https://gitlab.com/e.reifenstein/synaptic-learning-rules-for-sequence-learning
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Tip revision: 157c347a735a090f591a2b77a71b90d7de65bca5 authored by eric on 06 April 2021, 14:12:41 UTC
minor changes in the comments
Tip revision: 157c347
snr_data.txt
tau, phase precession mean, phase locking mean, no theta mean, phase precession std, phase locking std, no theta std, phase precession snr, phase locking snr, no theta snr
0.01, 0.5319433607149687, 0.05855434974485771, 0.04893795732009402, 1.9029810998302468, 1.9645204748122493, 1.5949956427784842, 0.2795316047870471, 0.029805924904118798, 0.03068218872049333,  
0.010722672220103232, 0.5892354528963915, 0.053797182372751266, 0.07081336414596161, 1.9727889929993503, 2.049781969950464, 1.6896748329033364, 0.2986814377956059, 0.02624531933708606, 0.04190946255871275,  
0.011497569953977356, 0.6264583051806659, 0.03285426805538896, 0.05716787688341776, 2.062685797738232, 2.1276973095667557, 1.7288905830514154, 0.3037100007512475, 0.015441232128116376, 0.03306622029401016,  
0.012328467394420659, 0.6646634756909653, 0.07878724279436435, 0.07904831772775729, 2.1190980615682324, 2.218951455335287, 1.8261326588619002, 0.3136539491707538, 0.03550651935396192, 0.04328728109874698,  
0.013219411484660288, 0.7747533772288769, 0.10276709627623863, 0.07627184209413446, 2.2595610368523906, 2.3034835556497244, 1.8830485276633373, 0.34287782653046733, 0.04461377465629529, 0.04050444849065026,  
0.014174741629268055, 0.7864369128788008, 0.0945614225809605, 0.08721496473485064, 2.310790583589144, 2.424082472084294, 1.9447136491637296, 0.3403324033185642, 0.0390091606494122, 0.04484720142338438,  
0.01519911082952934, 0.8959537447508241, 0.10223333812666696, 0.1050340169273693, 2.43538897010825, 2.5005052235236325, 2.0302580647352846, 0.36788938266029847, 0.04088507281044708, 0.05173431828779076,  
0.016297508346206444, 0.9642019280343631, 0.08740039501132925, 0.13330448141063972, 2.4805821651040683, 2.5723418639813334, 2.069604417067541, 0.3886998550575775, 0.03397697492511963, 0.06441060925040022,  
0.01747528400007684, 1.0150471288703784, 0.1327169306379169, 0.11155231443897567, 2.565272618848513, 2.6860514521571317, 2.1593683458336055, 0.39568781945912934, 0.04940967550391997, 0.05165969699158106,  
0.01873817422860384, 1.0456464722497079, 0.14505247709356583, 0.13786581324298994, 2.6648937123952376, 2.7668952564460265, 2.221615359449293, 0.39237830288918674, 0.052424274737411035, 0.062056562877367286,  
0.02009233002565047, 1.192217988009908, 0.1605743500514972, 0.22527089614431375, 2.788163759635866, 2.869525060572347, 2.3466141342781897, 0.42759970030082145, 0.05595851113405837, 0.09599826952956042,  
0.021544346900318846, 1.2689240097219325, 0.22934138109240093, 0.22911316573892726, 2.919766855298218, 2.967668251654383, 2.386796551703848, 0.4345977170811906, 0.07727999279048467, 0.09599191249684504,  
0.023101297000831605, 1.312129711573741, 0.21839992883908826, 0.19670988704390066, 3.005266355616085, 3.0804267453172147, 2.5382544693943, 0.43661012246774783, 0.07089924445406605, 0.07749809540996938,  
0.024770763559917114, 1.3770407459053586, 0.2657390276023557, 0.26743984609099436, 3.145891691263249, 3.1950902428092407, 2.589903699903681, 0.4377266864366843, 0.08317105540302616, 0.10326246728823953,  
0.026560877829466867, 1.5522004011555466, 0.2513526180775274, 0.3100289063992173, 3.2909810838434437, 3.303527118952774, 2.731521523982117, 0.47165278730279897, 0.07608613733953748, 0.11350044423125953,  
0.02848035868435802, 1.5834691650284491, 0.40128032039810235, 0.38454612792419446, 3.3624204941692564, 3.42839719742811, 2.8189289252184717, 0.47093133288187156, 0.11704604142691864, 0.1364156877046453,  
0.030538555088334154, 1.6479113326283978, 0.3969118932469216, 0.40538773606442075, 3.441518282229343, 3.530696658653383, 2.8840335168803244, 0.47883265392997293, 0.11241744381356876, 0.1405627686681433,  
0.03274549162877728, 1.7773266543006023, 0.4816004254801316, 0.46279372547418063, 3.5447706919426367, 3.600141391300021, 3.0352492067041426, 0.5013939712209073, 0.1337726419978812, 0.15247305705639574,  
0.03511191734215131, 1.8847977319544436, 0.575190887828799, 0.5445683089117596, 3.619407093820743, 3.676379770344743, 3.178315101046296, 0.5207476481914061, 0.1564557863332117, 0.1713386783873281,  
0.037649358067924674, 2.0258052832422897, 0.6117649849014475, 0.6314914749785246, 3.776904596506281, 3.8199119711014693, 3.241181868862245, 0.5363665487119277, 0.16015159237427282, 0.1948337058914246,  
0.040370172585965536, 2.0800303718412922, 0.6235789075626748, 0.7384744174959944, 3.9143623217884507, 3.916398761903446, 3.382009063866873, 0.5313842206847469, 0.15922252698793196, 0.21835376651878277,  
0.04328761281083057, 2.2965920157104143, 0.7581651510749051, 0.8733769897191355, 4.045233466129946, 4.006767962614665, 3.4923909569232316, 0.5677279284222753, 0.1892211273897067, 0.25007995968715185,  
0.046415888336127795, 2.3361709775150676, 0.9431219324766902, 0.9894246821185858, 4.176479116935976, 4.137192040198875, 3.6265565817737535, 0.5593637396728974, 0.22796184545287732, 0.2728275872190189,  
0.049770235643321115, 2.5989404885310474, 1.0881170852346638, 1.0997441134107353, 4.2917250385923795, 4.195532857030324, 3.8341936643553667, 0.6055701297638257, 0.2593513439922988, 0.2868253952935454,  
0.0533669923120631, 2.7912467274877075, 1.2494971691441492, 1.2826341809874673, 4.418440895212897, 4.381971363079372, 3.9706185304654222, 0.6317266188876371, 0.2851449874072389, 0.3230313290350562,  
0.05722367659350217, 2.897288907970612, 1.4123653328586847, 1.562886011170586, 4.611978907930762, 4.544128977910647, 4.097469634680523, 0.628209487902998, 0.31081101344708717, 0.38142711246533584,  
0.06135907273413173, 3.0750668416503997, 1.6119706966971599, 1.7324843952681968, 4.788198790904631, 4.70477137754556, 4.38083624937984, 0.6422178727189873, 0.34262466065632957, 0.3954688777772625,  
0.06579332246575682, 3.4358756955165526, 1.801752789063767, 1.92402321770213, 5.0385135618819445, 4.882767082067622, 4.5030994922640275, 0.6819224863281329, 0.36900240351026725, 0.42726642416128074,  
0.07054802310718646, 3.7872465590098168, 2.12679365758767, 2.148221046476383, 5.200102985650729, 5.125269809302861, 4.681215634226834, 0.7283022219868381, 0.4149622823226464, 0.4589023908169509,  
0.07564633275546291, 3.9396623123843244, 2.4761220517679177, 2.4833559505220646, 5.241279940297334, 5.259369586327371, 4.853809381863648, 0.7516603496207894, 0.47080206308471256, 0.5116303000692964,  
0.08111308307896872, 4.417771364822561, 2.764544321029759, 2.9126892849498405, 5.595278550833683, 5.467411580707859, 5.155230591838657, 0.7895534287858329, 0.5056404260445008, 0.5649968964649175,  
0.08697490026177834, 4.7478276881020935, 3.2187864732929854, 3.242285534567493, 5.80691086532545, 5.686781816559116, 5.3811715846141945, 0.8176167670236834, 0.566011951420455, 0.6025240941652579,  
0.093260334688322, 5.08583850441531, 3.525681451038121, 3.7061157656021178, 6.037148260987088, 5.953459174813741, 5.706795589522844, 0.8424239863845523, 0.5922072105497264, 0.649421502393779,  
0.1, 5.688108491538251, 4.088987304326149, 4.115267159599503, 6.337741307501476, 6.144318455345079, 5.98039676728561, 0.8974977386353231, 0.6654907837286734, 0.6881261093095242,  
0.10722672220103231, 6.18460098963691, 4.565952641885052, 4.720741999536927, 6.789114400777497, 6.524002184965212, 6.345313785800591, 0.9109584291183312, 0.6998698823871407, 0.7439729789409161,  
0.11497569953977356, 7.030842021679764, 5.2023304159989046, 5.436086628065971, 7.20405449462974, 6.8843258763551844, 6.732500153307445, 0.9759562517081044, 0.7556775361065867, 0.8074395104759722,  
0.12328467394420659, 7.563788837964667, 5.982126715155671, 6.035329853928838, 7.610008154515088, 7.215617609579048, 7.112517781744075, 0.9939265089324512, 0.8290526242984572, 0.8485504063581972,  
0.13219411484660293, 8.223549379344634, 6.702211020962704, 6.958971924872645, 7.839243843864278, 7.766770176049692, 7.585780670680268, 1.0490232914212956, 0.862934124358442, 0.9173705683015202,  
0.14174741629268056, 9.196918325939139, 7.585390812241807, 7.746135770510513, 8.475698044779907, 8.216345579452081, 8.052645240035757, 1.0850927295131076, 0.923207372291131, 0.96193679711589,  
0.1519911082952934, 10.249582851388839, 8.47011417899877, 8.701269953233318, 9.075459117682723, 8.599899291171718, 8.622666261564472, 1.1293734805568614, 0.9849085311608032, 1.0091159380734962,  
0.16297508346206444, 11.29360117391767, 9.52423913890346, 9.553708760818406, 9.629281247329194, 9.347021863758473, 9.306153285699049, 1.1728394761602894, 1.0189597582768173, 1.02660126773323,  
0.17475284000076838, 12.301559849579213, 10.54664688254934, 10.841595266130074, 10.185070329528596, 9.925474074130932, 9.87926819259805, 1.2078031325826473, 1.0625836915979046, 1.0974087406851694,  
0.1873817422860384, 13.55871730207025, 11.75883020368817, 12.005901131103068, 10.923103765300283, 10.52222902145472, 10.548509487589165, 1.2412879702875836, 1.1175227396887135, 1.138160907493954,  
0.20092330025650468, 14.869971611042365, 13.25509051455232, 13.346882465375852, 11.585909551259505, 11.300891453797423, 11.376009491836154, 1.2834531070049524, 1.1729243280270807, 1.1732481829374413,  
0.21544346900318845, 16.111557960498445, 14.646440240694167, 14.67170063625782, 12.358983292708903, 12.0196554745146, 12.05587903024556, 1.303631340775689, 1.2185407703032058, 1.2169747721795927,  
0.23101297000831603, 17.87068055667771, 15.851786907660967, 16.205304445215884, 13.242208078577558, 13.043145656153857, 12.87905663192684, 1.3495242221414578, 1.2153346535835066, 1.2582679701122956,  
0.24770763559917114, 19.217024100076706, 17.46178536852088, 17.91380460098441, 14.033736136067192, 13.951466485669462, 14.212952595383952, 1.3693448354560611, 1.2516093119283993, 1.260385868507182,  
0.26560877829466867, 21.158487104723452, 19.08987485286047, 19.535604781914053, 15.363420353986838, 14.675911816218848, 15.034977839458378, 1.3771989971772647, 1.3007624392893664, 1.2993437696092944,  
0.2848035868435802, 22.680949258574504, 21.045305683446507, 21.158162852301604, 16.361600103501, 16.02520762309655, 16.03262041000707, 1.3862305101639363, 1.3132625909392073, 1.3196946170505808,  
0.30538555088334157, 24.270292446203452, 22.92332982627184, 23.258224397003804, 17.285492513762918, 17.295043897204533, 17.24214304530577, 1.4040845192509934, 1.3254276752646477, 1.3489172625403971,  
0.32745491628777285, 26.40966698881521, 25.073392362331216, 25.281833015555204, 18.53779679058813, 18.38548154349123, 18.47573737608037, 1.4246389302435192, 1.3637604379857877, 1.3683801897014596,  
0.3511191734215131, 28.554006695378096, 26.915653121277625, 27.47845744814381, 19.53056863253981, 19.36064400716501, 19.554853623531493, 1.462016146719065, 1.3902250933035412, 1.405198830794488,  
0.37649358067924676, 30.917630861013684, 28.47835915531423, 28.975480731753837, 20.876255648010986, 20.16031422850958, 20.6856599304909, 1.480995030062271, 1.4125950038537465, 1.4007520586299327,  
0.4037017258596556, 32.43914532221277, 31.140454122845444, 30.953145597660086, 21.98215790060416, 21.763126404995255, 21.481137663809648, 1.475703407685976, 1.4308814617599164, 1.4409453578340223,  
0.43287612810830595, 35.2593254453905, 33.31842004598484, 33.9186398181459, 23.498703948153725, 23.21668017922146, 23.786458902752365, 1.500479580626437, 1.4351069915587789, 1.4259642411179212,  
0.464158883361278, 37.28597266255842, 35.120666670669394, 35.917720586491185, 24.623932245688692, 24.11611871732379, 24.418859046617882, 1.5142168314358757, 1.4563150514531387, 1.4709008524075962,  
0.49770235643321115, 39.30418543257296, 37.72523380685401, 37.98194561985399, 25.749987555419445, 25.707669269214005, 25.702881767242168, 1.5263768709783645, 1.467470014951201, 1.4777310172379678,  
0.533669923120631, 41.93652664154387, 39.76772499764229, 39.979429592812714, 27.497009550010684, 27.217800358314282, 27.222026000440763, 1.5251304533778864, 1.461092537755144, 1.4686426936836146,  
0.5722367659350217, 43.61070019041182, 42.5360455428859, 42.38156836362453, 28.74028169088721, 28.005794055950847, 28.385814170579796, 1.5174068458848693, 1.5188301912777786, 1.4930545274812128,  
0.6135907273413173, 46.06487506625083, 44.15880936916203, 44.80033777077749, 29.45680260519725, 29.730515226247846, 29.957677204499205, 1.563811106169524, 1.4853025261457977, 1.495454319270425,  
0.6579332246575682, 48.12889094299198, 46.71213967374453, 47.06332503529906, 30.976133115305238, 30.95264881049291, 31.124224805784284, 1.55374109362965, 1.5091483756281683, 1.5121123603551587,  
0.7054802310718645, 50.799046792405576, 48.46320655664126, 49.06166322631187, 32.5039781792256, 32.4022659847782, 32.220517350539204, 1.5628562913838338, 1.4956733760351237, 1.5226839064237072,  
0.7564633275546291, 52.29898807688644, 51.52162052674618, 52.0943847086335, 33.21098656653115, 34.15968705262862, 34.46191000799538, 1.5747496079984418, 1.5082579781064342, 1.5116511155808623,  
0.8111308307896873, 55.33451141328721, 53.69281029760343, 53.550339040244836, 35.60853190072439, 34.66744916008624, 35.15377226226594, 1.553967784113041, 1.5487961069665808, 1.5233170039542463,  
0.8697490026177834, 57.569444478479724, 55.37719867546501, 55.9632225752202, 37.047606559361995, 36.128340222101436, 36.30481210758153, 1.5539315444368922, 1.532791109002791, 1.5414822258103187,  
0.9326033468832199, 59.534879171393406, 58.11143915856617, 58.433383977023894, 37.86738965136228, 37.73018713747854, 37.55729628992405, 1.572193904029813, 1.540184228263271, 1.5558463933598046,  
1.0, 61.99080341049221, 60.16412431211132, 60.60723791743164, 38.965226830728774, 38.80658941383966, 38.94464768719058, 1.5909262810092253, 1.5503584628505098, 1.5562404981613476,  
1.072267222010323, 63.258133748709504, 61.95299548294146, 62.53924575893004, 40.037365597405596, 40.333907264831474, 40.37353992041053, 1.579977423709631, 1.5360028245257662, 1.5490156642745565,  
1.1497569953977356, 65.50781774700684, 64.38946599430896, 64.35161190560574, 42.07094432889721, 41.491291465377564, 41.353511945058344, 1.5570798039351728, 1.551879050283089, 1.556134143844961,  
1.232846739442066, 67.58673032017374, 65.49543984612822, 65.95370705297596, 42.992437026048385, 42.196443658323844, 42.58150061146514, 1.572060925023257, 1.5521554464746539, 1.5488816999375032,  
1.3219411484660286, 69.17403562555968, 67.83399255131243, 68.18799701500613, 43.75424033930541, 43.617779756832626, 43.82491109806168, 1.5809675836931192, 1.5551913217381588, 1.555918661476121,  
1.4174741629268048, 71.14782539681784, 69.01806383765845, 69.39543645231439, 45.146956688186805, 44.00405522129481, 44.053374019224364, 1.5759163101116502, 1.5684478053345106, 1.5752581498532,  
1.5199110829529332, 73.71428369195256, 70.86877998161953, 71.62193522959353, 45.78617330848616, 45.33855995858627, 45.98393082787977, 1.6099682145371625, 1.5631016963563331, 1.5575426880681023,  
1.629750834620645, 74.47816478395927, 72.98191446302161, 73.1539361904789, 47.03765159639943, 47.483405489193565, 46.69556368459185, 1.5833733669999024, 1.5369983199631942, 1.5666142652137536,  
1.7475284000076847, 76.6215067334408, 74.09564388701178, 75.35372279160634, 47.77808789017019, 47.73310956428416, 48.009162085969656, 1.603695545740013, 1.5522903193060171, 1.5695696304107742,  
1.873817422860385, 78.27084509797297, 75.39874797498513, 77.37357911922676, 49.94499731211143, 48.01162223592079, 49.4456721906639, 1.5671408411307022, 1.5704270021222935, 1.5648200477662044,  
2.0092330025650478, 80.08983409148331, 78.57408719420793, 78.23996879771354, 49.5446572597003, 49.78191446167569, 49.76820752871383, 1.6165180772504506, 1.5783661203848984, 1.5720873361286498,  
2.1544346900318843, 80.66596460686957, 78.92490879409095, 78.14001868841724, 50.06177694055452, 50.18828689818963, 49.74907458992371, 1.6113284333206102, 1.5725762657369742, 1.570682858576105,  
2.31012970008316, 81.69776971267125, 80.4258390555948, 81.00074574262239, 51.29803136275629, 50.76697920078526, 51.13199540013892, 1.5926102336158257, 1.5842155732273862, 1.584149906702102,  
2.4770763559917115, 84.05697233029436, 81.84523107662203, 82.38304554923712, 52.415461227338994, 51.916845056491844, 51.96999959266316, 1.6036675126394138, 1.576467733884146, 1.5852038906089874,  
2.656087782946687, 84.20060210531153, 81.52465641531766, 84.13372616902295, 53.254221783528884, 51.64075735809724, 53.475391314979646, 1.5811066106190685, 1.578688241343824, 1.5733166995162358,  
2.848035868435802, 85.93483931087377, 84.05605748831844, 83.05777456940406, 53.41621314358237, 53.23156941577064, 53.28184365173172, 1.6087782014775474, 1.5790640480987883, 1.558838224748715,  
3.0538555088334154, 85.75078022898485, 85.36283784500407, 86.87821000069725, 53.92336793090544, 54.154761877142136, 55.039784875739215, 1.5902341326094722, 1.5762757490959325, 1.5784620197342374,  
3.2745491628777286, 87.52460622711635, 85.85596458255964, 87.41847362601361, 55.05384575364854, 54.640082906701856, 54.988251695472606, 1.5898000408321322, 1.571300042299698, 1.5897663761004988,  
3.511191734215131, 88.3291965485339, 87.40395746713597, 87.68847511832112, 55.723764454071706, 55.604362026846296, 55.523744646552586, 1.5851261560287453, 1.5718903028675437, 1.5792968517617014,  
3.7649358067924674, 89.12594577854343, 88.79333134228791, 87.8582548131081, 56.013160351450274, 55.67517189776201, 55.841407290597594, 1.5911608132683377, 1.5948461103154161, 1.5733531634669495,  
4.037017258596554, 90.69468221118669, 89.13174225495803, 90.10584312353896, 56.746144694134045, 55.44388802349204, 57.4154638699385, 1.5982527570822262, 1.607602666991755, 1.5693654122111245,  
4.328761281083057, 91.28527189427174, 90.52076927842185, 90.69978452871665, 57.19685305645367, 56.48633721986381, 57.64251209679967, 1.595984167243827, 1.6025250305411836, 1.5734877129644103,  
4.641588833612782, 92.34458168170475, 89.68516533057522, 90.47157864302417, 57.49152057404933, 57.598966282334956, 57.96716011803401, 1.6062295928103787, 1.5570620641169526, 1.5607385019173607,  
4.9770235643321135, 92.91114985866676, 90.99994664697311, 91.86886549111519, 58.29002875391597, 57.7159178172595, 57.70311917299816, 1.5939458573765914, 1.5766871616786502, 1.5920953114455674,  
5.336699231206313, 93.37469909906693, 91.55988460462919, 92.17369568574074, 58.2163659576151, 58.92995770629304, 58.68223615113651, 1.6039252461592868, 1.5537069458112243, 1.5707256868730555,  
5.72236765935022, 93.09366328853777, 92.86180567024613, 94.00806598395747, 58.50837344171915, 57.781023484943695, 59.55549310333483, 1.591116925875053, 1.6071332778389364, 1.5784953005232267,  
6.135907273413176, 94.51404003314096, 93.36856498401156, 92.9138834826773, 59.64358079550795, 59.36398726255598, 58.77880247134076, 1.584647312796137, 1.572814921798625, 1.5807379459283823,  
6.5793322465756825, 95.13884035741278, 92.29015938621183, 94.6549593112649, 60.0370786522213, 58.36857880312145, 60.09999635552283, 1.5846680500316574, 1.5811616674359785, 1.574957821150794,  
7.054802310718645, 96.10369033949424, 94.34882901578902, 95.83147280693474, 60.37834893066276, 59.522637428559484, 61.08618085608088, 1.59169126088323, 1.5850915398201026, 1.5687913610561746,  
7.56463327554629, 96.56186723399789, 93.73778524927059, 94.96806181422954, 60.612868934722165, 58.82921423446283, 60.79328713111635, 1.5930918455285705, 1.5933883610221315, 1.5621471760427512,  
8.111308307896872, 97.84204026177507, 95.82178573549784, 94.90646432799326, 60.641707237749436, 60.81156521591456, 60.684381234465064, 1.6134446854897984, 1.5757164841141271, 1.5639356024955582,  
8.697490026177835, 96.93433415247843, 96.280320959616, 95.2954886108621, 60.53184506156974, 60.91936865971512, 60.52327004383906, 1.6013774907056282, 1.5804550027007165, 1.574526434904068,  
9.326033468832199, 97.01154612676964, 95.7190444286357, 96.71440940756051, 60.48442477645216, 60.74347830936001, 61.01035037360793, 1.6039095434125423, 1.5757912963289473, 1.5852131452337563,  
10.0, 99.36958952474173, 96.8696293800039, 96.61806406350436, 61.73423764661536, 60.83893282804088, 61.113624709023355, 1.6096349985491356, 1.5922309099964413, 1.5809578391647716,  
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