de cuong lan van 4

MUC LUC
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Lfli n6i ddu
Chtidng I-Din nh~p 1
Ch1idng 2-M~ng nd-ron perceptron 10
2.1. M(;lngperceptIon 11
2.2. Tinh kha tach cua khong gian nhung vecto hQc 12
2.3. Tinh kha tach tuy€ntinh 12
2.4. MQts61Inh v1;fcap dt;mg 13
2.5. Mo hlnh perceptIon don no-ron 17
2.6. Thu~t hQcreinforcement cho m(;lngperceptron don no-ron 17
2.7. Phuong phap bang ch6t 20
2.8. Chi€n luQcl~p bang ch6t 26
2.9. Nh~n xet 28
2.10. Cu6i chuong 32
Chtidng 3-M~ng perceptron hai lop 34
3.1. Ki€n trUccua m(;lngperceptron hai lop 34
3.2. Cac dinh nghHi 35
3.2.1. Khong gian mfiu va t~p mfiu 35
3.2.2. Phep giao cua hai t~p mfiu 35
3.2.3. HQpcua hai vecto mfiu 35
3.2.4. Cftp cua mQtvecto mfiu 35
3.2.5. Ham pixel 35
3.2.6. Ham mask 35
3.2.7. T~p substratum 36
3.2.8. T~p cover 36
3.2.9. D(;lngtuy~n chuffn s6 hQc 36
3.3. E>inhly , 37
3.4. E>inhly 39
3.5. E>inhly 39
3.6. Cu6i chuong 39

Chtidng 4-Bang quytt djnh 40
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len 01 ang quyet In
4.1.1. Thu gQnbang quye't dinh 41
4.1.2. Md fQngbang quye't dinh 42
4.1.3. Phat hi~n sl! triIng l~p lu~t 42
4.1.4. Xii'ly ngo~i l~ 43
4.2. Phat sinh ciiy quye't dinh 44
4.2.1. Column Tally 44
4.2.2. Row Tally 44
4.2.3. Phep ehie'u 45
4.3. Cd ehe' phat sinh ciiy quye't dinh 46
4.4. Thu~t toan 49
4.5. Chuy~n vi bang quye't dinh 52
4.6. MQtmile t6ng quat boa. 54
4.7. Cu6i ehu'dng 54
Chtidng 5-Ktt lu~n. : 56
Ph\lI\lCA-Phtidng phap bang ch6t 58
Ph\lI\lC B-M\lng perceptron hai lap 64
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. . uQe fi'nggla tq eua mQt am ogle tll'mQt 1e
B.2. TImt~phQpsubstratumeoa mQtveetd eho san 66
B.3. Cheo boa ma tr~nh~ s6 68
Ph\lI\lC C-Bang quytt djnh 71
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ae t u tve len quan en ngan xep
C.2. Cae tho !Velien quaDde'n ciiy 72
C.3. Cae tho !Vedung khi phat sinh ciiy quye't dinh 74