IA Perceptron

I nteligência Artificial Perceptron Rafael Rosario [email_address] [email_address]

Perceptrons (I) ,[object Object],[object Object],[object Object],[object Object]

Perceptron - Conhecimento ,[object Object],BIAS N1 N2  S  Wb= 3 W2=0 W1= -2

Perceptron - Treinamento ,[object Object],[object Object]

Perceptron – Exemplo (I) ,[object Object],COMPOSITOR CIENTISTA BACH X BEETHOVEN X EINSTEIN X KEPLER X

Perceptron – Exemplo (II) ,[object Object],N1 N2 SAÍDA BACH 0 0 0 BEETHOVEN 0 1 0 EINSTEIN 1 0 1 KEPLER 1 1 1 COMPOSITOR 0 CIENTISTA 1

Perceptron – Exemplo (III) ,[object Object],[object Object],BIAS N1 N2  S  Wb= 0 W2=0 W1= 0 N1 N2 SAÍDA BACH 0 0 0 BEETHOVEN 0 1 0 EINSTEIN 1 0 1 KEPLER 1 1 1

Perceptron – Exemplo (IV) ,[object Object],[object Object],BIAS N1 N2  S  Wb= 0 W2=0 W1= 0 N1 N2 SAÍDA BACH 0 0 0 BEETHOVEN 0 1 0 EINSTEIN 1 0 1 KEPLER 1 1 1

Perceptron – Exemplo (V) ,[object Object],[object Object],BIAS N1 N2  S  Wb= 0 W2=0 W1= 0 N1 N2 SAÍDA BACH 0 0 0 BEETHOVEN 0 1 0 EINSTEIN 1 0 1 KEPLER 1 1 1

Perceptron – Exemplo (VI) ,[object Object],[object Object],[object Object],BIAS N1 N2  S  Wb= 0 W2=0 W1= 0 N1 N2 SAÍDA BACH 0 0 0 BEETHOVEN 0 1 0 EINSTEIN 1 0 1 KEPLER 1 1 1

Perceptron – Exemplo (VII) ,[object Object],[object Object],[object Object],BIAS N1 N2  S  N1 N2 SAÍDA BACH 0 0 0 BEETHOVEN 0 1 0 EINSTEIN 1 0 1 KEPLER 1 1 1

Perceptron – Exemplo (VIII) ,[object Object],[object Object],[object Object],BIAS N1 N2  S  Wb= 1 W2=1 W1= 1 N1 N2 SAÍDA BACH 0 0 0 BEETHOVEN 0 1 0 EINSTEIN 1 0 1 KEPLER 1 1 1

Perceptron – Exemplo (IX) ,[object Object],[object Object],BIAS N1 N2  S  Wb= 1 W2=1 W1= 1 N1 N2 SAÍDA BACH 0 0 0 BEETHOVEN 0 1 0 EINSTEIN 1 0 1 KEPLER 1 1 1

Perceptron – Exemplo (X) ,[object Object],[object Object],[object Object],BIAS N1 N2  S  W1= 1 N1 N2 SAÍDA BACH 0 0 0 BEETHOVEN 0 1 0 EINSTEIN 1 0 1 KEPLER 1 1 1

Perceptron – Exemplo (XI) ,[object Object],[object Object],[object Object],BIAS N1 N2  S  Wb= 0 W2= 0 W1= 1 N1 N2 SAÍDA BACH 0 0 0 BEETHOVEN 0 1 0 EINSTEIN 1 0 1 KEPLER 1 1 1

Perceptron – Exemplo (XII) ,[object Object],[object Object],BIAS N1 N2  S  Wb= 0 W2= 0 W1= 1 N1 N2 SAÍDA BACH 0 0 0 BEETHOVEN 0 1 0 EINSTEIN 1 0 1 KEPLER 1 1 1

Perceptron – Exemplo (XII) ,[object Object],[object Object],[object Object],BIAS N1 N2  S  Wb= 0 W2= 0 W1= 1 N1 N2 SAÍDA BACH 0 0 0 BEETHOVEN 0 1 0 EINSTEIN 1 0 1 KEPLER 1 1 1

Perceptron – Exemplo (XIII) ,[object Object],[object Object],BIAS N1 N2  S  Wb= 0 W2= 0 W1= 1 N1 N2 SAÍDA BACH 0 0 0 BEETHOVEN 0 1 0 EINSTEIN 1 0 1 KEPLER 1 1 1

Perceptrons – Prática 1 ,[object Object],[object Object],[object Object]

Perceptrons – Prática 2 (I) ,[object Object],VÍRUS BACTÉRIA DOR CABEÇA CORISA GRIPE 1 0 1 1 RESFRIADO 0 1 0 1 GRIPE 1 0 1 0 RESFRIADO 0 1 1 1 GRIPE 0 0 1 1 RESFRIADO 0 0 0 1

Perceptrons – Prática 2 (II) ,[object Object],[object Object],[object Object],VÍRUS BACTÉRIA DOR CABEÇA CORISA ? 1 1 1 1 ? 1 0 0 0 ? 0 1 0 0 ? 0 1 1 1 ? 1 0 0 1 ? 0 0 0 0

Perceptrons - Limitação ,[object Object],[object Object],X1 X2 X1 XOR X2 0 0 0 0 1 1 1 0 1 1 1 0

Perceptrons – Prática 3 ,[object Object],[object Object]

Perceptrons Multicamadas(I) ,[object Object],1 X1 X2   X1 X2  W=? W=? W=? W=? W=? W=? W=?

Perceptrons Multicamadas(II) ,[object Object],1 X1 X2   X1 X2  W=-1,5 W=1 W=1 W=-9 W=-0.5 W=1 W=1

Perceptrons – Prática 4 (I) ,[object Object],[object Object],[object Object],Carac 1 Carac 2 Carac 3 Carac 4 Carac 5 RESULTADO A 1 1 1 1 1 RESULTADO B 1 0 0 0 0 RESULTADO C 0 1 0 0 1 RESULTADO D 0 1 1 1 0 RESULTADO B 1 0 0 1 1 Até a linha 12... … … … … ...

Perceptrons – Prática 4 (II) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Referências ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

IA Perceptron

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