 5]  0.000918)     ([ 3, 6]  0.001097)     ([ 3, 7]  0.001784)     ([ 3, 8]  0.000861) 
    ([ 4, 5]  0.000966)     ([ 4, 6]  0.001563)     ([ 4, 7]  0.001335)     ([ 4, 8]  0.000900) 
    ([ 5, 5]  0.001099)     ([ 5, 6]  0.001825)     ([ 5, 7]  0.000782)     ([ 5, 8]  0.001022) 
    ([ 6, 5]  0.001711)     ([ 6, 6]  0.000665)     ([ 6, 7]  0.000684)     ([ 6, 8]  0.001616) 
  }
  From:  (5, 8)  {
    ([ 3, 6]  0.001029)     ([ 3, 7]  0.001249)     ([ 3, 8]  0.001254)     ([ 3, 9]  0.000650) 
    ([ 4, 6]  0.000869)     ([ 4, 7]  0.000934)     ([ 4, 8]  0.001622)     ([ 4, 9]  0.001813) 
    ([ 5, 6]  0.001554)     ([ 5, 7]  0.001227)     ([ 5, 8]  0.001639)     ([ 5, 9]  0.000726) 
    ([ 6, 6]  0.001566)     ([ 6, 7]  0.001205)     ([ 6, 8]  0.001615)     ([ 6, 9]  0.001321) 
  }
  From:  (5, 9)  {
    ([ 3, 7]  0.001247)     ([ 3, 8]  0.001605)     ([ 3, 9]  0.000675)     ([ 3, 1]  0.001090) 
    ([ 4, 7]  0.001526)     ([ 4, 8]  0.001230)     ([ 4, 9]  0.001434)     ([ 4, 1]  0.000820) 
    ([ 5, 7]  0.001483)     ([ 5, 8]  0.000836)     ([ 5, 9]  0.001367)     ([ 5, 1]  0.001686) 
    ([ 6, 7]  0.000668)     ([ 6, 8]  0.001013)     ([ 6, 9]  0.001299)     ([ 6, 1]  0.001827) 
  }
  From:  (6, 1)  {
    ([ 4, 8]  0.001527)     ([ 4, 9]  0.001849)     ([ 4, 1]  0.000971)     ([ 4, 2]  0.000760) 
    ([ 5, 8]  0.001724)     ([ 5, 9]  0.001727)     ([ 5, 1]  0.001634)     ([ 5, 2]  0.001528) 
    ([ 6, 8]  0.001384)     ([ 6, 9]  0.001357)     ([ 6, 1]  0.001267)     ([ 6, 2]  0.000931) 
    ([ 7, 8]  0.000884)     ([ 7, 9]  0.001456)     ([ 7, 1]  0.000657)     ([ 7, 2]  0.001079) 
  }
  From:  (6, 2)  {
    ([ 4, 9]  0.000739)     ([ 4, 1]  0.001717)     ([ 4, 2]  0.001795)     ([ 4, 3]  0.000850) 
    ([ 5, 9]  0.000995)     ([ 5, 1]  0.000823)     ([ 5, 2]  0.001057)     ([ 5, 3]  0.001040) 
    ([ 6, 9]  0.001664)     ([ 6, 1]  0.001347)     ([ 6, 2]  0.000794)     ([ 6, 3]  0.001824) 
    ([ 7, 9]  0.000658)     ([ 7, 1]  0.000986)     ([ 7, 2]  0.001176)     ([ 7, 3]  0.001846) 
  }
  From:  (6, 3)  {
    ([ 4, 1]  0.000799)     ([ 4, 2]  0.001371)     ([ 4, 3]  0.000868)     ([ 4, 4]  0.001300) 
    ([ 5, 1]  0.001571)     ([ 5, 2]  0.001188)     ([ 5, 3]  0.001374)     ([ 5, 4]  0.001340) 
    ([ 6, 1]  0.001379)     ([ 6, 2]  0.001820)     ([ 6, 3]  0.000957)     ([ 6, 4]  0.001727) 
    ([ 7, 1]  0.000839)     ([ 7, 2]  0.000843)     ([ 7, 3]  0.000938)     ([ 7, 4]  0.001090) 
  }
  From:  (6, 4)  {
    ([ 4, 2]  0.001329)     ([ 4, 3]  0.000658)     ([ 4, 4]  0.001084)     ([ 4, 5]  0.000984) 
    ([ 5, 2]  0.000852)     ([ 5, 3]  0.000916)     ([ 5, 4]  0.001262)     ([ 5, 5]  0.001296) 
    ([ 6, 2]  0.001176)     ([ 6, 3]  0.001288)     ([ 6, 4]  0.000983)     ([ 6, 5]  0.001715) 
    ([ 7, 2]  0.001353)     ([ 7, 3]  0.001422)     ([ 7, 4]  0.000719)     ([ 7, 5]  0.000664) 
  }
  From:  (6, 5)  {
    ([ 4, 3]  0.001460)     ([ 4, 4]  0.000762)     ([ 4, 5]  0.001837)     ([ 4, 6]  0.001598) 
    ([ 5, 3]  0.000678)     ([ 5, 4]  0.001071)     ([ 5, 5]  0.001434)     ([ 5, 6]  0.000838) 
    ([ 6, 3]  0.001569)     ([ 6, 4]  0.000727)     ([ 6, 5]  0.000709)     ([ 6, 6]  0.000807) 
    ([ 7, 3]  0.001720)     ([ 7, 4]  0.001007)     ([ 7, 5]  0.001602)     ([ 7, 6]  0.000958) 
  }
  From:  (6, 6)  {
    ([ 4, 4]  0.000803)     ([ 4, 5]  0.001343)     ([ 4, 6]  0.001544)     ([ 4, 7]  0.001005) 
    ([ 5, 4]  0.001229)     ([ 5, 5]  0.001185)     ([ 5, 6]  0.001314)     ([ 5, 7]  0.000719) 
    ([ 6, 4]  0.000902)     ([ 6, 5]  0.001458)     ([ 6, 6]  0.000799)     ([ 6, 7]  0.000748) 
    ([ 7, 4]  0.001009)     ([ 7, 5]  0.000790)     ([ 7, 6]  0.001290)     ([ 7, 7]  0.001000) 
  }
  From:  (6, 7)  {
    ([ 4, 5]  0.001302)     ([ 4, 6]  0.000940)     ([ 4, 7]  0.001231)     ([ 4, 8]  0.001782) 
    ([ 5, 5]  0.000803)     ([ 5, 6]  0.001109)     ([ 5, 7]  0.001440)     ([ 5, 8]  0.001017) 
    ([ 6, 5]  0.001759)     ([ 6, 6]  0.001420)     ([ 6, 7]  0.001637)     ([ 6, 8]  0.001551) 
    ([ 7, 5]  0.001026)     ([ 7, 6]  0.001552)     ([ 7, 7]  0.001288)     ([ 7, 8]  0.000927) 
  }
  From:  (6, 8)  {
    ([ 4, 6]  0.001687)     ([ 4, 7]  0.001460)     ([ 4, 8]  0.001526)     ([ 4, 9]  0.000917) 
    ([ 5, 6]  0.001376)     ([ 5, 7]  0.000809)     ([ 5, 8]  0.001781)     ([ 5, 9]  0.001127) 
    ([ 6, 6]  0.001490)     ([ 6, 7]  0.000742)     ([ 6, 8]  0.000865)     ([ 6, 9]  0.000910) 
    ([ 7, 6]  0.001657)     ([ 7, 7]  0.001343)     ([ 7, 8]  0.000977)     ([ 7, 9]  0.000797) 
  }
  From:  (6, 9)  {
    ([ 4, 7]  0.001815)     ([ 4, 8]  0.001029)     ([ 4, 9]  0.001315)     ([ 4, 1]  0.001352) 
    ([ 5, 7]  0.000827)     ([ 5, 8]  0.001621)     ([ 5, 9]  0.001635)     ([ 5, 1]  0.001180) 
    ([ 6, 7]  0.000853)     ([ 6, 8]  0.000990)     ([ 6, 9]  0.001096)     ([ 6, 1]  0.001467) 
    ([ 7, 7]  0.001507)     ([ 7, 8]  0.001588)     ([ 7, 9]  0.000859)     ([ 7, 1]  0.000724) 
  }
  From:  (7, 1)  {
    ([ 5, 8]  0.001511)     ([ 5, 9]  0.001116)     ([ 5, 1]  0.001704)     ([ 5, 2]  0.001204) 
    ([ 6, 8]  0.000725)     ([ 6, 9]  0.000686)     ([ 6, 1]  0.000981)     ([ 6, 2]  0.001644) 
    ([ 7, 8]  0.000801)     ([ 7, 9]  0.001686)     ([ 7, 1]  0.001373)     ([ 7, 2]  0.000666) 
    ([ 8, 8]  0.001005)     ([ 8, 9]  0.001686)     ([ 8, 1]  0.001794)     ([ 8, 2]  0.001283) 
  }
  From:  (7, 2)  {
    ([ 5, 9]  0.001196)     ([ 5, 1]  0.001475)     ([ 5, 2]  0.001552)     ([ 5, 3]  0.001428) 
    ([ 6, 9]  0.001133)     ([ 6, 1]  0.001585)     ([ 6, 2]  0.001760)     ([ 6, 3]  0.001472) 
    ([ 7, 9]  0.001620)     ([ 7, 1]  0.001105)     ([ 7, 2]  0.001421)     ([ 7, 3]  0.001572) 
    ([ 8, 9]  0.001742)     ([ 8, 1]  0.000830)     ([ 8, 2]  0.001084)     ([ 8, 3]  0.000661) 
  }
  From:  (7, 3)  {
    ([ 5, 1]  0.000663)     ([ 5, 2]  0.000981)     ([ 5, 3]  0.001590)     ([ 5, 4]  0.000948) 
    ([ 6, 1]  0.000744)     ([ 6, 2]  0.000984)     ([ 6, 3]  0.001069)     ([ 6, 4]  0.000823) 
    ([ 7, 1]  0.001469)     ([ 7, 2]  0.001284)     ([ 7, 3]  0.001100)     ([ 7, 4]  0.001596) 
    ([ 8, 1]  0.001739)     ([ 8, 2]  0.000894)     ([ 8, 3]  0.001671)     ([ 8, 4]  0.001557) 
  }
  From:  (7, 4)  {
    ([ 5, 2]  0.000658)     ([ 5, 3]  0.001078)     ([ 5, 4]  0.001093)     ([ 5, 5]  0.001700) 
    ([ 6, 2]  0.001149)     ([ 6, 3]  0.001620)     ([ 6, 4]  0.001812)     ([ 6, 5]  0.000743) 
    ([ 7, 2]  0.001825)     ([ 7, 3]  0.001092)     ([ 7, 4]  0.001327)     ([ 7, 5]  0.001463) 
    ([ 8, 2]  0.000668)     ([ 8, 3]  0.001546)     ([ 8, 4]  0.000906)     ([ 8, 5]  0.000758) 
  }
  From:  (7, 5)  {
    ([ 5, 3]  0.000993)     ([ 5, 4]  0.001356)     ([ 5, 5]  0.001392)     ([ 5, 6]  0.001039) 
    ([ 6, 3]  0.001081)     ([ 6, 4]  0.001355)     ([ 6, 5]  0.001185)     ([ 6, 6]  0.000707) 
    ([ 7, 3]  0.001385)     ([ 7, 4]  0.001470)     ([ 7, 5]  0.001292)     ([ 7, 6]  0.001402) 
    ([ 8, 3]  0.001171)     ([ 8, 4]  0.000893)     ([ 8, 5]  0.000678)     ([ 8, 6]  0.000671) 
  }
  From:  (7, 6)  {
    ([ 5, 4]  0.001478)     ([ 5, 5]  0.000735)     ([ 5, 6]  0.001297)     ([ 5, 7]  0.001156) 
    ([ 6, 4]  0.001189)     ([ 6, 5]  0.001385)     ([ 6, 6]  0.001325)     ([ 6, 7]  0.001644) 
    ([ 7, 4]  0.001335)     ([ 7, 5]  0.001553)     ([ 7, 6]  0.000985)     ([ 7, 7]  0.000699) 
    ([ 8, 4]  0.001592)     ([ 8, 5]  0.001106)     ([ 8, 6]  0.000934)     ([ 8, 7]  0.001085) 
  }
  From:  (7, 7)  {
    ([ 5, 5]  0.001214)     ([ 5, 6]  0.001308)     ([ 5, 7]  0.000991)     ([ 5, 8]  0.001485) 
    ([ 6, 5]  0.001625)     ([ 6, 6]  0.001088)     ([ 6, 7]  0.001255)     ([ 6, 8]  0.001639) 
    ([ 7, 5]  0.001525)     ([ 7, 6]  0.001560)     ([ 7, 7]  0.001759)     ([ 7, 8]  0.001442) 
    ([ 8, 5]  0.001708)     ([ 8, 6]  0.000994)     ([ 8, 7]  0.001774)     ([ 8, 8]  0.000877) 
  }
  From:  (7, 8)  {
    ([ 5, 6]  0.001750)     ([ 5, 7]  0.001583)     ([ 5, 8]  0.001845)     ([ 5, 9]  0.001697) 
    ([ 6, 6]  0.000989)     ([ 6, 7]  0.001738)     ([ 6, 8]  0.001767)     ([ 6, 9]  0.000822) 
    ([ 7, 6]  0.000971)     ([ 7, 7]  0.000733)     ([ 7, 8]  0.000740)     ([ 7, 9]  0.000782) 
    ([ 8, 6]  0.001040)     ([ 8, 7]  0.000746)     ([ 8, 8]  0.001319)     ([ 8, 9]  0.000764) 
  }
  From:  (7, 9)  {
    ([ 5, 7]  0.001481)     ([ 5, 8]  0.001056)     ([ 5, 9]  0.001453)     ([ 5, 1]  0.000809) 
    ([ 6, 7]  0.001289)     ([ 6, 8]  0.001204)     ([ 6, 9]  0.001071)     ([ 6, 1]  0.001271) 
    ([ 7, 7]  0.000872)     ([ 7, 8]  0.001567)     ([ 7, 9]  0.000894)     ([ 7, 1]  0.000838) 
    ([ 8, 7]  0.001712)     ([ 8, 8]  0.001674)     ([ 8, 9]  0.000984)     ([ 8, 1]  0.001750) 
  }
  From:  (8, 1)  {
    ([ 6, 8]  0.001575)     ([ 6, 9]  0.001405)     ([ 6, 1]  0.001171)     ([ 6, 2]  0.000989) 
    ([ 7, 8]  0.000940)     ([ 7, 9]  0.000762)     ([ 7, 1]  0.000685)     ([ 7, 2]  0.000917) 
    ([ 8, 8]  0.000881)     ([ 8, 9]  0.001252)     ([ 8, 1]  0.001026)     ([ 8, 2]  0.001135) 
    ([ 9, 8]  0.001212)     ([ 9, 9]  0.001022)     ([ 9, 1]  0.001715)     ([ 9, 2]  0.000972) 
  }
  From:  (8, 2)  {
    ([ 6, 9]  0.001456)     ([ 6, 1]  0.001152)     ([ 6, 2]  0.000658)     ([ 6, 3]  0.000697) 
    ([ 7, 9]  0.001686)     ([ 7, 1]  0.000897)     ([ 7, 2]  0.001398)     ([ 7, 3]  0.001388) 
    ([ 8, 9]  0.001794)     ([ 8, 1]  0.001831)     ([ 8, 2]  0.000762)     ([ 8, 3]  0.001766) 
    ([ 9, 9]  0.001406)     ([ 9, 1]  0.001252)     ([ 9, 2]  0.001208)     ([ 9, 3]  0.001217) 
  }
  From:  (8, 3)  {
    ([ 6, 1]  0.000721)     ([ 6, 2]  0.001340)     ([ 6, 3]  0.000763)     ([ 6, 4]  0.001141) 
    ([ 7, 1]  0.001582)     ([ 7, 2]  0.000792)     ([ 7, 3]  0.001265)     ([ 7, 4]  0.000704) 
    ([ 8, 1]  0.001355)     ([ 8, 2]  0.001843)     ([ 8, 3]  0.001476)     ([ 8, 4]  0.001723) 
    ([ 9, 1]  0.001434)     ([ 9, 2]  0.000953)     ([ 9, 3]  0.001829)     ([ 9, 4]  0.001431) 
  }
  From:  (8, 4)  {
    ([ 6, 2]  0.001066)     ([ 6, 3]  0.001615)     ([ 6, 4]  0.000765)     ([ 6, 5]  0.000730) 
    ([ 7, 2]  0.001450)     ([ 7, 3]  0.001630)     ([ 7, 4]  0.001226)     ([ 7, 5]  0.000960) 
    ([ 8, 2]  0.001279)     ([ 8, 3]  0.001048)     ([ 8, 4]  0.001782)     ([ 8, 5]  0.001039) 
    ([ 9, 2]  0.000681)     ([ 9, 3]  0.001802)     ([ 9, 4]  0.000938)     ([ 9, 5]  0.000944) 
  }
  From:  (8, 5)  {
    ([ 6, 3]  0.001322)     ([ 6, 4]  0.000899)     ([ 6, 5]  0.000708)     ([ 6, 6]  0.000964) 
    ([ 7, 3]  0.001658)     ([ 7, 4]  0.001698)     ([ 7, 5]  0.000781)     ([ 7, 6]  0.000827) 
    ([ 8, 3]  0.001808)     ([ 8, 4]  0.001840)     ([ 8, 5]  0.001396)     ([ 8, 6]  0.001740) 
    ([ 9, 3]  0.001691)     ([ 9, 4]  0.000936)     ([ 9, 5]  0.001522)     ([ 9, 6]  0.000832) 
  }
  From:  (8, 6)  {
    ([ 6, 4]  0.000953)     ([ 6, 5]  0.001137)     ([ 6, 6]  0.000973)     ([ 6, 7]  0.001251) 
    ([ 7, 4]  0.000927)     ([ 7, 5]  0.001837)     ([ 7, 6]  0.001632)     ([ 7, 7]  0.001190) 
    ([ 8, 4]  0.001025)     ([ 8, 5]  0.001073)     ([ 8, 6]  0.001196)     ([ 8, 7]  0.001441) 
    ([ 9, 4]  0.000962)     ([ 9, 5]  0.001429)     ([ 9, 6]  0.000726)     ([ 9, 7]  0.000692) 
  }
  From:  (8, 7)  {
    ([ 6, 5]  0.001074)     ([ 6, 6]  0.001362)     ([ 6, 7]  0.001168)     ([ 6, 8]  0.001153) 
    ([ 7, 5]  0.001538)     ([ 7, 6]  0.001622)     ([ 7, 7]  0.000693)     ([ 7, 8]  0.000761) 
    ([ 8, 5]  0.001331)     ([ 8, 6]  0.001223)     ([ 8, 7]  0.000913)     ([ 8, 8]  0.000820) 
    ([ 9, 5]  0.001114)     ([ 9, 6]  0.001125)     ([ 9, 7]  0.001124)     ([ 9, 8]  0.001003) 
  }
  From:  (8, 8)  {
    ([ 6, 6]  0.001223)     ([ 6, 7]  0.001247)     ([ 6, 8]  0.001613)     ([ 6, 9]  0.001695) 
    ([ 7, 6]  0.000784)     ([ 7, 7]  0.001663)     ([ 7, 8]  0.000668)     ([ 7, 9]  0.001703) 
    ([ 8, 6]  0.001689)     ([ 8, 7]  0.000676)     ([ 8, 8]  0.001109)     ([ 8, 9]  0.001400) 
    ([ 9, 6]  0.000698)     ([ 9, 7]  0.001453)     ([ 9, 8]  0.001490)     ([ 9, 9]  0.000680) 
  }
  From:  (8, 9)  {
    ([ 6, 7]  0.001552)     ([ 6, 8]  0.001512)     ([ 6, 9]  0.000903)     ([ 6, 1]  0.001257) 
    ([ 7, 7]  0.001579)     ([ 7, 8]  0.001170)     ([ 7, 9]  0.001205)     ([ 7, 1]  0.001536) 
    ([ 8, 7]  0.001432)     ([ 8, 8]  0.001746)     ([ 8, 9]  0.001735)     ([ 8, 1]  0.001466) 
    ([ 9, 7]  0.001264)     ([ 9, 8]  0.001333)     ([ 9, 9]  0.000808)     ([ 9, 1]  0.001632) 
  }
  From:  (9, 1)  {
    ([ 7, 8]  0.001122)     ([ 7, 9]  0.000901)     ([ 7, 1]  0.000869)     ([ 7, 2]  0.001833) 
    ([ 8, 8]  0.001798)     ([ 8, 9]  0.001163)     ([ 8, 1]  0.000779)     ([ 8, 2]  0.000662) 
    ([ 9, 8]  0.000945)     ([ 9, 9]  0.001286)     ([ 9, 1]  0.001246)     ([ 9, 2]  0.001821) 
    ([ 1, 8]  0.001013)     ([ 1, 9]  0.001009)     ([ 1, 1]  0.001575)     ([ 1, 2]  0.001354) 
  }
  From:  (9, 2)  {
    ([ 7, 9]  0.001040)     ([ 7, 1]  0.000932)     ([ 7, 2]  0.001105)     ([ 7, 3]  0.001214) 
    ([ 8, 9]  0.001443)     ([ 8, 1]  0.000883)     ([ 8, 2]  0.001325)     ([ 8, 3]  0.001156) 
    ([ 9, 9]  0.001358)     ([ 9, 1]  0.001009)     ([ 9, 2]  0.000791)     ([ 9, 3]  0.001804) 
    ([ 1, 9]  0.001091)     ([ 1, 1]  0.000945)     ([ 1, 2]  0.001403)     ([ 1, 3]  0.001605) 
  }
  From:  (9, 3)  {
    ([ 7, 1]  0.001007)     ([ 7, 2]  0.001516)     ([ 7, 3]  0.001549)     ([ 7, 4]  0.001376) 
    ([ 8, 1]  0.001013)     ([ 8, 2]  0.001089)     ([ 8, 3]  0.001203)     ([ 8, 4]  0.000783) 
    ([ 9, 1]  0.000711)     ([ 9, 2]  0.001683)     ([ 9, 3]  0.001584)     ([ 9, 4]  0.001838) 
    ([ 1, 1]  0.000802)     ([ 1, 2]  0.000968)     ([ 1, 3]  0.001027)     ([ 1, 4]  0.001309) 
  }
  From:  (9, 4)  {
    ([ 7, 2]  0.001057)     ([ 7, 3]  0.000883)     ([ 7, 4]  0.001228)     ([ 7, 5]  0.001182) 
    ([ 8, 2]  0.001772)     ([ 8, 3]  0.001337)     ([ 8, 4]  0.001534)     ([ 8, 5]  0.000724) 
    ([ 9, 2]  0.000694)     ([ 9, 3]  0.001025)     ([ 9, 4]  0.001719)     ([ 9, 5]  0.001625) 
    ([ 1, 2]  0.001716)     ([ 1, 3]  0.001138)     ([ 1, 4]  0.000846)     ([ 1, 5]  0.001184) 
  }
  From:  (9, 5)  {
    ([ 7, 3]  0.001396)     ([ 7, 4]  0.001018)     ([ 7, 5]  0.001297)     ([ 7, 6]  0.000898) 
    ([ 8, 3]  0.001559)     ([ 8, 4]  0.001581)     ([ 8, 5]  0.000779)     ([ 8, 6]  0.001078) 
    ([ 9, 3]  0.001156)     ([ 9, 4]  0.001226)     ([ 9, 5]  0.001799)     ([ 9, 6]  0.001227) 
    ([ 1, 3]  0.001736)     ([ 1, 4]  0.001494)     ([ 1, 5]  0.001587)     ([ 1, 6]  0.001692) 
  }
  From:  (9, 6)  {
    ([ 7, 4]  0.000869)     ([ 7, 5]  0.000831)     ([ 7, 6]  0.000821)     ([ 7, 7]  0.001826) 
    ([ 8, 4]  0.000705)     ([ 8, 5]  0.001684)     ([ 8, 6]  0.001106)     ([ 8, 7]  0.001458) 
    ([ 9, 4]  0.001848)     ([ 9, 5]  0.001302)     ([ 9, 6]  0.001604)     ([ 9, 7]  0.000799) 
    ([ 1, 4]  0.001816)     ([ 1, 5]  0.001292)     ([ 1, 6]  0.001267)     ([ 1, 7]  0.001322) 
  }
  From:  (9, 7)  {
    ([ 7, 5]  0.001487)     ([ 7, 6]  0.001533)     ([ 7, 7]  0.001421)     ([ 7, 8]  0.001096) 
    ([ 8, 5]  0.001436)     ([ 8, 6]  0.001638)     ([ 8, 7]  0.000701)     ([ 8, 8]  0.000710) 
    ([ 9, 5]  0.001381)     ([ 9, 6]  0.001077)     ([ 9, 7]  0.001485)     ([ 9, 8]  0.001395) 
    ([ 1, 5]  0.000748)     ([ 1, 6]  0.001151)     ([ 1, 7]  0.001821)     ([ 1, 8]  0.001394) 
  }
  From:  (9, 8)  {
    ([ 7, 6]  0.001020)     ([ 7, 7]  0.000903)     ([ 7, 8]  0.000965)     ([ 7, 9]  0.001689) 
    ([ 8, 6]  0.001189)     ([ 8, 7]  0.001734)     ([ 8, 8]  0.000947)     ([ 8, 9]  0.001395) 
    ([ 9, 6]  0.000742)     ([ 9, 7]  0.000918)     ([ 9, 8]  0.001416)     ([ 9, 9]  0.001450) 
    ([ 1, 6]  0.001183)     ([ 1, 7]  0.001210)     ([ 1, 8]  0.001097)     ([ 1, 9]  0.001222) 
  }
  From:  (9, 9)  {
    ([ 7, 7]  0.000892)     ([ 7, 8]  0.001412)     ([ 7, 9]  0.001274)     ([ 7, 1]  0.000663) 
    ([ 8, 7]  0.001705)     ([ 8, 8]  0.001115)     ([ 8, 9]  0.000687)     ([ 8, 1]  0.001762) 
    ([ 9, 7]  0.000836)     ([ 9, 8]  0.001048)     ([ 9, 9]  0.000767)     ([ 9, 1]  0.001351) 
    ([ 1, 7]  0.001749)     ([ 1, 8]  0.001663)     ([ 1, 9]  0.000700)     ([ 1, 1]  0.001190) 
  }
}

Loading data, please wait...