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

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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_13
attsefd2.w *
attvatts.w *
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efd1ifd1.w *
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efd2ev4c.w *
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efd2exss.w *
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ev1hev1h.w *
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ifd1efd1.w *
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infrexfr.w *
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iv1hev1h.w *
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lgnsev1h.w *
lgnsev1v.w *
netgen1 *
weightslist.txt *
                            
% Tue Sep 29 05:24:59 2015

% Input layer: (9, 9)
% Output layer: (9, 9)
% Fanout size: (4, 4)
% Fanout spacing: (1, 1)
% Specified fanout weights

Connect(exss, ev4c)  {
  From:  (1, 1)  {
    ([ 8, 8]  0.000677)     ([ 8, 9]  0.001784)     ([ 8, 1]  0.000731)     ([ 8, 2]  0.001484) 
    ([ 9, 8]  0.000918)     ([ 9, 9]  0.000754)     ([ 9, 1]  0.001727)     ([ 9, 2]  0.000794) 
    ([ 1, 8]  0.001266)     ([ 1, 9]  0.000845)     ([ 1, 1]  0.000695)     ([ 1, 2]  0.001119) 
    ([ 2, 8]  0.001508)     ([ 2, 9]  0.000892)     ([ 2, 1]  0.000773)     ([ 2, 2]  0.001069) 
  }
  From:  (1, 2)  {
    ([ 8, 9]  0.001039)     ([ 8, 1]  0.001649)     ([ 8, 2]  0.001497)     ([ 8, 3]  0.000955) 
    ([ 9, 9]  0.001122)     ([ 9, 1]  0.001033)     ([ 9, 2]  0.001478)     ([ 9, 3]  0.001728) 
    ([ 1, 9]  0.001572)     ([ 1, 1]  0.000660)     ([ 1, 2]  0.001119)     ([ 1, 3]  0.001487) 
    ([ 2, 9]  0.001436)     ([ 2, 1]  0.000827)     ([ 2, 2]  0.001476)     ([ 2, 3]  0.001635) 
  }
  From:  (1, 3)  {
    ([ 8, 1]  0.000895)     ([ 8, 2]  0.001503)     ([ 8, 3]  0.001621)     ([ 8, 4]  0.000936) 
    ([ 9, 1]  0.001664)     ([ 9, 2]  0.000833)     ([ 9, 3]  0.001749)     ([ 9, 4]  0.001230) 
    ([ 1, 1]  0.001102)     ([ 1, 2]  0.001541)     ([ 1, 3]  0.001031)     ([ 1, 4]  0.001640) 
    ([ 2, 1]  0.001148)     ([ 2, 2]  0.001225)     ([ 2, 3]  0.001513)     ([ 2, 4]  0.001232) 
  }
  From:  (1, 4)  {
    ([ 8, 2]  0.001435)     ([ 8, 3]  0.001113)     ([ 8, 4]  0.001034)     ([ 8, 5]  0.001295) 
    ([ 9, 2]  0.001283)     ([ 9, 3]  0.001107)     ([ 9, 4]  0.001515)     ([ 9, 5]  0.000779) 
    ([ 1, 2]  0.001025)     ([ 1, 3]  0.001609)     ([ 1, 4]  0.001305)     ([ 1, 5]  0.001300) 
    ([ 2, 2]  0.001100)     ([ 2, 3]  0.000765)     ([ 2, 4]  0.001112)     ([ 2, 5]  0.001017) 
  }
  From:  (1, 5)  {
    ([ 8, 3]  0.000994)     ([ 8, 4]  0.000865)     ([ 8, 5]  0.000881)     ([ 8, 6]  0.001163) 
    ([ 9, 3]  0.001579)     ([ 9, 4]  0.001103)     ([ 9, 5]  0.001287)     ([ 9, 6]  0.001241) 
    ([ 1, 3]  0.000700)     ([ 1, 4]  0.000657)     ([ 1, 5]  0.000816)     ([ 1, 6]  0.001025) 
    ([ 2, 3]  0.001609)     ([ 2, 4]  0.000769)     ([ 2, 5]  0.000795)     ([ 2, 6]  0.001392) 
  }
  From:  (1, 6)  {
    ([ 8, 4]  0.001228)     ([ 8, 5]  0.001778)     ([ 8, 6]  0.001503)     ([ 8, 7]  0.001056) 
    ([ 9, 4]  0.001248)     ([ 9, 5]  0.001417)     ([ 9, 6]  0.001771)     ([ 9, 7]  0.001006) 
    ([ 1, 4]  0.000706)     ([ 1, 5]  0.000863)     ([ 1, 6]  0.001517)     ([ 1, 7]  0.001170) 
    ([ 2, 4]  0.001823)     ([ 2, 5]  0.001830)     ([ 2, 6]  0.001808)     ([ 2, 7]  0.001844) 
  }
  From:  (1, 7)  {
    ([ 8, 5]  0.001149)     ([ 8, 6]  0.001069)     ([ 8, 7]  0.001560)     ([ 8, 8]  0.001227) 
    ([ 9, 5]  0.001117)     ([ 9, 6]  0.001530)     ([ 9, 7]  0.001422)     ([ 9, 8]  0.001274) 
    ([ 1, 5]  0.001223)     ([ 1, 6]  0.000951)     ([ 1, 7]  0.001753)     ([ 1, 8]  0.000966) 
    ([ 2, 5]  0.001379)     ([ 2, 6]  0.001218)     ([ 2, 7]  0.000932)     ([ 2, 8]  0.001045) 
  }
  From:  (1, 8)  {
    ([ 8, 6]  0.001208)     ([ 8, 7]  0.000658)     ([ 8, 8]  0.001278)     ([ 8, 9]  0.001628) 
    ([ 9, 6]  0.001397)     ([ 9, 7]  0.000846)     ([ 9, 8]  0.000661)     ([ 9, 9]  0.001123) 
    ([ 1, 6]  0.001175)     ([ 1, 7]  0.001189)     ([ 1, 8]  0.001194)     ([ 1, 9]  0.000722) 
    ([ 2, 6]  0.001786)     ([ 2, 7]  0.001290)     ([ 2, 8]  0.000674)     ([ 2, 9]  0.001426) 
  }
  From:  (1, 9)  {
    ([ 8, 7]  0.001241)     ([ 8, 8]  0.001615)     ([ 8, 9]  0.000830)     ([ 8, 1]  0.001692) 
    ([ 9, 7]  0.001326)     ([ 9, 8]  0.001413)     ([ 9, 9]  0.001385)     ([ 9, 1]  0.000936) 
    ([ 1, 7]  0.001125)     ([ 1, 8]  0.001834)     ([ 1, 9]  0.001204)     ([ 1, 1]  0.001736) 
    ([ 2, 7]  0.000893)     ([ 2, 8]  0.000683)     ([ 2, 9]  0.001831)     ([ 2, 1]  0.000812) 
  }
  From:  (2, 1)  {
    ([ 9, 8]  0.001264)     ([ 9, 9]  0.000745)     ([ 9, 1]  0.001640)     ([ 9, 2]  0.001732) 
    ([ 1, 8]  0.001826)     ([ 1, 9]  0.000946)     ([ 1, 1]  0.001148)     ([ 1, 2]  0.001598) 
    ([ 2, 8]  0.000920)     ([ 2, 9]  0.001615)     ([ 2, 1]  0.001244)     ([ 2, 2]  0.000930) 
    ([ 3, 8]  0.001473)     ([ 3, 9]  0.001307)     ([ 3, 1]  0.001847)     ([ 3, 2]  0.001731) 
  }
  From:  (2, 2)  {
    ([ 9, 9]  0.000924)     ([ 9, 1]  0.000723)     ([ 9, 2]  0.001623)     ([ 9, 3]  0.001757) 
    ([ 1, 9]  0.000958)     ([ 1, 1]  0.000734)     ([ 1, 2]  0.001827)     ([ 1, 3]  0.001262) 
    ([ 2, 9]  0.001098)     ([ 2, 1]  0.001660)     ([ 2, 2]  0.001493)     ([ 2, 3]  0.001198) 
    ([ 3, 9]  0.000910)     ([ 3, 1]  0.001721)     ([ 3, 2]  0.000733)     ([ 3, 3]  0.001783) 
  }
  From:  (2, 3)  {
    ([ 9, 1]  0.001805)     ([ 9, 2]  0.000764)     ([ 9, 3]  0.001755)     ([ 9, 4]  0.000704) 
    ([ 1, 1]  0.000793)     ([ 1, 2]  0.001442)     ([ 1, 3]  0.000966)     ([ 1, 4]  0.001077) 
    ([ 2, 1]  0.001447)     ([ 2, 2]  0.001068)     ([ 2, 3]  0.001509)     ([ 2, 4]  0.000875) 
    ([ 3, 1]  0.000991)     ([ 3, 2]  0.001512)     ([ 3, 3]  0.000785)     ([ 3, 4]  0.001682) 
  }
  From:  (2, 4)  {
    ([ 9, 2]  0.001191)     ([ 9, 3]  0.000842)     ([ 9, 4]  0.001765)     ([ 9, 5]  0.001490) 
    ([ 1, 2]  0.001072)     ([ 1, 3]  0.001808)     ([ 1, 4]  0.001197)     ([ 1, 5]  0.001288) 
    ([ 2, 2]  0.000915)     ([ 2, 3]  0.001515)     ([ 2, 4]  0.001518)     ([ 2, 5]  0.001317) 
    ([ 3, 2]  0.001196)     ([ 3, 3]  0.001656)     ([ 3, 4]  0.000665)     ([ 3, 5]  0.001561) 
  }
  From:  (2, 5)  {
    ([ 9, 3]  0.000676)     ([ 9, 4]  0.000842)     ([ 9, 5]  0.001166)     ([ 9, 6]  0.000878) 
    ([ 1, 3]  0.000683)     ([ 1, 4]  0.000830)     ([ 1, 5]  0.001145)     ([ 1, 6]  0.001503) 
    ([ 2, 3]  0.000678)     ([ 2, 4]  0.001112)     ([ 2, 5]  0.000925)     ([ 2, 6]  0.000805) 
    ([ 3, 3]  0.001306)     ([ 3, 4]  0.001481)     ([ 3, 5]  0.001272)     ([ 3, 6]  0.001750) 
  }
  From:  (2, 6)  {
    ([ 9, 4]  0.001441)     ([ 9, 5]  0.001265)     ([ 9, 6]  0.001411)     ([ 9, 7]  0.000760) 
    ([ 1, 4]  0.001538)     ([ 1, 5]  0.001640)     ([ 1, 6]  0.000810)     ([ 1, 7]  0.000921) 
    ([ 2, 4]  0.001365)     ([ 2, 5]  0.000902)     ([ 2, 6]  0.000666)     ([ 2, 7]  0.001761) 
    ([ 3, 4]  0.000700)     ([ 3, 5]  0.001209)     ([ 3, 6]  0.001188)     ([ 3, 7]  0.001410) 
  }
  From:  (2, 7)  {
    ([ 9, 5]  0.001174)     ([ 9, 6]  0.001268)     ([ 9, 7]  0.001377)     ([ 9, 8]  0.000665) 
    ([ 1, 5]  0.001053)     ([ 1, 6]  0.000881)     ([ 1, 7]  0.001630)     ([ 1, 8]  0.001536) 
    ([ 2, 5]  0.001034)     ([ 2, 6]  0.001790)     ([ 2, 7]  0.001580)     ([ 2, 8]  0.000685) 
    ([ 3, 5]  0.000970)     ([ 3, 6]  0.001109)     ([ 3, 7]  0.001507)     ([ 3, 8]  0.001649) 
  }
  From:  (2, 8)  {
    ([ 9, 6]  0.001649)     ([ 9, 7]  0.001845)     ([ 9, 8]  0.001184)     ([ 9, 9]  0.000869) 
    ([ 1, 6]  0.001440)     ([ 1, 7]  0.001368)     ([ 1, 8]  0.001822)     ([ 1, 9]  0.001703) 
    ([ 2, 6]  0.001702)     ([ 2, 7]  0.000934)     ([ 2, 8]  0.001818)     ([ 2, 9]  0.001009) 
    ([ 3, 6]  0.001634)     ([ 3, 7]  0.001422)     ([ 3, 8]  0.001442)     ([ 3, 9]  0.001694) 
  }
  From:  (2, 9)  {
    ([ 9, 7]  0.001164)     ([ 9, 8]  0.001559)     ([ 9, 9]  0.001737)     ([ 9, 1]  0.001139) 
    ([ 1, 7]  0.001591)     ([ 1, 8]  0.001843)     ([ 1, 9]  0.000806)     ([ 1, 1]  0.001073) 
    ([ 2, 7]  0.001035)     ([ 2, 8]  0.001359)     ([ 2, 9]  0.001077)     ([ 2, 1]  0.001463) 
    ([ 3, 7]  0.001551)     ([ 3, 8]  0.001293)     ([ 3, 9]  0.000910)     ([ 3, 1]  0.000734) 
  }
  From:  (3, 1)  {
    ([ 1, 8]  0.001227)     ([ 1, 9]  0.001005)     ([ 1, 1]  0.001806)     ([ 1, 2]  0.001682) 
    ([ 2, 8]  0.000983)     ([ 2, 9]  0.001621)     ([ 2, 1]  0.001304)     ([ 2, 2]  0.000690) 
    ([ 3, 8]  0.000983)     ([ 3, 9]  0.001823)     ([ 3, 1]  0.001464)     ([ 3, 2]  0.001364) 
    ([ 4, 8]  0.000652)     ([ 4, 9]  0.000886)     ([ 4, 1]  0.001100)     ([ 4, 2]  0.001230) 
  }
  From:  (3, 2)  {
    ([ 1, 9]  0.001701)     ([ 1, 1]  0.001024)     ([ 1, 2]  0.001627)     ([ 1, 3]  0.000918) 
    ([ 2, 9]  0.001770)     ([ 2, 1]  0.001537)     ([ 2, 2]  0.001323)     ([ 2, 3]  0.001267) 
    ([ 3, 9]  0.001585)     ([ 3, 1]  0.001128)     ([ 3, 2]  0.000793)     ([ 3, 3]  0.001822) 
    ([ 4, 9]  0.001361)     ([ 4, 1]  0.001298)     ([ 4, 2]  0.001217)     ([ 4, 3]  0.001092) 
  }
  From:  (3, 3)  {
    ([ 1, 1]  0.001798)     ([ 1, 2]  0.001254)     ([ 1, 3]  0.001637)     ([ 1, 4]  0.001465) 
    ([ 2, 1]  0.001296)     ([ 2, 2]  0.001767)     ([ 2, 3]  0.001815)     ([ 2, 4]  0.001415) 
    ([ 3, 1]  0.000910)     ([ 3, 2]  0.000663)     ([ 3, 3]  0.001709)     ([ 3, 4]  0.001056) 
    ([ 4, 1]  0.000732)     ([ 4, 2]  0.001663)     ([ 4, 3]  0.001610)     ([ 4, 4]  0.001724) 
  }
  From:  (3, 4)  {
    ([ 1, 2]  0.001538)     ([ 1, 3]  0.000826)     ([ 1, 4]  0.001743)     ([ 1, 5]  0.000946) 
    ([ 2, 2]  0.000800)     ([ 2, 3]  0.000763)     ([ 2, 4]  0.001818)     ([ 2, 5]  0.001249) 
    ([ 3, 2]  0.001769)     ([ 3, 3]  0.001001)     ([ 3, 4]  0.001242)     ([ 3, 5]  0.001238) 
    ([ 4, 2]  0.001486)     ([ 4, 3]  0.001244)     ([ 4, 4]  0.000676)     ([ 4, 5]  0.001337) 
  }
  From:  (3, 5)  {
    ([ 1, 3]  0.000654)     ([ 1, 4]  0.001800)     ([ 1, 5]  0.001709)     ([ 1, 6]  0.001812) 
    ([ 2, 3]  0.000936)     ([ 2, 4]  0.000664)     ([ 2, 5]  0.000874)     ([ 2, 6]  0.001159) 
    ([ 3, 3]  0.001773)     ([ 3, 4]  0.001525)     ([ 3, 5]  0.000989)     ([ 3, 6]  0.001047) 
    ([ 4, 3]  0.001751)     ([ 4, 4]  0.001120)     ([ 4, 5]  0.001746)     ([ 4, 6]  0.001725) 
  }
  From:  (3, 6)  {
    ([ 1, 4]  0.001552)     ([ 1, 5]  0.001546)     ([ 1, 6]  0.000887)     ([ 1, 7]  0.001177) 
    ([ 2, 4]  0.001487)     ([ 2, 5]  0.001802)     ([ 2, 6]  0.000934)     ([ 2, 7]  0.001145) 
    ([ 3, 4]  0.000944)     ([ 3, 5]  0.001311)     ([ 3, 6]  0.001332)     ([ 3, 7]  0.000941) 
    ([ 4, 4]  0.001315)     ([ 4, 5]  0.001272)     ([ 4, 6]  0.001748)     ([ 4, 7]  0.001511) 
  }
  From:  (3, 7)  {
    ([ 1, 5]  0.001332)     ([ 1, 6]  0.001064)     ([ 1, 7]  0.001463)     ([ 1, 8]  0.000881) 
    ([ 2, 5]  0.001092)     ([ 2, 6]  0.001311)     ([ 2, 7]  0.001132)     ([ 2, 8]  0.001323) 
    ([ 3, 5]  0.001090)     ([ 3, 6]  0.001842)     ([ 3, 7]  0.000677)     ([ 3, 8]  0.001346) 
    ([ 4, 5]  0.000969)     ([ 4, 6]  0.000848)     ([ 4, 7]  0.000655)     ([ 4, 8]  0.001662) 
  }
  From:  (3, 8)  {
    ([ 1, 6]  0.001055)     ([ 1, 7]  0.001048)     ([ 1, 8]  0.001446)     ([ 1, 9]  0.001156) 
    ([ 2, 6]  0.001179)     ([ 2, 7]  0.001212)     ([ 2, 8]  0.001649)     ([ 2, 9]  0.001798) 
    ([ 3, 6]  0.001126)     ([ 3, 7]  0.001365)     ([ 3, 8]  0.001529)     ([ 3, 9]  0.001568) 
    ([ 4, 6]  0.001570)     ([ 4, 7]  0.001029)     ([ 4, 8]  0.001105)     ([ 4, 9]  0.001068) 
  }
  From:  (3, 9)  {
    ([ 1, 7]  0.001673)     ([ 1, 8]  0.000693)     ([ 1, 9]  0.000780)     ([ 1, 1]  0.001323) 
    ([ 2, 7]  0.001492)     ([ 2, 8]  0.001402)     ([ 2, 9]  0.001649)     ([ 2, 1]  0.001299) 
    ([ 3, 7]  0.000952)     ([ 3, 8]  0.000698)     ([ 3, 9]  0.001195)     ([ 3, 1]  0.001210) 
    ([ 4, 7]  0.001002)     ([ 4, 8]  0.001489)     ([ 4, 9]  0.001208)     ([ 4, 1]  0.000793) 
  }
  From:  (4, 1)  {
    ([ 2, 8]  0.001610)     ([ 2, 9]  0.001042)     ([ 2, 1]  0.000783)     ([ 2, 2]  0.000900) 
    ([ 3, 8]  0.001031)     ([ 3, 9]  0.000932)     ([ 3, 1]  0.001497)     ([ 3, 2]  0.001188) 
    ([ 4, 8]  0.001288)     ([ 4, 9]  0.000673)     ([ 4, 1]  0.001315)     ([ 4, 2]  0.001122) 
    ([ 5, 8]  0.001637)     ([ 5, 9]  0.001839)     ([ 5, 1]  0.001526)     ([ 5, 2]  0.000782) 
  }
  From:  (4, 2)  {
    ([ 2, 9]  0.001395)     ([ 2, 1]  0.001475)     ([ 2, 2]  0.001124)     ([ 2, 3]  0.001720) 
    ([ 3, 9]  0.001401)     ([ 3, 1]  0.000974)     ([ 3, 2]  0.001461)     ([ 3, 3]  0.001034) 
    ([ 4, 9]  0.001261)     ([ 4, 1]  0.001420)     ([ 4, 2]  0.000825)     ([ 4, 3]  0.000853) 
    ([ 5, 9]  0.001309)     ([ 5, 1]  0.001468)     ([ 5, 2]  0.001642)     ([ 5, 3]  0.001650) 
  }
  From:  (4, 3)  {
    ([ 2, 1]  0.001554)     ([ 2, 2]  0.000745)     ([ 2, 3]  0.000920)     ([ 2, 4]  0.000884) 
    ([ 3, 1]  0.001151)     ([ 3, 2]  0.001685)     ([ 3, 3]  0.001088)     ([ 3, 4]  0.000751) 
    ([ 4, 1]  0.001549)     ([ 4, 2]  0.001697)     ([ 4, 3]  0.001750)     ([ 4, 4]  0.001630) 
    ([ 5, 1]  0.000790)     ([ 5, 2]  0.000779)     ([ 5, 3]  0.001296)     ([ 5, 4]  0.001330) 
  }
  From:  (4, 4)  {
    ([ 2, 2]  0.001555)     ([ 2, 3]  0.000750)     ([ 2, 4]  0.000971)     ([ 2, 5]  0.001511) 
    ([ 3, 2]  0.000934)     ([ 3, 3]  0.000760)     ([ 3, 4]  0.001060)     ([ 3, 5]  0.001507) 
    ([ 4, 2]  0.001675)     ([ 4, 3]  0.001261)     ([ 4, 4]  0.000820)     ([ 4, 5]  0.001054) 
    ([ 5, 2]  0.000765)     ([ 5, 3]  0.000811)     ([ 5, 4]  0.000714)     ([ 5, 5]  0.001584) 
  }
  From:  (4, 5)  {
    ([ 2, 3]  0.001608)     ([ 2, 4]  0.001651)     ([ 2, 5]  0.001722)     ([ 2, 6]  0.001121) 
    ([ 3, 3]  0.000857)     ([ 3, 4]  0.001477)     ([ 3, 5]  0.000935)     ([ 3, 6]  0.001199) 
    ([ 4, 3]  0.001665)     ([ 4, 4]  0.000882)     ([ 4, 5]  0.001130)     ([ 4, 6]  0.001702) 
    ([ 5, 3]  0.000924)     ([ 5, 4]  0.000658)     ([ 5, 5]  0.000705)     ([ 5, 6]  0.000994) 
  }
  From:  (4, 6)  {
    ([ 2, 4]  0.000718)     ([ 2, 5]  0.000928)     ([ 2, 6]  0.001149)     ([ 2, 7]  0.001428) 
    ([ 3, 4]  0.001452)     ([ 3, 5]  0.000838)     ([ 3, 6]  0.001762)     ([ 3, 7]  0.000694) 
    ([ 4, 4]  0.001448)     ([ 4, 5]  0.001794)     ([ 4, 6]  0.001213)     ([ 4, 7]  0.000665) 
    ([ 5, 4]  0.001744)     ([ 5, 5]  0.001677)     ([ 5, 6]  0.000747)     ([ 5, 7]  0.001407) 
  }
  From:  (4, 7)  {
    ([ 2, 5]  0.001197)     ([ 2, 6]  0.001787)     ([ 2, 7]  0.001586)     ([ 2, 8]  0.001746) 
    ([ 3, 5]  0.001633)     ([ 3, 6]  0.001598)     ([ 3, 7]  0.000976)     ([ 3, 8]  0.001041) 
    ([ 4, 5]  0.001022)     ([ 4, 6]  0.001598)     ([ 4, 7]  0.001753)     ([ 4, 8]  0.001384) 
    ([ 5, 5]  0.001187)     ([ 5, 6]  0.001092)     ([ 5, 7]  0.001645)     ([ 5, 8]  0.000855) 
  }
  From:  (4, 8)  {
    ([ 2, 6]  0.001025)     ([ 2, 7]  0.001498)     ([ 2, 8]  0.000869)     ([ 2, 9]  0.001827) 
    ([ 3, 6]  0.001473)     ([ 3, 7]  0.000786)     ([ 3, 8]  0.001781)     ([ 3, 9]  0.001841) 
    ([ 4, 6]  0.000770)     ([ 4, 7]  0.001597)     ([ 4, 8]  0.001728)     ([ 4, 9]  0.001618) 
    ([ 5, 6]  0.001296)     ([ 5, 7]  0.000783)     ([ 5, 8]  0.001376)     ([ 5, 9]  0.001140) 
  }
  From:  (4, 9)  {
    ([ 2, 7]  0.001069)     ([ 2, 8]  0.001083)     ([ 2, 9]  0.000823)     ([ 2, 1]  0.001497) 
    ([ 3, 7]  0.000779)     ([ 3, 8]  0.000923)     ([ 3, 9]  0.001597)     ([ 3, 1]  0.001400) 
    ([ 4, 7]  0.001329)     ([ 4, 8]  0.000980)     ([ 4, 9]  0.001374)     ([ 4, 1]  0.001319) 
    ([ 5, 7]  0.001302)     ([ 5, 8]  0.000678)     ([ 5, 9]  0.001508)     ([ 5, 1]  0.000686) 
  }
  From:  (5, 1)  {
    ([ 3, 8]  0.001357)     ([ 3, 9]  0.000944)     ([ 3, 1]  0.001266)     ([ 3, 2]  0.001324) 
    ([ 4, 8]  0.001271)     ([ 4, 9]  0.001328)     ([ 4, 1]  0.001004)     ([ 4, 2]  0.001631) 
    ([ 5, 8]  0.001215)     ([ 5, 9]  0.001244)     ([ 5, 1]  0.001791)     ([ 5, 2]  0.001031) 
    ([ 6, 8]  0.001828)     ([ 6, 9]  0.001328)     ([ 6, 1]  0.000800)     ([ 6, 2]  0.000857) 
  }
  From:  (5, 2)  {
    ([ 3, 9]  0.001406)     ([ 3, 1]  0.001032)     ([ 3, 2]  0.001749)     ([ 3, 3]  0.001297) 
    ([ 4, 9]  0.000970)     ([ 4, 1]  0.001316)     ([ 4, 2]  0.001353)     ([ 4, 3]  0.001538) 
    ([ 5, 9]  0.001206)     ([ 5, 1]  0.001063)     ([ 5, 2]  0.001768)     ([ 5, 3]  0.001003) 
    ([ 6, 9]  0.001603)     ([ 6, 1]  0.000676)     ([ 6, 2]  0.001784)     ([ 6, 3]  0.001147) 
  }
  From:  (5, 3)  {
    ([ 3, 1]  0.001604)     ([ 3, 2]  0.001360)     ([ 3, 3]  0.000829)     ([ 3, 4]  0.001722) 
    ([ 4, 1]  0.001784)     ([ 4, 2]  0.001491)     ([ 4, 3]  0.001263)     ([ 4, 4]  0.001457) 
    ([ 5, 1]  0.001674)     ([ 5, 2]  0.001392)     ([ 5, 3]  0.000843)     ([ 5, 4]  0.001618) 
    ([ 6, 1]  0.001682)     ([ 6, 2]  0.001221)     ([ 6, 3]  0.000925)     ([ 6, 4]  0.001829) 
  }
  From:  (5, 4)  {
    ([ 3, 2]  0.001446)     ([ 3, 3]  0.001056)     ([ 3, 4]  0.000663)     ([ 3, 5]  0.000937) 
    ([ 4, 2]  0.000908)     ([ 4, 3]  0.001328)     ([ 4, 4]  0.000995)     ([ 4, 5]  0.000671) 
    ([ 5, 2]  0.000679)     ([ 5, 3]  0.001023)     ([ 5, 4]  0.000790)     ([ 5, 5]  0.000943) 
    ([ 6, 2]  0.000962)     ([ 6, 3]  0.001776)     ([ 6, 4]  0.001360)     ([ 6, 5]  0.001482) 
  }
  From:  (5, 5)  {
    ([ 3, 3]  0.001230)     ([ 3, 4]  0.001360)     ([ 3, 5]  0.000741)     ([ 3, 6]  0.001246) 
    ([ 4, 3]  0.001418)     ([ 4, 4]  0.000851)     ([ 4, 5]  0.000906)     ([ 4, 6]  0.000989) 
    ([ 5, 3]  0.001807)     ([ 5, 4]  0.001172)     ([ 5, 5]  0.001343)     ([ 5, 6]  0.000793) 
    ([ 6, 3]  0.001614)     ([ 6, 4]  0.000808)     ([ 6, 5]  0.000818)     ([ 6, 6]  0.000772) 
  }
  From:  (5, 6)  {
    ([ 3, 4]  0.001798)     ([ 3, 5]  0.001166)     ([ 3, 6]  0.001739)     ([ 3, 7]  0.000861) 
    ([ 4, 4]  0.000677)     ([ 4, 5]  0.000999)     ([ 4, 6]  0.001787)     ([ 4, 7]  0.001291) 
    ([ 5, 4]  0.001173)     ([ 5, 5]  0.001716)     ([ 5, 6]  0.001537)     ([ 5, 7]  0.001514) 
    ([ 6, 4]  0.001015)     ([ 6, 5]  0.001184)     ([ 6, 6]  0.000919)     ([ 6, 7]  0.001113) 
  }
  From:  (5, 7)  {
    ([ 3, 5]  0.001742)     ([ 3, 6]  0.001296)     ([ 3, 7]  0.000912)     ([ 3, 8]  0.001276) 
    ([ 4, 5]  0.001546)     ([ 4, 6]  0.000887)     ([ 4, 7]  0.001673)     ([ 4, 8]  0.001646) 
    ([ 5, 5]  0.000974)     ([ 5, 6]  0.001673)     ([ 5, 7]  0.001289)     ([ 5, 8]  0.001681) 
    ([ 6, 5]  0.000778)     ([ 6, 6]  0.001296)     ([ 6, 7]  0.001251)     ([ 6, 8]  0.001187) 
  }
  From:  (5, 8)  {
    ([ 3, 6]  0.001057)     ([ 3, 7]  0.001330)     ([ 3, 8]  0.001208)     ([ 3, 9]  0.001844) 
    ([ 4, 6]  0.001395)     ([ 4, 7]  0.000959)     ([ 4, 8]  0.001738)     ([ 4, 9]  0.000787) 
    ([ 5, 6]  0.000998)     ([ 5, 7]  0.000915)     ([ 5, 8]  0.001406)     ([ 5, 9]  0.000917) 
    ([ 6, 6]  0.001098)     ([ 6, 7]  0.000791)     ([ 6, 8]  0.001633)     ([ 6, 9]  0.001534) 
  }
  From:  (5, 9)  {
    ([ 3, 7]  0.001054)     ([ 3, 8]  0.001568)     ([ 3, 9]  0.001116)     ([ 3, 1]  0.001381) 
    ([ 4, 7]  0.001521)     ([ 4, 8]  0.001832)     ([ 4, 9]  0.001468)     ([ 4, 1]  0.000766) 
    ([ 5, 7]  0.001086)     ([ 5, 8]  0.001336)     ([ 5, 9]  0.001420)     ([ 5, 1]  0.001625) 
    ([ 6, 7]  0.001396)     ([ 6, 8]  0.001080)     ([ 6, 9]  0.001149)     ([ 6, 1]  0.001009) 
  }
  From:  (6, 1)  {
    ([ 4, 8]  0.001124)     ([ 4, 9]  0.001136)     ([ 4, 1]  0.001845)     ([ 4, 2]  0.001378) 
    ([ 5, 8]  0.001573)     ([ 5, 9]  0.001831)     ([ 5, 1]  0.001716)     ([ 5, 2]  0.001362) 
    ([ 6, 8]  0.000748)     ([ 6, 9]  0.000851)     ([ 6, 1]  0.000656)     ([ 6, 2]  0.001837) 
    ([ 7, 8]  0.000670)     ([ 7, 9]  0.001252)     ([ 7, 1]  0.001767)     ([ 7, 2]  0.001307) 
  }
  From:  (6, 2)  {
    ([ 4, 9]  0.001358)     ([ 4, 1]  0.001239)     ([ 4, 2]  0.001226)     ([ 4, 3]  0.001845) 
    ([ 5, 9]  0.001175)     ([ 5, 1]  0.001023)     ([ 5, 2]  0.001832)     ([ 5, 3]  0.001673) 
    ([ 6, 9]  0.001340)     ([ 6, 1]  0.001242)     ([ 6, 2]  0.000729)     ([ 6, 3]  0.001388) 
    ([ 7, 9]  0.001747)     ([ 7, 1]  0.000770)     ([ 7, 2]  0.001539)     ([ 7, 3]  0.000951) 
  }
  From:  (6, 3)  {
    ([ 4, 1]  0.000821)     ([ 4, 2]  0.000952)     ([ 4, 3]  0.001353)     ([ 4, 4]  0.001152) 
    ([ 5, 1]  0.000963)     ([ 5, 2]  0.001531)     ([ 5, 3]  0.001076)     ([ 5, 4]  0.001056) 
    ([ 6, 1]  0.001788)     ([ 6, 2]  0.001648)     ([ 6, 3]  0.001669)     ([ 6, 4]  0.001597) 
    ([ 7, 1]  0.000846)     ([ 7, 2]  0.001165)     ([ 7, 3]  0.000774)     ([ 7, 4]  0.000955) 
  }
  From:  (6, 4)  {
    ([ 4, 2]  0.001685)     ([ 4, 3]  0.001751)     ([ 4, 4]  0.001748)     ([ 4, 5]  0.001707) 
    ([ 5, 2]  0.001221)     ([ 5, 3]  0.001154)     ([ 5, 4]  0.001314)     ([ 5, 5]  0.001252) 
    ([ 6, 2]  0.001667)     ([ 6, 3]  0.001095)     ([ 6, 4]  0.000677)     ([ 6, 5]  0.001469) 
    ([ 7, 2]  0.001440)     ([ 7, 3]  0.001317)     ([ 7, 4]  0.001399)     ([ 7, 5]  0.001147) 
  }
  From:  (6, 5)  {
    ([ 4, 3]  0.001808)     ([ 4, 4]  0.000993)     ([ 4, 5]  0.001453)     ([ 4, 6]  0.001635) 
    ([ 5, 3]  0.001119)     ([ 5, 4]  0.001267)     ([ 5, 5]  0.000783)     ([ 5, 6]  0.000664) 
    ([ 6, 3]  0.001446)     ([ 6, 4]  0.001066)     ([ 6, 5]  0.001310)     ([ 6, 6]  0.001819) 
    ([ 7, 3]  0.001426)     ([ 7, 4]  0.001339)     ([ 7, 5]  0.001293)     ([ 7, 6]  0.000961) 
  }
  From:  (6, 6)  {
    ([ 4, 4]  0.001577)     ([ 4, 5]  0.001333)     ([ 4, 6]  0.001059)     ([ 4, 7]  0.000689) 
    ([ 5, 4]  0.001564)     ([ 5, 5]  0.000824)     ([ 5, 6]  0.001149)     ([ 5, 7]  0.001814) 
    ([ 6, 4]  0.001669)     ([ 6, 5]  0.001518)     ([ 6, 6]  0.001298)     ([ 6, 7]  0.001105) 
    ([ 7, 4]  0.000997)     ([ 7, 5]  0.001237)     ([ 7, 6]  0.001005)     ([ 7, 7]  0.001699) 
  }
  From:  (6, 7)  {
    ([ 4, 5]  0.001599)     ([ 4, 6]  0.000684)     ([ 4, 7]  0.001662)     ([ 4, 8]  0.001761) 
    ([ 5, 5]  0.001447)     ([ 5, 6]  0.001043)     ([ 5, 7]  0.000833)     ([ 5, 8]  0.001357) 
    ([ 6, 5]  0.001707)     ([ 6, 6]  0.001738)     ([ 6, 7]  0.001587)     ([ 6, 8]  0.001582) 
    ([ 7, 5]  0.001822)     ([ 7, 6]  0.000979)     ([ 7, 7]  0.001849)     ([ 7, 8]  0.001258) 
  }
  From:  (6, 8)  {
    ([ 4, 6]  0.001451)     ([ 4, 7]  0.001721)     ([ 4, 8]  0.001343)     ([ 4, 9]  0.001429) 
    ([ 5, 6]  0.001100)     ([ 5, 7]  0.000993)     ([ 5, 8]  0.001626)     ([ 5, 9]  0.001668) 
    ([ 6, 6]  0.001060)     ([ 6, 7]  0.001838)     ([ 6, 8]  0.001214)     ([ 6, 9]  0.001177) 
    ([ 7, 6]  0.001728)     ([ 7, 7]  0.001341)     ([ 7, 8]  0.000780)     ([ 7, 9]  0.001122) 
  }
  From:  (6, 9)  {
    ([ 4, 7]  0.001281)     ([ 4, 8]  0.000724)     ([ 4, 9]  0.001786)     ([ 4, 1]  0.001307) 
    ([ 5, 7]  0.001559)     ([ 5, 8]  0.001461)     ([ 5, 9]  0.001577)     ([ 5, 1]  0.001399) 
    ([ 6, 7]  0.001405)     ([ 6, 8]  0.000705)     ([ 6, 9]  0.001412)     ([ 6, 1]  0.001675) 
    ([ 7, 7]  0.001089)     ([ 7, 8]  0.001357)     ([ 7, 9]  0.001849)     ([ 7, 1]  0.001027) 
  }
  From:  (7, 1)  {
    ([ 5, 8]  0.000867)     ([ 5, 9]  0.000767)     ([ 5, 1]  0.001621)     ([ 5, 2]  0.001216) 
    ([ 6, 8]  0.001423)     ([ 6, 9]  0.000927)     ([ 6, 1]  0.001164)     ([ 6, 2]  0.001593) 
    ([ 7, 8]  0.001614)     ([ 7, 9]  0.001774)     ([ 7, 1]  0.001542)     ([ 7, 2]  0.001424) 
    ([ 8, 8]  0.001115)     ([ 8, 9]  0.001357)     ([ 8, 1]  0.001639)     ([ 8, 2]  0.001087) 
  }
  From:  (7, 2)  {
    ([ 5, 9]  0.001529)     ([ 5, 1]  0.001848)     ([ 5, 2]  0.001100)     ([ 5, 3]  0.001178) 
    ([ 6, 9]  0.001530)     ([ 6, 1]  0.001018)     ([ 6, 2]  0.001744)     ([ 6, 3]  0.001573) 
    ([ 7, 9]  0.000712)     ([ 7, 1]  0.000862)     ([ 7, 2]  0.000661)     ([ 7, 3]  0.000759) 
    ([ 8, 9]  0.000655)     ([ 8, 1]  0.001392)     ([ 8, 2]  0.000880)     ([ 8, 3]  0.001192) 
  }
  From:  (7, 3)  {
    ([ 5, 1]  0.000695)     ([ 5, 2]  0.000956)     ([ 5, 3]  0.000695)     ([ 5, 4]  0.000818) 
    ([ 6, 1]  0.001226)     ([ 6, 2]  0.001656)     ([ 6, 3]  0.001683)     ([ 6, 4]  0.000802) 
    ([ 7, 1]  0.001000)     ([ 7, 2]  0.001028)     ([ 7, 3]  0.001710)     ([ 7, 4]  0.001543) 
    ([ 8, 1]  0.001690)     ([ 8, 2]  0.001660)     ([ 8, 3]  0.000842)     ([ 8, 4]  0.000669) 
  }
  From:  (7, 4)  {
    ([ 5, 2]  0.001323)     ([ 5, 3]  0.001492)     ([ 5, 4]  0.001438)     ([ 5, 5]  0.001590) 
    ([ 6, 2]  0.001250)     ([ 6, 3]  0.000910)     ([ 6, 4]  0.001566)     ([ 6, 5]  0.001296) 
    ([ 7, 2]  0.001130)     ([ 7, 3]  0.001090)     ([ 7, 4]  0.000938)     ([ 7, 5]  0.001422) 
    ([ 8, 2]  0.001348)     ([ 8, 3]  0.000719)     ([ 8, 4]  0.000710)     ([ 8, 5]  0.001213) 
  }
  From:  (7, 5)  {
    ([ 5, 3]  0.000779)     ([ 5, 4]  0.001418)     ([ 5, 5]  0.001577)     ([ 5, 6]  0.001618) 
    ([ 6, 3]  0.001811)     ([ 6, 4]  0.001320)     ([ 6, 5]  0.001081)     ([ 6, 6]  0.001619) 
    ([ 7, 3]  0.001330)     ([ 7, 4]  0.001571)     ([ 7, 5]  0.001559)     ([ 7, 6]  0.001402) 
    ([ 8, 3]  0.001011)     ([ 8, 4]  0.001695)     ([ 8, 5]  0.001337)     ([ 8, 6]  0.001687) 
  }
  From:  (7, 6)  {
    ([ 5, 4]  0.001765)     ([ 5, 5]  0.001559)     ([ 5, 6]  0.000975)     ([ 5, 7]  0.001751) 
    ([ 6, 4]  0.001282)     ([ 6, 5]  0.001734)     ([ 6, 6]  0.001396)     ([ 6, 7]  0.001038) 
    ([ 7, 4]  0.000988)     ([ 7, 5]  0.001098)     ([ 7, 6]  0.001830)     ([ 7, 7]  0.000937) 
    ([ 8, 4]  0.000730)     ([ 8, 5]  0.000675)     ([ 8, 6]  0.001580)     ([ 8, 7]  0.000983) 
  }
  From:  (7, 7)  {
    ([ 5, 5]  0.001507)     ([ 5, 6]  0.001042)     ([ 5, 7]  0.001827)     ([ 5, 8]  0.001845) 
    ([ 6, 5]  0.000888)     ([ 6, 6]  0.001622)     ([ 6, 7]  0.001601)     ([ 6, 8]  0.001245) 
    ([ 7, 5]  0.001193)     ([ 7, 6]  0.001835)     ([ 7, 7]  0.001363)     ([ 7, 8]  0.001543) 
    ([ 8, 5]  0.001146)     ([ 8, 6]  0.001105)     ([ 8, 7]  0.001012)     ([ 8, 8]  0.001156) 
  }
  From:  (7, 8)  {
    ([ 5, 6]  0.001796)     ([ 5, 7]  0.000877)     ([ 5, 8]  0.001515)     ([ 5, 9]  0.001045) 
    ([ 6, 6]  0.001609)     ([ 6, 7]  0.001689)     ([ 6, 8]  0.001838)     ([ 6, 9]  0.001447) 
    ([ 7, 6]  0.000826)     ([ 7, 7]  0.001762)     ([ 7, 8]  0.001070)     ([ 7, 9]  0.001520) 
    ([ 8, 6]  0.001518)     ([ 8, 7]  0.000768)     ([ 8, 8]  0.001211)     ([ 8, 9]  0.001821) 
  }
  From:  (7, 9)  {
    ([ 5, 7]  0.000879)     ([ 5, 8]  0.000687)     ([ 5, 9]  0.000988)     ([ 5, 1]  0.001506) 
    ([ 6, 7]  0.001080)     ([ 6, 8]  0.001379)     ([ 6, 9]  0.001709)     ([ 6, 1]  0.001826) 
    ([ 7, 7]  0.001205)     ([ 7, 8]  0.000798)     ([ 7, 9]  0.000932)     ([ 7, 1]  0.001595) 
    ([ 8, 7]  0.001649)     ([ 8, 8]  0.001158)     ([ 8, 9]  0.001440)     ([ 8, 1]  0.000824) 
  }
  From:  (8, 1)  {
    ([ 6, 8]  0.001412)     ([ 6, 9]  0.001167)     ([ 6, 1]  0.001674)     ([ 6, 2]  0.001712) 
    ([ 7, 8]  0.000697)     ([ 7, 9]  0.001072)     ([ 7, 1]  0.001764)     ([ 7, 2]  0.001564) 
    ([ 8, 8]  0.000692)     ([ 8, 9]  0.000961)     ([ 8, 1]  0.001000)     ([ 8, 2]  0.001685) 
    ([ 9, 8]  0.001122)     ([ 9, 9]  0.001454)     ([ 9, 1]  0.001292)     ([ 9, 2]  0.001769) 
  }
  From:  (8, 2)  {
    ([ 6, 9]  0.001467)     ([ 6, 1]  0.000901)     ([ 6, 2]  0.001121)     ([ 6, 3]  0.001622) 
    ([ 7, 9]  0.000731)     ([ 7, 1]  0.001173)     ([ 7, 2]  0.001465)     ([ 7, 3]  0.001630) 
    ([ 8, 9]  0.001446)     ([ 8, 1]  0.001176)     ([ 8, 2]  0.001427)     ([ 8, 3]  0.001374) 
    ([ 9, 9]  0.001240)     ([ 9, 1]  0.001671)     ([ 9, 2]  0.001329)     ([ 9, 3]  0.001423) 
  }
  From:  (8, 3)  {
    ([ 6, 1]  0.001584)     ([ 6, 2]  0.001306)     ([ 6, 3]  0.001169)     ([ 6, 4]  0.001032) 
    ([ 7, 1]  0.000842)     ([ 7, 2]  0.001088)     ([ 7, 3]  0.001438)     ([ 7, 4]  0.000946) 
    ([ 8, 1]  0.001335)     ([ 8, 2]  0.001719)     ([ 8, 3]  0.000928)     ([ 8, 4]  0.001106) 
    ([ 9, 1]  0.000669)     ([ 9, 2]  0.001217)     ([ 9, 3]  0.001087)     ([ 9, 4]  0.000784) 
  }
  From:  (8, 4)  {
    ([ 6, 2]  0.000891)     ([ 6, 3]  0.001131)     ([ 6, 4]  0.001645)     ([ 6, 5]  0.001353) 
    ([ 7, 2]  0.001805)     ([ 7, 3]  0.001103)     ([ 7, 4]  0.000996)     ([ 7, 5]  0.000908) 
    ([ 8, 2]  0.001603)     ([ 8, 3]  0.000909)     ([ 8, 4]  0.001469)     ([ 8, 5]  0.001097) 
    ([ 9, 2]  0.000987)     ([ 9, 3]  0.001836)     ([ 9, 4]  0.001071)     ([ 9, 5]  0.000812) 
  }
  From:  (8, 5)  {
    ([ 6, 3]  0.000869)     ([ 6, 4]  0.001489)     ([ 6, 5]  0.001799)     ([ 6, 6]  0.001807) 
    ([ 7, 3]  0.001831)     ([ 7, 4]  0.001744)     ([ 7, 5]  0.001145)     ([ 7, 6]  0.000885) 
    ([ 8, 3]  0.000890)     ([ 8, 4]  0.001440)     ([ 8, 5]  0.001789)     ([ 8, 6]  0.000969) 
    ([ 9, 3]  0.001135)     ([ 9, 4]  0.001142)     ([ 9, 5]  0.000926)     ([ 9, 6]  0.001436) 
  }
  From:  (8, 6)  {
    ([ 6, 4]  0.001778)     ([ 6, 5]  0.001638)     ([ 6, 6]  0.001664)     ([ 6, 7]  0.001438) 
    ([ 7, 4]  0.001297)     ([ 7, 5]  0.001236)     ([ 7, 6]  0.001670)     ([ 7, 7]  0.000872) 
    ([ 8, 4]  0.001410)     ([ 8, 5]  0.001752)     ([ 8, 6]  0.000748)     ([ 8, 7]  0.000688) 
    ([ 9, 4]  0.001780)     ([ 9, 5]  0.001348)     ([ 9, 6]  0.001587)     ([ 9, 7]  0.000821) 
  }
  From:  (8, 7)  {
    ([ 6, 5]  0.000731)     ([ 6, 6]  0.001696)     ([ 6, 7]  0.001537)     ([ 6, 8]  0.001544) 
    ([ 7, 5]  0.000888)     ([ 7, 6]  0.001253)     ([ 7, 7]  0.001304)     ([ 7, 8]  0.001126) 
    ([ 8, 5]  0.001478)     ([ 8, 6]  0.000650)     ([ 8, 7]  0.001507)     ([ 8, 8]  0.001034) 
    ([ 9, 5]  0.000973)     ([ 9, 6]  0.001390)     ([ 9, 7]  0.001208)     ([ 9, 8]  0.001503) 
  }
  From:  (8, 8)  {
    ([ 6, 6]  0.001632)     ([ 6, 7]  0.000909)     ([ 6, 8]  0.001410)     ([ 6, 9]  0.000723) 
    ([ 7, 6]  0.000930)     ([ 7, 7]  0.001157)     ([ 7, 8]  0.001569)     ([ 7, 9]  0.001758) 
    ([ 8, 6]  0.001395)     ([ 8, 7]  0.001361)     ([ 8, 8]  0.001538)     ([ 8, 9]  0.001781) 
    ([ 9, 6]  0.000916)     ([ 9, 7]  0.001832)     ([ 9, 8]  0.001076)     ([ 9, 9]  0.001195) 
  }
  From:  (8, 9)  {
    ([ 6, 7]  0.001558)     ([ 6, 8]  0.001652)     ([ 6, 9]  0.000909)     ([ 6, 1]  0.001138) 
    ([ 7, 7]  0.001337)     ([ 7, 8]  0.001735)     ([ 7, 9]  0.001702)     ([ 7, 1]  0.001692) 
    ([ 8, 7]  0.001690)     ([ 8, 8]  0.001235)     ([ 8, 9]  0.001458)     ([ 8, 1]  0.001790) 
    ([ 9, 7]  0.001240)     ([ 9, 8]  0.001578)     ([ 9, 9]  0.001697)     ([ 9, 1]  0.001260) 
  }
  From:  (9, 1)  {
    ([ 7, 8]  0.001004)     ([ 7, 9]  0.001774)     ([ 7, 1]  0.001577)     ([ 7, 2]  0.001397) 
    ([ 8, 8]  0.001563)     ([ 8, 9]  0.001021)     ([ 8, 1]  0.000860)     ([ 8, 2]  0.001201) 
    ([ 9, 8]  0.001515)     ([ 9, 9]  0.001285)     ([ 9, 1]  0.000902)     ([ 9, 2]  0.001632) 
    ([ 1, 8]  0.000974)     ([ 1, 9]  0.001365)     ([ 1, 1]  0.001666)     ([ 1, 2]  0.001044) 
  }
  From:  (9, 2)  {
    ([ 7, 9]  0.001377)     ([ 7, 1]  0.001091)     ([ 7, 2]  0.001282)     ([ 7, 3]  0.000652) 
    ([ 8, 9]  0.001151)     ([ 8, 1]  0.000818)     ([ 8, 2]  0.001006)     ([ 8, 3]  0.001397) 
    ([ 9, 9]  0.001388)     ([ 9, 1]  0.001377)     ([ 9, 2]  0.001222)     ([ 9, 3]  0.000913) 
    ([ 1, 9]  0.001432)     ([ 1, 1]  0.001454)     ([ 1, 2]  0.001119)     ([ 1, 3]  0.001485) 
  }
  From:  (9, 3)  {
    ([ 7, 1]  0.001151)     ([ 7, 2]  0.001015)     ([ 7, 3]  0.001754)     ([ 7, 4]  0.001318) 
    ([ 8, 1]  0.001496)     ([ 8, 2]  0.001704)     ([ 8, 3]  0.001470)     ([ 8, 4]  0.001302) 
    ([ 9, 1]  0.001303)     ([ 9, 2]  0.000852)     ([ 9, 3]  0.001209)     ([ 9, 4]  0.001728) 
    ([ 1, 1]  0.000996)     ([ 1, 2]  0.001307)     ([ 1, 3]  0.000758)     ([ 1, 4]  0.001782) 
  }
  From:  (9, 4)  {
    ([ 7, 2]  0.000871)     ([ 7, 3]  0.001525)     ([ 7, 4]  0.001052)     ([ 7, 5]  0.001402) 
    ([ 8, 2]  0.001007)     ([ 8, 3]  0.001539)     ([ 8, 4]  0.001395)     ([ 8, 5]  0.001473) 
    ([ 9, 2]  0.000786)     ([ 9, 3]  0.001597)     ([ 9, 4]  0.000854)     ([ 9, 5]  0.000823) 
    ([ 1, 2]  0.001609)     ([ 1, 3]  0.000669)     ([ 1, 4]  0.000662)     ([ 1, 5]  0.001741) 
  }
  From:  (9, 5)  {
    ([ 7, 3]  0.000811)     ([ 7, 4]  0.000884)     ([ 7, 5]  0.001561)     ([ 7, 6]  0.001054) 
    ([ 8, 3]  0.001073)     ([ 8, 4]  0.001656)     ([ 8, 5]  0.001060)     ([ 8, 6]  0.001601) 
    ([ 9, 3]  0.001507)     ([ 9, 4]  0.000957)     ([ 9, 5]  0.001736)     ([ 9, 6]  0.001087) 
    ([ 1, 3]  0.001168)     ([ 1, 4]  0.001424)     ([ 1, 5]  0.000676)     ([ 1, 6]  0.000775) 
  }
  From:  (9, 6)  {
    ([ 7, 4]  0.001496)     ([ 7, 5]  0.001098)     ([ 7, 6]  0.001724)     ([ 7, 7]  0.001137) 
    ([ 8, 4]  0.001841)     ([ 8, 5]  0.000947)     ([ 8, 6]  0.001481)     ([ 8, 7]  0.001082) 
    ([ 9, 4]  0.001050)     ([ 9, 5]  0.001489)     ([ 9, 6]  0.001036)     ([ 9, 7]  0.000942) 
    ([ 1, 4]  0.001225)     ([ 1, 5]  0.001260)     ([ 1, 6]  0.001774)     ([ 1, 7]  0.001381) 
  }
  From:  (9, 7)  {
    ([ 7, 5]  0.001664)     ([ 7, 6]  0.001714)     ([ 7, 7]  0.000889)     ([ 7, 8]  0.001609) 
    ([ 8, 5]  0.001588)     ([ 8, 6]  0.001246)     ([ 8, 7]  0.001695)     ([ 8, 8]  0.000744) 
    ([ 9, 5]  0.001233)     ([ 9, 6]  0.000955)     ([ 9, 7]  0.001387)     ([ 9, 8]  0.000673) 
    ([ 1, 5]  0.001794)     ([ 1, 6]  0.001314)     ([ 1, 7]  0.001814)     ([ 1, 8]  0.000884) 
  }
  From:  (9, 8)  {
    ([ 7, 6]  0.001499)     ([ 7, 7]  0.001760)     ([ 7, 8]  0.001104)     ([ 7, 9]  0.001525) 
    ([ 8, 6]  0.001504)     ([ 8, 7]  0.001799)     ([ 8, 8]  0.001526)     ([ 8, 9]  0.001546) 
    ([ 9, 6]  0.001587)     ([ 9, 7]  0.001563)     ([ 9, 8]  0.001144)     ([ 9, 9]  0.001052) 
    ([ 1, 6]  0.000658)     ([ 1, 7]  0.000820)     ([ 1, 8]  0.000659)     ([ 1, 9]  0.000840) 
  }
  From:  (9, 9)  {
    ([ 7, 7]  0.000902)     ([ 7, 8]  0.000834)     ([ 7, 9]  0.001629)     ([ 7, 1]  0.001256) 
    ([ 8, 7]  0.000884)     ([ 8, 8]  0.001424)     ([ 8, 9]  0.000820)     ([ 8, 1]  0.000851) 
    ([ 9, 7]  0.001387)     ([ 9, 8]  0.001845)     ([ 9, 9]  0.001698)     ([ 9, 1]  0.000899) 
    ([ 1, 7]  0.001382)     ([ 1, 8]  0.000937)     ([ 1, 9]  0.000887)     ([ 1, 1]  0.001114) 
  }
}

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