MUC LUC . . 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 4 1 B ., d ,:?, b ? , d . h 41 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 B 1 1:'\ 00 - .".? " h ' 1 ". , " f ' l 64 . . 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 C 1 C " h ? 1 ." d , ~ , 71 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 . 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 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 PhlIlCA-Phtidng. , 37 3 .4. E>inhly 39 3.5. E>inhly 39 3.6. Cu6i chuong 39 Chtidng 4- Bang quytt djnh 40 4 1 B ., d ,:?, b ? , d . h 41 len 01 ang quyet In 4. 1.1. Thu gQnbang quye't dinh 41 4. 1.2.