id sid eid entity type esrj-31428 1 1 geofisica colombiana PERSON esrj-31428 1 2 dlciembre de 2003 DATE esrj-31428 1 3 d.c. issn PERSON esrj-31428 1 4 2974 DATE esrj-31428 1 5 mexico city GPE esrj-31428 1 6 carlos a. vargas j. universidad nacional de colombia PERSON esrj-31428 1 7 bogota GPE esrj-31428 1 8 grupo de geofisica ORG esrj-31428 1 9 cavargasj@unal.edu.co julio c. cuenca s. instituto de ingenieria ORG esrj-31428 1 10 unam GPE esrj-31428 1 11 mexico GPE esrj-31428 1 12 d. e GPE esrj-31428 1 13 mexico GPE esrj-31428 1 14 jccsa@pumas.iingen.unam.mx GPE esrj-31428 1 15 implementado una red neuronal de tres capas ORG esrj-31428 1 16 escondidas PERSON esrj-31428 1 17 40 CARDINAL esrj-31428 1 18 neuronas GPE esrj-31428 1 19 por capa para ser usada como funciones de trasferencia suelo ORG esrj-31428 1 20 estaciones acelerornetricas en ciudad de mexico ORG esrj-31428 2 1 la red fue entrenada con ORG esrj-31428 2 2 entrenamiento GPE esrj-31428 2 3 por medio de vectores ORG esrj-31428 2 4 de aceleracion de entrada PERSON esrj-31428 2 5 y salida PERSON esrj-31428 2 6 doce registros de cinco eventos ORG esrj-31428 2 7 sismicos localizados en la costa de guerrero PERSON esrj-31428 2 8 y uno al sur de puebla PERSON esrj-31428 2 9 5,8 CARDINAL esrj-31428 2 10 7,3 ORG esrj-31428 3 1 los resultados obtenidos en el dominio de la frecuencia ORG esrj-31428 3 2 bastante buenos PERSON esrj-31428 3 3 entre 0,2 ORG esrj-31428 3 4 5 CARDINAL esrj-31428 4 1 el dominio del tiempo GPE esrj-31428 4 2 resultados ORG esrj-31428 5 1 debido ORG esrj-31428 5 2 los GPE esrj-31428 5 3 del fenomeno PERSON esrj-31428 5 4 herramienta usando mas registros de movimientos fuertes para entrenar la PERSON esrj-31428 5 5 asi el fenomeno puede ser aprendido mejor mediante una base de datos confiable ORG esrj-31428 6 1 palabras clave ORG esrj-31428 6 2 redes neuronales PERSON esrj-31428 6 3 respuesta oe sitlo ORG esrj-31428 6 4 ciuoao de mexico ORG esrj-31428 6 5 three CARDINAL esrj-31428 6 6 40 CARDINAL esrj-31428 6 7 two CARDINAL esrj-31428 6 8 mexico city GPE esrj-31428 7 1 twelve CARDINAL esrj-31428 7 2 five CARDINAL esrj-31428 7 3 5.8 CARDINAL esrj-31428 7 4 7.3 CARDINAL esrj-31428 7 5 three CARDINAL esrj-31428 8 1 between 0.2 to 5 CARDINAL esrj-31428 8 2 the lake zone LOC esrj-31428 11 1 mexico city GPE esrj-31428 11 2 the past three decades DATE esrj-31428 13 1 1970 DATE esrj-31428 13 2 su et al. PERSON esrj-31428 13 3 1992 DATE esrj-31428 13 4 jacobi ORG esrj-31428 13 5 1993 DATE esrj-31428 13 6 kato et al. PERSON esrj-31428 13 7 1995 DATE esrj-31428 13 8 su PERSON esrj-31428 13 9 aki, 1995 ORG esrj-31428 13 10 steidl et al. ORG esrj-31428 13 11 1996 DATE esrj-31428 13 12 mucciarelli, 1998 DATE esrj-31428 13 13 al. GPE esrj-31428 13 14 1998 DATE esrj-31428 13 15 1999 DATE esrj-31428 14 1 nakamura ORG esrj-31428 14 2 1989 DATE esrj-31428 14 3 mexican NORP esrj-31428 14 4 chavez-garcia PERSON esrj-31428 14 5 1994 DATE esrj-31428 14 6 chavez-garcia PERSON esrj-31428 14 7 cuenca, 1996 ORG esrj-31428 15 1 mexico city GPE esrj-31428 15 2 ordaz PERSON esrj-31428 15 3 1993 DATE esrj-31428 15 4 chavez-garcia PERSON esrj-31428 15 5 1994 DATE esrj-31428 16 1 singh manuscrito recibido para PERSON esrj-31428 16 2 ells de abril de 2003 ORG esrj-31428 17 1 articulo aceptaco para publicacion PERSON esrj-31428 17 2 por el comrte ORG esrj-31428 17 3 el 30 de octubre de 2003 FAC esrj-31428 18 1 74 CARDINAL esrj-31428 18 2 geofislca colombiana PERSON esrj-31428 18 3 7 DATE esrj-31428 18 4 2003 DATE esrj-31428 18 5 mexico city GPE esrj-31428 18 6 ordaz PERSON esrj-31428 19 1 anderson, 1990 ORG esrj-31428 19 2 aguirre et al. PERSON esrj-31428 19 3 2000 DATE esrj-31428 19 4 moya et al. PERSON esrj-31428 19 5 2000 DATE esrj-31428 19 6 2000 DATE esrj-31428 19 7 garcia et al. PERSON esrj-31428 19 8 200;0;vargas CARDINAL esrj-31428 19 9 2002 DATE esrj-31428 20 1 mexico city GPE esrj-31428 21 1 digital acceleration data associates ORG esrj-31428 21 2 five CARDINAL esrj-31428 21 3 the instituto de ingenieria unam ORG esrj-31428 21 4 the centro nacional de prevencion de desastres ORG esrj-31428 21 5 mexican NORP esrj-31428 22 1 100 CARDINAL esrj-31428 22 2 200 CARDINAL esrj-31428 22 3 sec ORG esrj-31428 23 1 four CARDINAL esrj-31428 23 2 mexican NORP esrj-31428 23 3 one CARDINAL esrj-31428 23 4 puebla city GPE esrj-31428 23 5 three CARDINAL esrj-31428 24 1 mexico city GPE esrj-31428 24 2 cena ORG esrj-31428 25 1 4 CARDINAL esrj-31428 25 2 cena ORG esrj-31428 25 3 2 CARDINAL esrj-31428 25 4 1 CARDINAL esrj-31428 26 1 non-linear ORG esrj-31428 27 1 five CARDINAL esrj-31428 28 1 vargas et al PERSON esrj-31428 29 1 2002 DATE esrj-31428 29 2 armenian NORP esrj-31428 29 3 colombia GPE esrj-31428 30 1 fifteen CARDINAL esrj-31428 30 2 5 CARDINAL esrj-31428 30 3 3 CARDINAL esrj-31428 30 4 twelve CARDINAL esrj-31428 30 5 three CARDINAL esrj-31428 32 1 2002 DATE esrj-31428 32 2 garcia et al. PERSON esrj-31428 32 3 2000 DATE esrj-31428 33 1 mexico city GPE esrj-31428 33 2 1 CARDINAL esrj-31428 33 3 mexico city GPE esrj-31428 33 4 5 CARDINAL esrj-31428 33 5 2 CARDINAL esrj-31428 34 1 5.7 CARDINAL esrj-31428 34 2 7.3 CARDINAL esrj-31428 34 3 far than 4 minutes TIME esrj-31428 35 1 2 CARDINAL esrj-31428 35 2 one CARDINAL esrj-31428 36 1 12 CARDINAL esrj-31428 36 2 50 seconds TIME esrj-31428 38 1 12 CARDINAL esrj-31428 38 2 johansson et al. PERSON esrj-31428 38 3 1990 DATE esrj-31428 38 4 three CARDINAL esrj-31428 38 5 40 CARDINAL esrj-31428 39 1 first ORDINAL esrj-31428 39 2 two CARDINAL esrj-31428 39 3 non-linear ORG esrj-31428 39 4 j. earthquake PERSON esrj-31428 39 5 cena ORG esrj-31428 43 1 # MONEY esrj-31428 43 2 mm PERSON esrj-31428 43 3 1 10 DATE esrj-31428 43 4 6.3 18.02 CARDINAL esrj-31428 43 5 101.56 CARDINAL esrj-31428 43 6 2.7239 nw guerrero PRODUCT esrj-31428 44 1 2 14 DATE esrj-31428 44 2 1995 DATE esrj-31428 44 3 7.3 16.31 CARDINAL esrj-31428 44 4 3.1 176 CARDINAL esrj-31428 44 5 south coast LOC esrj-31428 44 6 3 15 DATE esrj-31428 44 7 6.7 18.18 CARDINAL esrj-31428 44 8 1.9 129 CARDINAL esrj-31428 45 1 21 june 1999 DATE esrj-31428 45 2 15.8 CARDINAL esrj-31428 45 3 5 29 DATE esrj-31428 45 4 december 1999 DATE esrj-31428 45 5 5.9 18.02 CARDINAL esrj-31428 45 6 101.68 CARDINAL esrj-31428 46 1 geofisica colombiana PERSON esrj-31428 46 2 7 DATE esrj-31428 46 3 75 third TIME esrj-31428 47 1 1996 DATE esrj-31428 48 1 0.02 CARDINAL esrj-31428 48 2 10 CARDINAL esrj-31428 48 3 0.02 CARDINAL esrj-31428 49 1 3 CARDINAL esrj-31428 50 1 mexico city GPE esrj-31428 50 2 between 0.2 to 5 CARDINAL esrj-31428 50 3 chavez-garcia PERSON esrj-31428 50 4 1994 DATE esrj-31428 50 5 chavez-garcia PERSON esrj-31428 50 6 cuenca, 1996 ORG esrj-31428 52 1 4 CARDINAL esrj-31428 52 2 12 CARDINAL esrj-31428 53 1 4 CARDINAL esrj-31428 54 1 4 CARDINAL esrj-31428 56 1 3 CARDINAL esrj-31428 57 1 5 CARDINAL esrj-31428 57 2 0.02-5 CARDINAL esrj-31428 61 1 6 CARDINAL esrj-31428 63 1 first ORDINAL esrj-31428 64 1 7 CARDINAL esrj-31428 65 1 mexican NORP esrj-31428 67 1 76 CARDINAL esrj-31428 67 2 al PERSON esrj-31428 67 3 five CARDINAL esrj-31428 67 4 two CARDINAL esrj-31428 67 5 mexico city GPE esrj-31428 68 1 three CARDINAL esrj-31428 68 2 40 CARDINAL esrj-31428 69 1 12 CARDINAL esrj-31428 69 2 three CARDINAL esrj-31428 74 1 bibliography aguirre,1. ORG esrj-31428 74 2 contreras PERSON esrj-31428 74 3 m. g. PERSON esrj-31428 74 4 h. c. 2000 PERSON esrj-31428 75 1 de sitio utilizando algoritmos geneticos ORG esrj-31428 75 2 y el modelo de fuente w-2 PERSON esrj-31428 76 1 memorias del simposio intemacional PERSON esrj-31428 76 2 anderson PERSON esrj-31428 76 3 k. r. 1990 PERSON esrj-31428 78 1 bull PERSON esrj-31428 81 1 80 DATE esrj-31428 81 2 1893-1909 DATE esrj-31428 82 1 chavez-garcia PERSON esrj-31428 82 2 f. j. PERSON esrj-31428 82 3 j. cuenca.1996 PERSON esrj-31428 83 1 mexico city GPE esrj-31428 87 1 engng LANGUAGE esrj-31428 87 2 141 CARDINAL esrj-31428 88 1 chen PERSON esrj-31428 88 2 1999 DATE esrj-31428 90 1 d. NORP esrj-31428 90 2 sch ORG esrj-31428 90 3 ofgeophys PERSON esrj-31428 91 1 sci. ORG esrj-31428 91 2 ga ORG esrj-31428 91 3 inst PERSON esrj-31428 91 4 oftechnol PERSON esrj-31428 91 5 atlanta GPE esrj-31428 93 1 l. 1996 PERSON esrj-31428 94 1 redes neuronales artificiales para ingenieros PERSON esrj-31428 95 1 universidad de cantabria ORG esrj-31428 96 1 d. m. PERSON esrj-31428 96 2 joyner PERSON esrj-31428 96 3 w. b. PERSON esrj-31428 96 4 dietel ORG esrj-31428 96 5 c. m. 1999 PERSON esrj-31428 97 1 the van norman FAC esrj-31428 97 2 1994 DATE esrj-31428 97 3 california GPE esrj-31428 98 1 bull PERSON esrj-31428 101 1 89 DATE esrj-31428 101 2 1214-1231 DATE esrj-31428 102 1 e. h. PERSON esrj-31428 102 2 k. h. PERSON esrj-31428 105 1 geoph PERSON esrj-31428 107 1 leu PERSON esrj-31428 107 2 20 CARDINAL esrj-31428 107 3 2925 CARDINAL esrj-31428 109 1 1993 DATE esrj-31428 110 1 redes neuronales PERSON esrj-31428 111 1 addison wesley-iberoamericana PERSON esrj-31428 112 1 garcia PERSON esrj-31428 112 2 s. PERSON esrj-31428 112 3 m. p. PERSON esrj-31428 112 4 sarmiento PERSON esrj-31428 113 1 mexico city GPE esrj-31428 114 1 memorias del simposio intemacional PERSON esrj-31428 114 2 m. t. PERSON esrj-31428 114 3 h. b. PERSON esrj-31428 114 4 beale GPE esrj-31428 114 5 m. h. 1996 PERSON esrj-31428 116 1 boston GPE esrj-31428 116 2 pws publishing ORG esrj-31428 117 1 hoshiba ORG esrj-31428 117 2 m. 1993 PERSON esrj-31428 118 1 japan GPE esrj-31428 119 1 j. geophys PERSON esrj-31428 120 1 98,15809-15824 DATE esrj-31428 121 1 johansson PERSON esrj-31428 121 2 e. m. PERSON esrj-31428 121 3 dowla GPE esrj-31428 121 4 f. v. PERSON esrj-31428 121 5 goodman ORG esrj-31428 121 6 d. m. 1990 PERSON esrj-31428 122 1 7 DATE esrj-31428 122 2 diciembre oe 2003 DATE esrj-31428 123 1 lawrence livermore PERSON esrj-31428 124 1 kato PERSON esrj-31428 124 2 k., k. aki PERSON esrj-31428 124 3 m. takemura PERSON esrj-31428 124 4 1995 DATE esrj-31428 126 1 bull PERSON esrj-31428 129 1 85 DATE esrj-31428 129 2 467 CARDINAL esrj-31428 130 1 lee PERSON esrj-31428 130 2 w. h. PERSON esrj-31428 130 3 k. PERSON esrj-31428 130 4 chouet PERSON esrj-31428 130 5 b. PERSON esrj-31428 130 6 johnson PERSON esrj-31428 130 7 s. GPE esrj-31428 130 8 newberry GPE esrj-31428 130 9 j. t. PERSON esrj-31428 130 10 ryall GPE esrj-31428 130 11 a. s. PERSON esrj-31428 130 12 stewart GPE esrj-31428 130 13 s. w. PERSON esrj-31428 130 14 1986 DATE esrj-31428 131 1 california GPE esrj-31428 131 2 nevada GPE esrj-31428 132 1 bull PERSON esrj-31428 135 1 76 DATE esrj-31428 135 2 1143-1150 CARDINAL esrj-31428 136 1 lermo PERSON esrj-31428 136 2 j. and f. j. chavez-garcia PERSON esrj-31428 137 1 1994 DATE esrj-31428 138 1 mexico city GPE esrj-31428 141 1 13,413 CARDINAL esrj-31428 142 1 moya ORG esrj-31428 142 2 aguirre PERSON esrj-31428 142 3 j., irikura PERSON esrj-31428 147 1 20 CARDINAL esrj-31428 148 1 iel j. PERSON esrj-31428 148 2 17 CARDINAL esrj-31428 149 1 ci'o PERSON esrj-31428 149 2 0'ยท CARDINAL esrj-31428 149 3 1 CARDINAL esrj-31428 149 4 lei l-- PERSON esrj-31428 151 1 -99 -98 PERSON esrj-31428 153 1 1.five CARDINAL esrj-31428 154 1 dec/l0/94 FAC esrj-31428 154 2 ~ -200 MONEY esrj-31428 154 3 120 CARDINAL esrj-31428 155 1 120 CARDINAL esrj-31428 155 2 120 CARDINAL esrj-31428 155 3 2 CARDINAL esrj-31428 155 4 december 10of 1994registered DATE esrj-31428 156 1 ge'ofislca colombiana PERSON esrj-31428 156 2 7 DATE esrj-31428 156 3 1998 DATE esrj-31428 158 1 1. CARDINAL esrj-31428 159 1 2 CARDINAL esrj-31428 159 2 no.4 GPE esrj-31428 159 3 625 CARDINAL esrj-31428 160 1 nakamura PERSON esrj-31428 160 2 1989 DATE esrj-31428 162 1 30 DATE esrj-31428 163 1 february DATE esrj-31428 164 1 1 CARDINAL esrj-31428 164 2 d. hatzfeld PERSON esrj-31428 164 3 c. papaioannou PERSON esrj-31428 164 4 y s. nechtschein PERSON esrj-31428 165 1 1998 DATE esrj-31428 166 1 euro CARDINAL esrj-31428 167 1 bull PERSON esrj-31428 170 1 88 DATE esrj-31428 170 2 488 CARDINAL esrj-31428 171 1 m. p. PERSON esrj-31428 171 2 rangel PERSON esrj-31428 171 3 j. l. PERSON esrj-31428 171 4 garcia PERSON esrj-31428 171 5 s. r. PERSON esrj-31428 171 6 e. 2000 PERSON esrj-31428 173 1 asian institute of technology ORG esrj-31428 174 1 singh GPE esrj-31428 174 2 s. k. PERSON esrj-31428 174 3 m. ordaz PERSON esrj-31428 175 1 1993 DATE esrj-31428 176 1 mexico city GPE esrj-31428 177 1 bull PERSON esrj-31428 178 1 seis PERSON esrj-31428 180 1 83 DATE esrj-31428 180 2 1298-1306 DATE esrj-31428 181 1 steidl ORG esrj-31428 181 2 j. h. PERSON esrj-31428 181 3 a. g. tumarkin PERSON esrj-31428 181 4 r. j. archuleta. PERSON esrj-31428 181 5 1996 DATE esrj-31428 183 1 bull PERSON esrj-31428 184 1 seis PERSON esrj-31428 186 1 86,1733 CARDINAL esrj-31428 187 1 su PERSON esrj-31428 187 2 f. PERSON esrj-31428 187 3 k. aki. PERSON esrj-31428 187 4 1995 DATE esrj-31428 188 1 california GPE esrj-31428 189 1 bull PERSON esrj-31428 192 1 85 DATE esrj-31428 192 2 452 CARDINAL esrj-31428 193 1 k. aki PERSON esrj-31428 193 2 t. teng PERSON esrj-31428 193 3 s. koyanagi PERSON esrj-31428 193 4 k. mayeda PERSON esrj-31428 194 1 1992 DATE esrj-31428 195 1 central california LOC esrj-31428 196 1 bull PERSON esrj-31428 199 1 82 CARDINAL esrj-31428 199 2 580 CARDINAL esrj-31428 200 1 vargas PERSON esrj-31428 200 2 c. a. PERSON esrj-31428 200 3 j. cuenca PERSON esrj-31428 200 4 h. monsalve PERSON esrj-31428 200 5 m. l. bermudez PERSON esrj-31428 200 6 h. mora PERSON esrj-31428 200 7 2002 DATE esrj-31428 201 1 armenia GPE esrj-31428 201 2 colombia GPE esrj-31428 202 1 geofisica colombiana PERSON esrj-31428 202 2 5 CARDINAL esrj-31428 202 3 27-31 DATE esrj-31428 203 1 1o-dec-94,16:17guerrero MONEY esrj-31428 205 1 o 3 5 DATE esrj-31428 205 2 3 CARDINAL esrj-31428 207 1 77 CARDINAL esrj-31428 208 1 2 4 6 8 TIME esrj-31428 208 2 10 CARDINAL esrj-31428 208 3 4 CARDINAL esrj-31428 210 1 4 5 6 frequency(hz MONEY esrj-31428 210 2 10 CARDINAL esrj-31428 210 3 5 CARDINAL esrj-31428 210 4 three CARDINAL esrj-31428 212 1 78 CARDINAL esrj-31428 212 2 5011 DATE esrj-31428 212 3 0 CARDINAL esrj-31428 212 4 5 10 15 20 25 TIME esrj-31428 212 5 10 n~ DATE esrj-31428 212 6 20 o 5 DATE esrj-31428 212 7 30 45 5035 40 DATE esrj-31428 212 8 6 CARDINAL esrj-31428 215 1 5 CARDINAL esrj-31428 216 1 7 CARDINAL esrj-31428 216 2 three CARDINAL esrj-31428 217 1 geofislca colombiana PERSON esrj-31428 217 2 7 CARDINAL esrj-31428 217 3 oe 2003 DATE