Article
Zinchenko Yu.P., Eskov V.М., Grigoryeva S.V., Maistrenko V.I. (2018). New possibility of the heuristic activity of neuroemulators. Moscow University Psychology Bulletin, 3, 109-127
Abstract
Relevance. Today there are no real models of the human brain's heuristic activity. In this regard, now it is absent real models of heuristic activity of the human brain, according to the accumulated experimental material, the possibilities of modeling two basic principles of the operation of real neural networks of the human brain was presented.
Goal. The proving of real neuroemulator possibility for system synthesis as a model of heuristic behavior of human brain.
Methods. We propose the numerical repetition of electroencephalogram registration (EEG) and construct the special matrix of their (EEG) comparison. For neuroemulator we propose the numerical repetition and choice value of weight of coefficient wi0for any diagnostic parameters xi(like for real EEG).
Conclusions. It is shown that such two procedures (reverberation and chaos) are identical to the heuristic activity of the brain. The brain selects the main xi* from the set of xi variables and at the same time we move from the phase space m to the new phase space with little dimension n (n<<m). The choice of the main xi*is a problem of system synthesis (finding of the order parameters). It is realized at the expense of reverberation and chaos to neural networks. We must mark: the artificial neuron nets emphasize demonstrate such behavior at every time.
Sections: Interdisciplinary studies;
Received: 06/22/2018Accepted: 06/28/2018
Pages: 109-127
DOI: 10.11621/vsp.2018.03.109
Keywords: reverberation; chaos of parameters; quasiattractors; systemic synthesis;
Available Online 07.09.2018
Table 1.
|
Группы сравнения |
Уровни значимости р для признаков xi |
|||||
|
девочки |
Р1 — SIM |
Р2 —PAR |
Р3 — SSS |
Р4 —SDNN |
Р5 — INB |
Р6 — SpO2 |
|
H1 и H2 |
0.47 |
0.24 |
0.28 |
0.07 |
0.16 |
0.84 |
|
H1 и H3 |
0.10 |
0.02 |
0.01 |
0.03 |
0.06 |
0.47 |
Table 2.
|
|
1 |
2 |
3 |
4 |
5 |
6 |
7 |
8 |
9 |
10 |
11 |
12 |
13 |
14 |
15 |
|
1 |
|
0.00 |
0.03 |
0.29 |
0.65 |
0.00 |
0.01 |
0.00 |
0.00 |
0.00 |
0.71 |
0.19 |
0.64 |
0.00 |
0.00 |
|
2 |
0.00 |
|
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.12 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
|
3 |
0.03 |
0.00 |
|
0.15 |
0.19 |
0.11 |
0.00 |
0.00 |
0.00 |
0.02 |
0.40 |
0.00 |
0.88 |
0.00 |
0.00 |
|
4 |
0.29 |
0.00 |
0.15 |
|
0.00 |
0.65 |
0.00 |
0.00 |
0.00 |
0.10 |
0.31 |
0.07 |
0.38 |
0.00 |
0.00 |
|
5 |
0.65 |
0.00 |
0.19 |
0.00 |
|
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.79 |
0.00 |
0.48 |
0.00 |
0.00 |
|
6 |
0.00 |
0.00 |
0.11 |
0.65 |
0.00 |
|
0.00 |
0.02 |
0.00 |
0.22 |
0.34 |
0.00 |
0.68 |
0.00 |
0.00 |
|
7 |
0.01 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
|
0.00 |
0.00 |
0.00 |
0.00 |
0.22 |
0.00 |
0.00 |
0.00 |
|
8 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.02 |
0.00 |
|
0.82 |
0.01 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
|
9 |
0.00 |
0.12 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.82 |
|
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
|
10 |
0.00 |
0.00 |
0.02 |
0.10 |
0.00 |
0.22 |
0.00 |
0.01 |
0.00 |
|
0.00 |
0.00 |
0.07 |
0.00 |
0.00 |
|
11 |
0.71 |
0.00 |
0.79 |
0.31 |
0.40 |
0.34 |
0.00 |
0.00 |
0.00 |
0.00 |
|
0.00 |
0.78 |
0.00 |
0.00 |
|
12 |
0.19 |
0.00 |
0.00 |
0.07 |
0.00 |
0.00 |
0.22 |
0.00 |
0.00 |
0.00 |
0.00 |
|
0.00 |
0.00 |
0.00 |
|
13 |
0.64 |
0.00 |
0.88 |
0.38 |
0.48 |
0.68 |
0.00 |
0.00 |
0.00 |
0.07 |
0.78 |
0.00 |
|
0.00 |
0.00 |
|
14 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
|
0.00 |
|
15 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
|
Table 3.
|
Расчеты итераций по выборкам (N≥50) |
Веса wi признаков xi после N=50 итераций НЭВМ |
|||||
|
n =50 j=(1, …, 50) |
x1 — SIM |
x2 — PAR |
x3 — SSS |
x4 — SDNN |
x5 — INB |
x6 — SpO2 |
|
1 и 2 |
0.53 |
0.38 |
0.26 |
0.37 |
0.84 |
0.67 |
|
1 и 3 |
0.59 |
0.41 |
0.21 |
0.65 |
0.95 |
0.48 |
For citing this article:
Zinchenko Yu.P., Eskov V.М., Grigoryeva S.V., Maistrenko V.I. (2018). New possibility of the heuristic activity of neuroemulators. Moscow University Psychology Bulletin, 3, 109-127
