Trading on the Edge/Trading On The Edge - CD-ROM Toolkit (Wayzata Technology)(2031)(1994).bin/pc/mac_file/vendor_d/neuralwa/nw2v50/bam.ins

Text File | 1993-08-23 | 4KB | 192 lines

inst4.0        !01-Jun-89  (bam.ins)  BAM Network Builder
!****************************************************************
!*                                *
!*    BAM Network Generator                    *
!*                                *
!****************************************************************

!    *** check that input / output PE count is non-zero

?&Hd1    1
>bge    CheckOut
@Err    "BAM MUST have at least one hidden 1 PE"
:CheckOut
?&Hd2    1
>bge    OutOK
@Err    "BAM MUST have at least one hidden 2 PE"
:OutOK

!    *** Estimate the layer spacing ***
=f0    6.0
=f1    &Hd1
+f1    &Hd2
/f1    15.0
-f0    f1
?f0    2.0
>bge    SpacOK
=f0    2.0
:SpacOK

!    *** Load the Control Strategy and LRS if needed

@LdCS    "bam"            !control strategy
@LdLR    "hopfield"        !L/R schedule
@LdSt    "default"        !Default style

=netn    "InstaNet (tm) BAM Network version 4.10 Sept-92"
=DLnF    0            !learn  re-display off
=DRcF    0            !recall re-display off

!    *** Build the Input Layer ***

@LLdf                !load default layer to mi_layer structure
=LDln    "In"            !layer name
=Lpes    &Hd1            !Input buffer spans
+Lpes    &Hd2            !BAM1 and BAM2 layers
=Ltrn    "Signum"        !transfer function
=LDsp    f0            !spacing
=x    100            !place to put layer on screen
=y     60
#Incl    "stdnwgtf.iif"        !standard # weight fields
@LAdd                !add the input layer

!    *** Build the BAM I layer ***

@LLdf                !start with default layer again
=LDln    "BAM I"            !layer name
=Lpes    &Hd1            !desired number of PEs
=Ltrn    "BAM"            !transfer function
=Llrn    "BSB:Hebb"        !learning rule
=LDsp    f0            !spacing
=LInL    0.0            !low initialization limit
=LInH    0.0            !high initialization limit
+y    70            !up higher on display
#Incl    "stdnwgtf.iif"        !standard # weight fields
@LAdd
=n1    LayN            !track BAM I layer

!    *** Connect input layer to BAM I layer ***

=NPEl    0            !input layer
@NrPE
=SPEl    LayN            !current layer
@SlPE
=cnwt    1.0            !connection weight
=cnty    WSet            !set connections to input layer
=cnsc    WRel            !relative connections
@LCCr                !connect corresponding

!    *** Build the BAM II layer ***

=n0    f0            !calculate x offset for layer
*n0    &Hd1
*n0    10            !# pixels per x unit

@LLdf                !start with default layer again
=LDln    "BAM II"        !layer name
=Lpes    &Hd2            !desired number of PEs
=Ltrn    "BAM"            !transfer function
=Llrn    "BSB:Hebb"        !learning rule
=LDsp    f0            !spacing
=LInL    0.0            !low initialization limit
=LInH    0.0            !high initialization limit
+x    n0
+y    70            !up higher on display
#Incl    "stdnwgtf.iif"        !standard # weight fields
@LAdd
=n2    LayN            !track BAM II layer

!    *** Connect input layer to BAM II layer ***

=NPEl    0            !input layer
=NPEn    &Hd1            !Start where BAM I left off
=SPEl    LayN            !current layer
=SPEn    0            !start of layer
:In2Bam2            !now connect 1 by 1
@SlPE                !select next PE in BAM2 layer
@NrPE                !select next PE in input layer
@PCon                !connect two PEs together
+NPEn    1            !next PE in input layer
+SPEn    1            !next PE in BAM II layer
?SPEn    &Hd2            !past the end?
>blt    In2Bam2            !No
=SPEn    0
=NPEn    0

!    *** Build the output layer ***

@LLdf                !load default layer to mi_layer structure
=LDln    "Out"            !layer name
=Lpes    &Hd1            !output buffer spans
+Lpes    &Hd2            !BAM1 and BAM2 layers
=Ltrn    "Linear"        !transfer function
=LDsp    f0            !spacing
-x    n0
+y    70
#Incl    "stdnwgtf.iif"        !standard # weight fields
@LAdd                !add the output layer

!    *** Connect BAM 1 layer to output layer ***

=SPEl    LayN            !output layer
@SlPE
=NPEl    n1            !BAM I layer
@NrPE
=cnty    WFix
@LCCr

!    *** Connect BAM 2 layer to output layer ***

=NPEl    n2            !BAM II layer
=NPEn    0            !Start of layer
=SPEl    LayN            !Output layer
=SPEn    &Hd1            !Start where BAM I left off
:Bam22Out            !now connect 1 by 1
@SlPE                !select next PE in output layer
@NrPE                !select next PE in BAM II layer
@PCon                !connect two PEs together
+SPEn    1            !next PE in output layer
+NPEn    1            !next PE in BAM II layer
?NPEn    &Hd2            !past the end?
>blt    Bam22Out        !No
=SPEn    0
=NPEn    0

!    *** Connect BAM I & BAM II layers ***

=cnwt    0.0            !zero weights to start
=cnty    WVar            !variable so they can "learn"
=cnsc    WAbs            !Absolute connections
=SPEl    n1            !BAM II -> BAM I
@SlPE
=NPEl    n2
@NrPE
@LCFl
=SPEl    n2            !BAM I -> BAM II
@SlPE
=NPEl    n1
@NrPE
@LCFl

!    *** Select Control Strategy & L/R Schedule ***

@LLsl                !load super layer
=Lctl    "bam"            !control strategy
=Llrs    "hopfield"        !L/R Schedule
=Llnn    "bam"            !name of learn input
=Lrcn    "bam"            !name of recall output
+Lflg    LAAs            !auto-associative network
=Lscl    -1            !input  low-value
=Loff     1            !input  high-value
=Llow    -1            !output low-value
=Lhgh     1            !output high-value
@SVsl                !save it back
!
=Grph     1
=GrLF    "bam"            !instrument list file
!
@Nini                !Initialize the network
@EOF