course file neural network

Upload: shashikantgaur

Post on 03-Jun-2018

231 views

Category:

Documents


0 download

TRANSCRIPT

  • 8/13/2019 Course File Neural Network

    1/13

    COURSE FILE

    GEOSYNTHETICS ENGINEERING

    [CE-414E]

    Prepared By:

    GOURAV URE!A

    ASSISTANT PROFESSOR

    DEPARTMENT OF CIVIL

    MMGI, RAMBHA, KARNAL

  • 8/13/2019 Course File Neural Network

    2/13

    CONTENTS OF COURSE FILE:

    T"#e Ta$%e

    Sy%%a$&'

    Le()&re P%a*

    C+&r'e C+,erae P%a* .a)e-/"'e0

    T&)+r"a% See)

    E,a%&a)"+* Cr")er"a

    2&e')"+* Paper'

    S&$3e() N+)e'

  • 8/13/2019 Course File Neural Network

    3/13

    Ne&ra% Ne)+r5' 6 F&77y L+"(CSE-402

    L T P Theory: 004 - Se!!"o#$%: &0

    UNIT 1

    I*)r+d&()"+*: Co#'e()! o* #e+r$% #e)or!, Ch$r$')er"!)"'! o* Ne+r$% Ne)or!,

    H"!)or"'$%Per!(e')".e, $#/ A((%"'$)"o#! o* Ne+r$% Ne)or!

    F&*da#e*)a%' +8 Ne&ra% Ne)+r5':The 1"o%o"'$% (ro)o)y(e, Ne+ro# 'o#'e(), S"#%e

    %$yer Ne+r$% Ne)or!, M+%)"-L$yer Ne+r$% Ne)or!, )er3"#o%oy, No)$)"o# $#/

    re(re!e#)$)"o# o* Ne+r$% Ne)or!, Tr$"#"# o* Ar)"*"'"$% Ne+r$% Ne)or!Re(re!e#)$)"o# o* (er'e()ro# $#/ "!!+e!, (er'e()ro# %e$r#"# $#/ )r$"#"#, C%$!!"*"'$)"o#,

    %"#e$r Se($r$1"%")y9

    U*")

    H+p8"e%d *e)':S)r+')+re, )r$"#"#, $#/ $((%"'$)"o#!, S)$1"%")yB$' (ro($$)"o#: Co#'e(),

    A((%"'$)"o#!, $#/ B$' Pro($$)"o# Tr$"#"# A%or")h3!

    C+&*)er Pr+paa)"+* Ne)+r5': Koho#$# Ne)or, Gro!!1er L$yer Tr$"#"#,

    $((%"'$)"o#! o* 'o+#)er (ro($$)"o#, I3$e '%$!!"*"'$)"o#

    UNIT ;

    B"-d"re()"+*a% A''+("a)",e A Re!e$r'h I#'

    ? Me%$"#e M")'he%%,

  • 8/13/2019 Course File Neural Network

    4/13

    epar)#e*) +8 C+#p&)er S(9 6 E*"*eer"*

  • 8/13/2019 Course File Neural Network

    5/13

    U*")-II

    L?-L4

    L&

    L

    L

    L7

    L

    L20

    Ho(*"e%/ #e)!: S)r+')+re, )r$"#"#, $#/

    $((%"'$)"o#!, S)$1"%")y

    B$' (ro($$)"o#: Co#'e(), A((%"'$)"o#!,

    B$' Pro($$)"o# Tr$"#"# A%or")h3!

    Co+#)er Pro($$)"o# Ne)or!: Koho#$#

    Ne)or

    Gro!!1er L$yer Tr$"#"#

    A((%"'$)"o#! o* 'o+#)er (ro($$)"o#

    I3$e '%$!!"*"'$)"o#

    A((ro6 7

    Le')+re!

    U*")-III

    L2-L22

    L2?

    L24

    L2&-2

    L2

    L27

    L2

    B"-/"re')"o#$% A!!o'"$)".e Me3or"e!:

    S)r+')+re, re)r"e."# $ !)ore/ $!!o'"$)"o#

    E#'o/"# $!!o'"$)"o#!

    Me3ory '$($'")y

    ART: ART $r'h")e')+re, ART '%$!!"*"'$)"o#

    o(er$)"o#

    ART "3(%e3e#)$)"o#

    Ch$r$')er"!)"'! o* ART

    I3$e Co3(re!!"o# 5!"# ART

    A((ro6

    Le')+re!

    U*")-IV

    L?0

    L?

    L?2

    L??

    L?4-L?&

    O()"'$% Ne+r$% Ne)or!: Ve')or M$)r"6

    M+%)"(%"er!

    Ho( *"e%/ #e) +!"# E%e')ro o()"'$% 3$)r"6

    M+%)"(%"er!

    Ho%or$(h"' 'orre%$)or

    O()"'$% Ho(*"e%/ #e) +!"# Vo%+3e

    Ho%or$3!

    The Co#")ro#! $#/ Neo'o#")ro#!: The"r

    !)r+')+re $#/ )r$"#"#

    Ge#e)"' A%or")h3!: E%e3e#)!, $ !"3(%e

    A((ro6 Le')+re!

  • 8/13/2019 Course File Neural Network

    6/13

    L?-?

    L?7

    e#e)"' $%or")h3

    ;or"# o* e#e)"' $%or")h3! e.o%."##e+r$% #e)or!

    .SACHIN GUPTA0

  • 8/13/2019 Course File Neural Network

    7/13

    epar)#e*) +8 C+#p&)er S(9 6 E*"*eer"*

  • 8/13/2019 Course File Neural Network

    8/13

    L

    L20I3$e '%$!!"*"'$)"o#

    U*")-III

    L2

    L22

    L2?

    L24

    L2&

    L2

    L2

    L27

    L2

    B"-/"re')"o#$% A!!o'"$)".e Me3or"e!: S)r+')+re

    Re)r"e."# $ !)ore/ $!!o'"$)"o#

    E#'o/"# $!!o'"$)"o#!

    Me3ory '$($'")y

    ART: ART $r'h")e')+re,

    ART '%$!!"*"'$)"o# o(er$)"o#

    ART "3(%e3e#)$)"o#

    Ch$r$')er"!)"'! o* ART

    I3$e Co3(re!!"o# 5!"# ART

    U*")-IV

    L?0

    L?

    L?2

    L??

    L?4

    L?&

    L?

    L?

    L?7

    O()"'$% Ne+r$% Ne)or!: Ve')or M$)r"6

    M+%)"(%"er!

    Ho( *"e%/ #e) +!"# E%e')ro o()"'$% 3$)r"6

    M+%)"(%"er!

    Ho%or$(h"' 'orre%$)or

    O()"'$% Ho(*"e%/ #e) +!"# Vo%+3e Ho%or$3!

    The Co#")ro#! $#/ Neo'o#")ro#!

    The"r !)r+')+re $#/ )r$"#"#

    Ge#e)"' A%or")h3!: E%e3e#)!,

    A !"3(%e e#e)"' $%or")h3

    ;or"# o* e#e)"' $%or")h3! e.o%."# #e+r$%#e)or!

    epar)#e*) +8 C+#p&)er S(9 6 E*"*eer"*

  • 8/13/2019 Course File Neural Network

    9/13

    TUTORIAL PLAN

    CSE-4: Ne&ra% Ne)+r5' 6 F&77y L+"(

    T&)+r"a%9

    N+9

    T+p"(' )+ d"'(&''D Pr+$%e#' )+ re()"8y

    T1

    T

    T;

    T4

    T

    T

    T

    T

    T

    T1

    T11

    T1

    T1;

    T14

    T1

    T1

    T1

    T1

    T1

    T

    .SACHIN GUPTA0

    epar)#e*) +8 C+#p&)er S(9 6 E*"*eer"*

  • 8/13/2019 Course File Neural Network

    10/13

    LIST OF PRACTICAL ASSIGN

  • 8/13/2019 Course File Neural Network

    11/13

    VALUE AITION

    CSE-4: C+#p&)er Pr+ra##"* La$

    N+

    9

    Pra()"(a% A''"*#e*)

    1 NN *or AND, OR $)e +!"# (er'e()ro#

    Per'e()ro# )o '%$!!"*y o// $#/ e.e# #+31er!

    ; NN *or $%(h$1e) re'o#")"o# +!"# 1$'(ro($$)"o#

    4 Ho(*"e%/ #e)or *or re'o#"@"# ($))er#! !+'h $! $#/ -

    NN *or EOR '%$!!"*"'$)"o# +!"# B$' (ro($$)"o#

    CPN *or "3$e '%$!!"*"'$)"o#

    N$3e $#/ Te%e(ho#e #+31er re'o#")"o# !y!)e3

    .SACHIN GUPTA0

    epar)#e*) +8 C+#p&)er S(9 6 E*"*eer"*

  • 8/13/2019 Course File Neural Network

    12/13

  • 8/13/2019 Course File Neural Network

    13/13

    S+1e') Co/e:CE-414E

    S+1e') N$3e: GEOSYNTHETICS ENGINEERING

    Pr$')"'$%: &0Se!!"o#$%: &0

    The !)+/e#) (er*or3$#'e "! e.$%+$)e/ o# )he 1$!"! o* h"!her (er*or3$#'e /+r"#

    !e3e!)er The e.$%+$)"o# 'r")er"$ "#'%+/e 3$r! /"!)r"1+)"o# $! ".e# 1y *o%%o"#

    )$1%e:

    C%a'' A))e*da*(e