1 00:00:06,889 --> 00:00:03,649 good morning everyone 2 00:00:12,910 --> 00:00:06,899 today I'm talking about my study devoted 3 00:00:20,840 --> 00:00:12,920 to field rng random number generator and 4 00:00:23,420 --> 00:00:20,850 just readings right altitude of random 5 00:00:28,099 --> 00:00:23,430 generator during coherent events would 6 00:00:30,700 --> 00:00:28,109 show animalistic statistical biases but 7 00:00:36,530 --> 00:00:30,710 little is known about our energies 8 00:00:38,959 --> 00:00:36,540 output reliability generalization study 9 00:00:47,720 --> 00:00:38,969 for figured energy studies would be 10 00:00:51,680 --> 00:00:47,730 expected but what is reliability define 11 00:00:54,680 --> 00:00:51,690 as consistency or stability of 12 00:00:57,439 --> 00:00:54,690 measurement channel measured be 13 00:01:00,590 --> 00:00:57,449 confirmed by further measurements or 14 00:01:05,539 --> 00:01:00,600 observations if you measure the same 15 00:01:10,310 --> 00:01:05,549 thing would you get the same Sheen same 16 00:01:14,780 --> 00:01:10,320 scope for example case of weight machine 17 00:01:21,770 --> 00:01:14,790 test retest first weight machine shows 18 00:01:24,770 --> 00:01:21,780 52 major 50 kilogram second if the 19 00:01:30,440 --> 00:01:24,780 weight machine has high reliability we 20 00:01:36,550 --> 00:01:30,450 can get same similar value even if 21 00:01:44,400 --> 00:01:36,560 condition differs stable value is got 22 00:01:55,120 --> 00:01:49,090 but if lowly liability so different but 23 00:02:00,640 --> 00:01:55,130 even if same condition so intricate 24 00:02:04,560 --> 00:02:00,650 trust correlation is used in variability 25 00:02:10,240 --> 00:02:04,570 index defined as a ratio of variance I 26 00:02:15,660 --> 00:02:10,250 see she is the ratio of variance within 27 00:02:19,150 --> 00:02:15,670 variance and between variants so become 28 00:02:26,320 --> 00:02:19,160 - between variance is more than within 29 00:02:28,420 --> 00:02:26,330 variance case of arranged outputs we 30 00:02:32,220 --> 00:02:28,430 examine whether measurement can 31 00:02:36,130 --> 00:02:32,230 reproduce same score or - same target 32 00:02:43,000 --> 00:02:36,140 exploring optimal conditions which show 33 00:02:45,990 --> 00:02:43,010 good enough reliability my purpose to 34 00:02:49,000 --> 00:02:46,000 evaluate our energy output reliability 35 00:02:52,770 --> 00:02:49,010 exploratory on the assumption that our 36 00:02:57,759 --> 00:02:52,780 angel which concerns with consciousness 37 00:03:00,940 --> 00:02:57,769 how to apply filter on Angie using same 38 00:03:07,800 --> 00:03:00,950 event repetitions movie theater 39 00:03:21,620 --> 00:03:12,240 assuming audience emotion influence 40 00:03:34,550 --> 00:03:24,470 at which transition pattern depends on 41 00:03:38,660 --> 00:03:34,560 movie scenes different patterns will be 42 00:03:45,560 --> 00:03:38,670 observed in case of other movie in case 43 00:03:50,500 --> 00:03:45,570 of horror movie animation exciting nesaf 44 00:03:55,640 --> 00:03:50,510 and so on and asking how long period 45 00:04:00,770 --> 00:03:55,650 level would be optimal to capture up 46 00:04:07,910 --> 00:04:00,780 down cycle faster cycle or through a 47 00:04:12,910 --> 00:04:07,920 cycle so we analyze the dependent 48 00:04:15,610 --> 00:04:12,920 variable to check the reliability 49 00:04:19,630 --> 00:04:15,620 current study used 50 00:04:24,010 --> 00:04:19,640 DWT discrete discrete wavelet transform 51 00:04:27,650 --> 00:04:24,020 the compulsion with heart filter 52 00:04:32,920 --> 00:04:27,660 computing scale questions and detail 53 00:04:42,340 --> 00:04:32,930 coefficients both of them is 54 00:04:46,910 --> 00:04:42,350 standardized score for example creating 55 00:04:50,540 --> 00:04:46,920 the detail squad first DJ's question is 56 00:05:00,800 --> 00:04:50,550 computed by difference between two sets 57 00:05:02,900 --> 00:05:00,810 for us and second is the same and scale 58 00:05:06,890 --> 00:05:02,910 coefficient is computed by summation 59 00:05:14,690 --> 00:05:06,900 between original to Rosco us in the same 60 00:05:20,660 --> 00:05:14,700 same same and now we get information of 61 00:05:23,120 --> 00:05:20,670 details coefficients so DWT decomposed 62 00:05:27,260 --> 00:05:23,130 original outputs into information of 63 00:05:29,180 --> 00:05:27,270 detail coefficients all the and detailed 64 00:05:32,480 --> 00:05:29,190 coefficients are independent from each 65 00:05:33,930 --> 00:05:32,490 other including information of period 66 00:05:39,060 --> 00:05:33,940 ranks 67 00:05:44,200 --> 00:05:41,500 compressive making it possible to 68 00:05:50,110 --> 00:05:44,210 examine how long period with length 69 00:05:55,480 --> 00:05:50,120 would be optimal so data structure 70 00:06:01,480 --> 00:05:55,490 becomes repetition and time length for 71 00:06:08,260 --> 00:06:01,490 each level as she she become high 72 00:06:13,150 --> 00:06:08,270 between balances higher than with vision 73 00:06:16,750 --> 00:06:13,160 variants for each level time index P is 74 00:06:20,020 --> 00:06:16,760 created when level one sample sizes Raj 75 00:06:25,050 --> 00:06:20,030 and whereas upper levels have small size 76 00:06:34,900 --> 00:06:31,440 procedure we conducted at movie theaters 77 00:06:38,530 --> 00:06:34,910 experiment experiment to run on the mg 78 00:06:50,650 --> 00:06:38,540 connected with PC in the baggage by not 79 00:06:55,210 --> 00:06:50,660 yet be a movie being a movie and doing 80 00:07:08,550 --> 00:07:03,659 so our previous data set URIs departures 81 00:07:12,730 --> 00:07:08,560 which is suddenly bit for shoot movies 82 00:07:16,840 --> 00:07:12,740 at the classes and Japanese animation 83 00:07:23,400 --> 00:07:16,850 movies and newly fizzy experiments 84 00:07:30,040 --> 00:07:23,410 conducted additional horror movies and 85 00:07:32,890 --> 00:07:30,050 Star Wars and mystical results show for 86 00:07:38,860 --> 00:07:32,900 each level J using detail coefficients 87 00:07:42,219 --> 00:07:38,870 to this range 90% confidence interval I 88 00:07:50,439 --> 00:07:42,229 she she arranged from negative infinity 89 00:07:57,060 --> 00:07:50,449 to 1 point 2 0 maximally expecting 0 is 90 00:07:57,070 --> 00:08:01,420 short movies and is out 91 00:08:13,760 --> 00:08:07,279 to small sample size becoming Erebus Raj 92 00:08:16,279 --> 00:08:13,770 so examination period and the animation 93 00:08:21,100 --> 00:08:16,289 movie showed partially hided abilities 94 00:08:26,659 --> 00:08:21,110 at especially longer periods from movies 95 00:08:33,190 --> 00:08:26,669 showed no reliability Star Wars Episode 96 00:08:41,199 --> 00:08:37,279 mystery horror showing partially high at 97 00:08:45,130 --> 00:08:41,209 longer periods at game using Sairam 98 00:08:49,760 --> 00:08:45,140 so the trend study analyzed and 99 00:08:53,060 --> 00:08:49,770 evaluated interim Obi reliabilities of 100 00:08:55,430 --> 00:08:53,070 our energy outputs ashes were used to 101 00:08:57,650 --> 00:08:55,440 measure the reproducibility of our range 102 00:09:04,850 --> 00:08:57,660 at which corresponding to particular 103 00:09:07,850 --> 00:09:04,860 movie scenes we found January 5th our 104 00:09:11,810 --> 00:09:07,860 energy outputs are not reliable but 105 00:09:19,600 --> 00:09:11,820 siren produced relative high as she is 106 00:09:31,189 --> 00:09:22,699 negative liabilities were often a shown 107 00:09:38,519 --> 00:09:35,670 some results remain unexplained the 108 00:09:41,610 --> 00:09:38,529 movie departure showed quite lowly 109 00:09:45,780 --> 00:09:41,620 liability during control conditions and 110 00:09:49,949 --> 00:09:45,790 expected to be but we are unable to 111 00:09:53,460 --> 00:09:49,959 interpret this data because the 112 00:09:56,280 --> 00:09:53,470 experimental travel to both the pre and 113 00:10:04,079 --> 00:09:56,290 post measurement sessions of the batch 114 00:10:08,869 --> 00:10:04,089 of beer train or car so I cannot explain 115 00:10:14,520 --> 00:10:08,879 the death dater okay first the 116 00:10:22,549 --> 00:10:16,790 [Music] 117 00:10:28,379 --> 00:10:22,559 thank you Shimizu son questions Garrett 118 00:10:33,569 --> 00:10:28,389 so as you know I think that your effect 119 00:10:36,059 --> 00:10:33,579 may be an experiment or effect and in 120 00:10:40,319 --> 00:10:36,069 which you have an expectation of what 121 00:10:45,090 --> 00:10:40,329 the RNG will do and it does it so you 122 00:10:49,439 --> 00:10:45,100 said that the output direction depends 123 00:10:52,949 --> 00:10:49,449 upon the movie scenes that happy ones go 124 00:10:58,530 --> 00:10:52,959 one direction sad ones the other or or 125 00:11:02,519 --> 00:10:58,540 whatever if you have somebody different 126 00:11:06,329 --> 00:11:02,529 who runs the RNG do you get the same 127 00:11:13,919 --> 00:11:06,339 directions other people and try to 128 00:11:15,809 --> 00:11:13,929 experiment yes so I think including 129 00:11:20,519 --> 00:11:15,819 experiment effect 130 00:11:22,290 --> 00:11:20,529 so without different becomes different 131 00:11:27,400 --> 00:11:22,300 so different people get different 132 00:11:37,310 --> 00:11:33,500 experiment effect cannot explain all of 133 00:11:45,700 --> 00:11:37,320 the variants I think what can it not 134 00:11:57,020 --> 00:11:45,710 explain because random number generator 135 00:12:01,790 --> 00:11:57,030 detect the nature characteristics not 136 00:12:08,000 --> 00:12:01,800 only experimental effect I think okay I 137 00:12:10,460 --> 00:12:08,010 hope you will write more about this yeah 138 00:12:11,990 --> 00:12:10,470 that was my question as well but I 139 00:12:15,170 --> 00:12:12,000 wanted to follow up did you ever run 140 00:12:16,910 --> 00:12:15,180 with no one no experimenter just leave 141 00:12:18,910 --> 00:12:16,920 the random number generator when the 142 00:12:22,100 --> 00:12:18,920 movie is running 143 00:12:24,530 --> 00:12:22,110 no no experimenter just the random 144 00:12:31,300 --> 00:12:24,540 number generator in the movie when 145 00:12:36,320 --> 00:12:31,310 you're not there so you said my 146 00:12:40,340 --> 00:12:36,330 experiment if you are not there there is 147 00:12:44,600 --> 00:12:40,350 no experimenter in fact so is the movie 148 00:12:49,340 --> 00:12:44,610 affecting it or if you're not there so I 149 00:12:53,579 --> 00:12:51,869 thank you and I believe now we need to 150 00:12:54,170 --> 00:12:53,589 go here Chantal for the pictures all