================================================================================== Group-A Sep Oct Nov Dec Mon 16:20-19:10 03 17 01 15 29 12 26 10 ---------------------------------------------------------------------------------- Snitko Kate 4.5 5 4+1 4 3 3.5+1 5 Nikonorova Dasha 4.5 5 5.1 5 3 4.5+0.4 5 Pyatsigorets Yulia 4.5 5 3.9+1 4 3 3.5+1 5 Ivanovski Igor 4 4 3 3 3 - 3 Krivitski Andrei 4.5 5 4+1 4 3+1.5 3.5+1.4 5 Popko Andrei 4 1 1+4*+0.9 3 3 3.5+1 5 Divnov Artyom 4 - - 3 3 3.5+1 - Sapon Vasiliy 4.4 4 1+0.9 3 3 3.5+1 5 Kalybski Vasiliy 4 4.9^ - 4 3 3.5+1.2 5 Demenuk Roman 2.5% 5 5.5 5 3+1 4.5+0.4 5 ---------------------------------------------------------------------------------- * => 10/03 additionally; ^ => 10/24; % => attended only last half Notice on 29 Oct => Next week 1, or 2 will be added when you show me your homework Notice on 12 Nov => Next week 1-2 will be added when you show me your homework ================================================================================== Group-B Sep Oct Nov Dec Wed 13:20-16:10 05 19 03 17 31 14 28 12 ---------------------------------------------------------------------------------- Lesnev Pavel 4.9 5 O 4 3 3 4 5 Maksimchuk Alexandr 5 5 T 4.9 4.2 3+2 5 5$ Mar'in Alexandr 1+3.5& 4 H T 4 3 3 3.5+2 4 Maslakov Eduard 4.9 5 E E 4.9 3 3 4 5 Matyuhevich Ekaterina 4.9 5 R A 4 3 3.8* 3.5 4 Mikijchuk Vladimir 4.9 5 C 4 3 4& 3.5 4 Priluckiy Vladislav 4.9 5 H 4.9 4 3 4.5 5 Ryzhkovskiy Maksim 4.9 4 E 4 4.3 3 4+1.5# 3 Fedorova Anna 5 5 R 4 4.5 3 4.9 4.5 ---------------------------------------------------------------------------------- * => 10/24 10/31: store one pattern and start dynamics with some noises 10/14: store multiple patterns $ => +1 when shown graphic # => 12/05 ================================================================================== Group-C Sep Oct Nov Dec Wed 13:20-16:10 12 26 10 24 7 21 05 19 ---------------------------------------------------------------------------------- Gordievich Ariadna 5 3.7 I 4 N 3+1.5 4.5 Antonov Vitali 5 3.8 M 4 . 3 4.5 Gladun Lilya 5 2 W Y 3.8 H 4$ 4.5 Bakunovich Dmitriy 5 3.8 A 5 O 4+1.5 4.5 Kabachuk Roman 5 2 S M 5 L 6 4.5 Karalenka Aliaksei 5.1 4.9 I - I 4.5 6 Kuz Eugene 5 3.8 S S 5 D 3+1.5 4.5 Epifancev Alexandr 5 1.5 O T 3 A - 4 Volkovich Mikhail 5 4.9 R A 5 Y 3+2 4.5 Kvir Andrey 5 0 R K 3 3 3.5 Anton Kohovetz 5 2.5 Y E 3 - 2.5 ---------------------------------------------------------------------------------- (1) -> (2) & (3) -> (4) $ => 11/28 ================================================================================== [Contents] (1) random 3-layer network (20-5-1) (2) boolean n-parity with input from keyboard (5-5-1) showing correct of N.G. (3) repeated run automaticaly giving 32 input show also score (4) Hopfield neural network: random start neuron -1 or +1 weigts from -1 to 1 at random (5) Hopfield neural network: store patterns (6) Kohonen neural Network - self orgaization (7) Kohonen neural Network - self orgaization (8) Kohonen neural Network - self orgaization --- A 5-5-1 neural network for even-parity problem --- An example of 25 weights from 1st layer to 2nd layer: 0.96, -0.14, 0.70, 0.31, -0.59, 0.45, 0.21, -0.36, 0.11, -0.29, -0.29, 0.52, 0.77, 0.04, -0.42, 0.72, -0.16, -0.13, -0.62, 0.74, -0.36, -0.02, 0.93, 0.60, -0.09 from 2nd layer to output 0.96, -0.14, 0.70, 0.31, -0.59 (found by Dzemianiuk Raman 2012.10.2)