Trading on the Edge/Trading On The Edge - CD-ROM Toolkit (Wayzata Technology)(2031)(1994).bin/pc/mac_file/vendor_d/neuralwa/nw2v50/art1.nnc

Text File | 1993-08-23 | 4KB | 125 lines

csv3.1        !file format is Control Strategy Version 3.1
! Aug 88  (art1.nnc)  ART 1 Network
!************************************************************************
!*                                    *
!*    ART 1 Network Control Strategy                    *
!*                                    *
!*                                    *
!*    This control strategy assumes the following layers:        *
!*                                    *
!*    layer 0:    Input Buffer                    *
!*                                    *
!*    layer 1:    Input Size Layer (1 PE )            *
!*    layer 2:    Input Active Layer ( 1 PE )            *
!*    layer 3:    F2 Active Layer ( 1 PE )            *
!*    layer 4:    Gain Control Layer ( 1 PE )            *
!*    layer 5:    ART F1 Layer                    *
!*                                    *
!*    layer 6:    F1 size layer ( 1 PE )                *
!*    layer 7:    Vigilance Layer ( 1 PE )            *
!*    layer 8:    Reset Layer ( 1 PE )                *
!*    layer 9:    ART F2 Layer                    *
!*                                    *
!*    In the ART 1 Network diagram the layers must be positioned    *
!*    geometrically in this order from bottom to top of the screen.    *
!*                                    *
!************************************************************************
!
!MASK     label    op-code    operands    comment
L_saR_sa    trace    aux3        !  0 set trace option to aux3
L_saRi_a    cset    recall,1    !  1 Initialize recall count
L_saR_sa     cset    wrk2,0        !  2 work counter
!
! Zero out layers
!
L_saRi_a    lset    in        !  3 Input Layer
L_saRi_a @init    math    o=0        !  4 Zero out layer
L_saRi_a    lset    cur,1        !  5 next layer
L_saRi_a    lcmp    abs,9        !  6 At F2 layer ?
L_saRi_a    blt    @init        !  7 loop till done
L_saRi_a     math    o=0        !  8 Zero out F2 layer
!
! Get input
!
L_saRi_a    lset    in        !  9 input layer
L___Ri_a    io    read        ! 10 get input data (recall)
L_saR___    io    lrnin        ! 11 get input data (learn)
!
! Process Input Layer
!
L___Ri_a     math    sum|rnoise|tran|output ! 12
L_saR___    math    sum|lnoise|tran|output|fire !13
!
! START OF MAIN RECALL LOOP
!
! Gain Control - process each of the layers in the attentional subsystem.
!
L_saR_sa @rloop    lset    in,1        ! 14 Start of gain control layers
L_saR_sa @gain    math    sum|tran|output|fire    ! 15 Process layers
L_saR_sa    lset    cur,1        ! 16 next layer
L_saR_sa    lcmp    abs,5        ! 17 At F1 layer ?
L_saR_sa    blt    @gain        ! 18 loop till done
!
! F1 Activity
!
L_saR_sa    math    sum|tran|output|fire    ! 19 Top Down filter
L_saR_sa    io    wrstep        ! 20 Show activity to userio
L_saR_sa    fcmp    lflag,36    ! 21 check for user abort
L_saR_sa    banz    @end        ! 22 break out of loop
!
! Alternate between bottom up filter and reset calculations
!
L_saR_sa    ccmp    wrk2,0        ! 23 Filter or reset ?
L_saR_sa    bne    @reset        ! 24 do reset calculations
!
! F2 Activity: skip F2 filter except for first time through to
! improve speed; values are stored in tran anyway.
!
L_saR_sa     cset    wrk2,1        ! 25 next time do reset
L_saR_sa     lset    abs,9        ! 26 F2 layer
L_saR_sa    ccmp    recall,1    ! 27 First time through ?
L_saR_sa    bne    @skipf        ! 28 Skip filter
L_saR_sa    math    sum|tran|fire    ! 29 F2 filter
L_saR_sa @skipf    math    output|e=w|fire    ! 30 Competitive output
L_saR_sa    br    @rloop        ! 31 continue
!
! Calculate Reset - process each of the layers in the orienting subsystem
!
L_saR_sa @reset cset    wrk2,0        ! 32 next time do filter
L_saR_sa     lset    abs,6        ! 33 Start of reset layers
L_saR_sa @rstlp    math    sum|tran|output|fire    ! 34 Process layers
L_saR_sa    lset    cur,1        ! 35 next layer
L_saR_sa    lcmp    abs,9        ! 36 At F2 layer ?
L_saR_sa    blt    @rstlp        ! 37 loop till done
!
!
! Propagate reset wave
!
L_saR_sa    lset    abs,9        ! 38 F2 layer
L_saR_sa    math    set|reset|fire    ! 39 reset PEs
L_saR_sa     cadd    recall,1    ! 40 increment recall counter
!
! Determine if pattern match has been found. If so, go and update LTM,
! if not, continue recall.
!
L_saR_sa     cset    wrk1,0        ! 41 Initialize wrk1
L_saR_sa    math    e-=w|cterr|fire    ! 42 pre/post resonance error
L_saR_sa    ccmp    wrk1,0        ! 43 = 0 ?
L_saR_sa    beq    @learn        ! 44 steady state, update LTM
L_s_R_s_    eos            ! 45 End of a recall step
L_saR_sa      br    @rloop        ! 46 continue update
!
! Update Long Term Memory
L_saR___ @learn    lset    abs,5        ! 47 F1 layer
L_saR___    cset    wrk1,0        ! 48 Initialize wrk1
L_saR___    math    e=o|cterr|learn|fire ! 49 Store |X| in wrk1, top-down LTM
L_saR___    lset    abs,9        ! 50 F2 layer
L_saR___    math    learn|fire    ! 51 Update bottom up LTM
!
! Show output to userio
!
L_saR_sa @end     lset    abs,9        ! 52 F2 layer
L___R_sa    io    write        ! 53 Write recall output
L_saR___    io    lrnrslt        ! 54 Write learn output
LisaRisa    trace    0        ! 55 turn off any trace function