Chapter for inclusion in Connectionist Models of

Download PDF
0 downloads 0 Views 274KB Size Report
Comment
ment for textual input. It makes sense to translate this input to some intermediate ... large dictionary of pronunciations in conjunction with a set of letter-to-sound rules to produce a ...... A rtifi cial Intelligence, AAA I 87 , Seattle, WA,. 577-581 .
     !#"%$ &'(!'*)+&-,.0/1" 23)4657,."98:!;=@/BAC>ED!F>GDH"1I 9J JLKHM NOQP 9R1MIQS OT  UH% 6 I NOQT  4JLV O W!  O

X?Y[Z \!]C^_Ya`4bdc.e cgf `hc.i nwk

jlkBc.cgY[mn-e kBc.e0opnrqts.s.b-ku`hmvgYao

xyY{zn|]C}~vgkBcgY[ Y jlk:c€BY[bo‚e kBc

ƒ„O†…%O S[‡B@ I … ‡:ˆ !IQ‰E@ 9%gJ … HŠ 9ˆ H‹‰1MEŒŠ 9‡:Ž … ‰ … ‰[ ‘I Sa  ŒŠ‡B H’ p“ +Š 69‹J”‡BŠ 9 {‰E  9 I • –R 6 –—M? ‚‰E ‡BŠCI ‰E ‡BŠ˜‰™›šœš TN I •{žuO

š

Ÿ

  cn‚bki.¡.mn-e9k:c

¢  „ ‡£¤Š7J 6R!!Š? |Š ¥ 619*! ? w“ˆ ?¦§ J  ‡¨  @ ˆ {:J–©B –{ K ‡ª w ‡B 4 9  « ˆ¬ 9 O’­ Œa ® ‘I@ 61 !Š¦’ K# 6# 9 ¬ J¯B¯J 0!6 J° ‡Bg±²K6 9  6‡”³’¦’%y‡:M´ u‡£0M´B9J 6 6{‡: 6U 6+§ uŠ!¦ „ +  ’ 9 [Š›Š’ µ 9 ‹¥&¶"%·&(¸¹QºE!#"98:"h$%!»!"9;%)='(! O … HŠ 6 ŒŽ˜Š › HR 9 6¼ K 9‡½9‡: 9a  ‡ª—¦§L !Š aJ–¾C 9 91¥@1 a Rµ +¦ O ¿  66 I¤HŠ 9 R §9‡:Š 9 |ŒMµ6Š 9‡:|  0!  ˆ‹ @ %4Šwˆ  9 ŠMaR W’ 9Àµ =Á ‡: 9H  Š =µŠÃ O-… ’‡£!U ’6 6 „ hŠ Š! !Š a W u ‡B aH ‡B J*! 9 9 HŠ!Š?( O ˆ O  9‡:¤C  «Š‹Š 9 1 J|Š7K@ ŒMµ1  66 J O ‰E 9 J‘I Š [9HR 9  L µ 9 ’hU! 9M?9‡B# H’ |‡£!1M£‡:µJ 9! w1‡:?*!ˆˆ a ¤Á  9  ˆ¥Ä4! 6Š  –M4 6 0JˆŽJ Ow¢  {   Œd!  ‡BŠd!§EŠ‡:!Š 9Ju HR 9 6 (Å{Œ¦ ŒŠ‘ICšÆHœǵw¦ 9 [‡:J {K1M£ @ 9%”6  9HŠŒŠ9 9  9J?¦’Š  7 %ˆM£ 6MµHŠ 9  OB¢  6 0RJ J¼J9Š ŒM˜‡:! %ˆ¼ÈK# 906 :! ‡B%¤Š’ 9‡BŠ 9 ‡: 9‡: 6M’Jg¦ 9 uK6 JÉɁ +[ d +  ŒÁ¶Š!ÁÊ ‡B 4  9I‘‡:1–M?¦’ – Š 9.KHM +ÂE@ 6’ +Š9*WŠ›0!Š 6 aŠ [ 6 ˆ* 6Š d¦’%  0 6M: +ÂEŒ’?6# 9ˆ!ÁÊ J   6 9 @J 9 O¢ [  6‡£!6‡½ 6 ‡:[#* 7¼K# .¬ JŽ!  9J 00R O¿  Œ% I# 9 91ŒÁ—J0M˜ ‡B‡: 9 9*‘ +µ6Á¶Š!ÁÊ @ % ¢¢ ‰Q’ŒMEŒŠ 9‡:¥% 9R ›9 E%K # 9 6  6‡£! „KHM”9‡hKˆ:J9 ! 6M?‡:!Š%ˆu¦’ ”Š 46 4 - 6 9{  ’Š „ ŠËÁ *! ” ¦ J[![ 9 91„˜Š ›J9  6M O Å7 Œa  ‡r a9‡B‡:–—M?g   Ž -B  +ÁÊK 9J”  6‡£!6‡”IJ”ˆR ” !{ 6 H *M  4 ‡: „ 6E9  {’J 6 JMIE§d# 9 !6  66ˆ„Š!dŠ {—¦§4¬ J! à @ 9%?6MµHŠ 9 ’!J£ŒMµ%ˆ!Á  ‘‡BEJ 9ˆŽ0R „’E  ‡B J? Ž!Š ’‡: aŠ?Š +M0R „ › È ’J O … ?K#!Š 6 09I¦ +R 9 IŠ 9 aW  9HŠM£‡h%H 96J9 R [ 0! ˆ4 «  9ˆ*!   9a  +µ6ÁÊ ‡B :9 6  @J 9 O?…   :Š‡£! !I‘ HR 6´ µ 9  ‹ ?) " 2 5=¸—2–"Š>;+'®ED@IŠ 9”Š‹ JL J 4  „‡£1!à 9¾# 6{ 9 6Š ŒM” £KJL ¢¢ ‰Ž6MµŒŠ ‡ O-¿  ŒŠ 9 I69 §  1‡:h!K—M7 7 6 0Jhw! À1 6 Jh !Š «Š4¤Š I › – *Á— 0 6ˆ4 HR 9 6 7K# +  ‹K aŠu 9 6R Ž‹›‡:µJ 9‘ p*ˆˆ [ 6E9 6 ˆ O ƒ 9 91 MIw  +Š6‡Ì„ ‡B 6ˆ J´4!´EÍ H *-! ŠJˆ‡ÎÏŒMµ%ˆMIw ¦ 9!‚¬ˆ 6ˆ[ 6‡B 91 M„›6# 9 %BŠ %ˆMIH ˆ 9M„6 ‡B‡:ˆ7  6‡Ð  J6 RHÁ ŒM? p#¦§ 6 |6 – *Á—  ˆ›!ˆ 6 ‡:§ %g 6  ’K%UÁÊ ˆH! ¼ ƒ ‡B  6 " &W>2—IڝÆÑÒµ O”¿ ‡ÓŠ „6Mµ%ˆ0C# 9  @ +Š–R IQŠ Ž! Š #JŒŠ 6K JL!  „ [  9 6‡BµJ E J[ˆµEJ›J 0‡B * K–—M[Š!£[ +d @    !I U W  *¤ Š 9 I¦§ ’0u JMŽ ‹¦yŠ   6‡: 9 ‚‡:ˆH-K@ ‡B 9‡: 91 J›±3K µÁ ¦W! ³ O§Ô  ¥ Œ  ‡¨HM?  6L¦’–Š ¢¢ ‰LŒMµ6Š 9‡:‹ W  [‡:µJ 9ˆ4! w1‡: *ˆˆ 7 µ 9  ˆI +µ6ÁÊ 9‡: [9HR 9  ˜ R Jg›@ 0! £  ¦ U 9 uH 96 J° 9 Š! ‡:E%! ´  4 h¦’ŠU! OÏT   ?  ?‡£!ˆ K# +—¦ 9 _ +µ›J_ ‡B 4¥ ‡B =Â#IpŠ £ 6K 9‡Ì RµJ hLˆµEJÉŠ 964  „  #¦§ ’ p  Š«  9IJ”!‹K@ 9‡B [ ‡B 9 ˆu w›6ŠJ 6J”?Š 6# 99 O ¢  u–Š !Š 4¼9 99 6¥!JÉ – *Á— 0 6ˆ£ 6H% 9„ Š =ÂEŒÁ— ‡B › EÁ R 9  ?§  J Š!K {KW¦’J –M:J @ 6 9J O-… ? ŒŠ9*! IµWŒ%! JK@R IE¦ 6U: Š „ 6 0› p @ 9%˜6MµHŠ  7!{¦0Mµ‹K@ 9”  6‡: 9J?K1M  9R!H’¦ UL6MHÁ Õ

%ˆ @‡:µJ ˆI1J.»'($%"[»!"9;=)9> O-… ?ŠW%EŠ 9I¦§ „ 6 H{h 6Š0(I1 ®Mµˆ +RE 9¦Ö! wŠ–Š 9 Š!  a¦’%”¦§ ŽK@  +R ¥ŠBK# [Š „¬ 66‹ %˜Š:@ 0 O Å{’¦§ |   99ŠˆhŠ ¥R! 6 9 ’ |¦§ U ˆ 9  ’6:!’ : 6 J Š 9‡×‡: ¥9 6 K !I ¦ { „0! ˆ 66 {! % JBˆˆH- 9*! -K@ 9—¦§ 9£Š ‡ O‚¢ dJ Š

 ‡Ø[  Š!‡: +¦ 6U›  -Š ’ ¦’ˆ[—¦§h% 6 I!d¦§ #!BH µJ9 uŠ¥Š ‡ O Ù ‚H   H% -J |¦’ › KHRE6M„  +ŠŒ‚Ž6 !Š‘Ú¤Š +Mh 6 9J J4  p ‡B 9Š 9 6-J›K@  6 IH4 ‡B   9 I17 !Š 9 ‚KHRµw  +ŠŒ ‡B 9‡: 9H%! :@ 6K {Ä?– p’ 9 6Š 6M 6‡B ’ +©:9 91 O ¢  ›%EŠ [a6 +Š 6 J¼a ¦’ O ‰µ 9  Õ Š 97Š 4Š J ¶IQ  +ÁÊK6 J  6H%Û Ï +µ6ÁÊ 9‡: ” HR 6 O ‰EK À1 9HŠMI7¼R!  +—M ¥EŠ‡:!ŠJËÁ  R 9 6MÜŠ 9%Àµ ´.Š !Š 9JÐÐ6 +Š~ÇI›‡: 9M݈  9 Š! +Á—JEÁ¶Š Œ´ 6 J=Á Š‘I 6 [J+Š?KHM 6Š 9 ˆIJ 9  EÁÊ 7J9Š‘I ­  U!GR‡BµJ ˆI1K%UÁ  ˆH! [ 9—¦§ U1w¥ˆ  9 Š(I!ŒMµ1  6ËÁ—KHMHÁË!ˆM›( Jˆ‡B ‡B ŒM1ÁÊK6 J„ 0GÁ  ˆEWJ˜6MµH%+Š4  w 9—¦§ U1 OaÞ  ŽŠ 4 %À1 ¥! 4a 9 Š!p˜µÁ   Š! › du ˆÈ O ˆ O J 9 EÁ¶Š 9 J9 :J ­  6URu‡:µJ 9ˆEŠI 6 @ +Š

  9 ŠÃ‡: ‡B HŠ!Š 6 ¥ 6J 9 9J Od¿ !MIE6 +Š”ßu ‡:‡:  9 O à

}~be0c.m‹e0s.Z Yaoáku\Üâá¡.Z Y{]#ãÓ`howY[i

x¯b-`hc.o‚Z9`Žn-e9k:c

¢  ?6MµHŠ  u ’ 6 6 9Š 9JEÁÊRE K 6MÏ @ 9%y  6‡t 6 ˆ B +µu9I-´  ¦ J! ž *!6˜ŒšÆÑHœµIW O œ!Ñš!%I›ä Ï +¦ªŠ %ˆM¦’ŠÛ´ Š!J–M°%ˆˆÏ +? 0K  {JÉ@Š 9HŠ*!w0!  O²å V 6  9H6Á—JM ¢¢ ‰.6MµŒŠ ‡B[—Mµ –M” u * 6ˆ aJ9 ! 6M! w 619*! ? Gæ69 ¦’ Lu6 9‹ p + Š 9 ŒÁ¶Š!ÁÊ JL 6 9 Š. 6EJ ?g 9‡:£Š  9 Š_   Š =ÂE?(Å7 9‘IWšÆHœ!ÒÚ§Å{ ç" &¥>2—IšÆÑHœ1 O ¢  ¥  ‹ 6 „HRU! J” ›Š Š! 9 K@ a¦§ J’  W¦’%”BJ9  6M£‡£! %W J O ¿  “dˆ ¤§ 0Œ0I1Š ‹Š =ÂEŒÁ— ‡B ‹ HR 9 6? 6E9 6 È -  ‡èŠ –Rµ*(IH 9Í 9ŒÁ ˆ  ›‡:HMg ‡: +ÂgŒŠ 60!wEÍ  ¥.  u @ ˆ£6Mµ6 ‡ Èé 9 ê9UHMIdšÆÒHëEÚ ‰E ˆˆIQšÆœë1 Op… J 9 J‘IµÅ7K@ 6 ‡hK „ŒšÆÑšIH O Õì Æ1wJ  9 K# 9§“ˆ6: ŒŠˆ Š1M› ä O O9O  4! -Š h 0Œa6 9  Œ  !Š‹ -Š ƒ ‡£˜K@ 9 O†å ‰E‡: Ž   ¦ 9U1¦’´R!ˆH 6 9Ž! ›Š¤4 9  ¥ ‡hK!ŠuŠ$9ºíD!ºí{2®23í¥"Š>‹  9Àµ HŠ–M´!94 ›„(±²ˆ  9‡: !³î§ ˆˆhu6ˆ [ ‡B IQu ˆ 7 96Š 9 ‹µ   MB  =Á  @J[ ?‡: 6 4ŠÉ › ‡B ?¶![Ë)='·ÃIQï! ðU1%ï1%ŠI‘ 61 !Š.0!¼J @ J @£¦§ J9*6aÈ O ˆ O $%!»'($ &=I)=Fñ(ò9"%$ &Š-J£  6 70!K# {EÁÊ H ˆ›ä6‡: 6Uµˆ å ¦’   [¬(I‡h B"4 Œ8B>ó!"HIQï!‡B 0ðUEï17 Þ ôæ6UQI‘šÆÒÒEÚé  9ê UHMI|šÆHœ ì  O “-R 4  £  £ 9 ˆ”¦§ 6U´ Å{Œ¦ 6Š獌šÆHœÇ1%Ip +µ6ÁÊ ‡B £ 1R 6    @ 9%yŒMµ1  6›!(Ï  ?K6 9  ‹˜J9  6MHÁ—J –R 9J´ 61 !Š#{Š J–Á ŠM_ JçÏ HŠ =µ6Á—J @ J 9H” 6 9¦’ 6Š L  ”  ‡: ‡õ! [Š ”  Œ£ È0R Jö ˆ  Š¤ŠR [ˆ!MgÈ O ˆ O ‡B UHM!JL÷7 I#šÆÒÑEI O š0ßE O ‰µ%” 6 90L ›K@ 6 ŠˆH

 Œ¦W 6JM 67LŠ uøŠù§úúúEû‘ü‹ýdþr  6‡ª ‡B‡:M? 9‡:M 9Jg” +ÂE# 9 6[ŒMµŒÁ Š 9‡: %ˆ!M O-¢  [!Š£J –Mµˆh  a 1R 6 L µ 6 !WW@ 6K ŠŽ 6R {¤¥Š  !Šh  dHMÏä6 9  – å (ˆ  9‡: GÃÄuJ:Š 9KHMB  §[¦’ Ç

¦ JÄ RµJ 9J” 9ˆL 1 +µŠ«  6‡£¤Š’0R!K O‚ƒ  ’ 6 „! p  [  ‡Lÿ   

¦’%°Œ%! h !› 9  Ž KŒŠ 6ˆ ¦’ ´Š ? 9 ®4 H +µ J° 6ˆH4 HŠ =µ +¦’  ŠB ‡B ¥ KŒŠ 6ˆ O… Í 91 *à 6 ¥6 9Š‹? Š J–Š [Š „ “RµŠêB" &§>2§6šÆHœ!Òµ§J”÷{9 „ŒšÆHœÒµ O T  6 a ‘  {9‡B =–Š  Óˆ6:6# 9ˆ!Á¶Š!ÁÊ JB9 6 6#J 9 I‡B 6 ‹   L  ”ˆ  9 ŠM :!£ % Œ%ˆ L a Š  6  O ¢  ˜@ HŠ’ Í9  ¦’%Ï 6 B 6 u 6R JÏK1Mɇ:1ŠˆBŠ u  ¥´? +4! 6KEÁ—ŒŠ I«ˆ 6@ J¼KHM ( *[ +  :JÛ¦’–ŠÛ % 6KEÁ—Œ£ 6J 6 J KHMy @ 9¬9—M O ¢ Mµ –MI  ˜‡BŒ  @ 9¬‹  ’§!Š ’Š£JB‡:6dˆ  Š!C!  {K@6Š‡ Ow… BŠ ‹“RµŠêŽ" &w>2‘  9I Š  9 ŠÛÏ +ÁÊ 9I{ 9 ®ŒÁÊŠ¤Á— ˆHu µ 9  OÖ¿  :  ˜! 6Š  u% 6ˆ 9£ 96Š 9 ( O O Š Ž–Š*!C +  ‹ w  46K6 ˆ£9 6 HŠ–M”J {  J Š¤Š#%I  h  –Á !Š ‹ KEÁ—6§6 0 6% J?  ‡èŠEÁ¶Š!ÁÊK#! Š‡~HŠC„‡£¤Š%£d J O‚¢  6 ‹-   -; "Š/‘I‘Š ›  a  %ÉŠ 9 ‡B¤Š JCIÃJÉŠ › +µ„HŠ Š! 9 K@ J¼ +  7ŠU 9´[  % 6ˆ 9 O-¢  [*!6 6 {? 0!%L6KEÁÊŒWh HŠ =µ6Á—J 9# 9J HŽ/1"(5+>FE2 &§    7Š ˆ +  + Š 9 I1¦’%£¬ 9JBŠ {06 {Š!WŽŠ IE‡: ’ @ 9¬a 6 { 9 Op¢  9 EÁ Š”{ !Š 7‡B 6 „9‡B =¦’ŠLŠ 4÷{9 7  ’¦’%g 4  9 46 9 Úà I  µ 9 6ˆ. °K# :_ 9  ŽJ 6 9  O.¿  66 I‚!©›ÂE u 6 6 # 9J‘I‚Š °  HŠ  [9HR 9 6Š 9J‘I@J¬–M:RG¦§ ‹JL!©›ÂE ‹ {Š Š! 9 K@ J Od¢  6E9 J 6 ¥¦’  HR 6 J°È ‡B¤§ŒŠ ˆ¦’%g 6 „ˆ–MJ 9# 9JK :( O O  ’  „ 6H + ŠK@ › 9J_¥ 1 +µ„.Š B‡B 6 h ‡B +Â. 6 9[  7R¦§ §J¼!©›Â. Š6 6  O Å7ˆH!‘I1   { J 9JŠ4 È! Š!Š 9Í9W 6 6 CÚE¦§ 9R I  7J 9Š 9 ‡B¤Š  ‹°!  !Š B J ˆ˜4 ® _ K ‡:!ŠLÊW 6 ç" &[>2—IWšÆÆ ì I‚ O Õ œë1 O ŋ *Á Š 9 › HR 9 6 ‹ +  h . ‡B  Id =ÂE0!6 9 u0K@ JJ 9J ˆÉg ‡:*  H +µ6ÁÊJ @ J H7  6‡£!6‡”Ú16 4µ %_ŒšÆÑHëH  ’› 9Rµ 9¦ O …  –Š  ‹KHRµ› ‡B‡B—M.K@ 9—¦§ 9¯Š ? ‡BŠ!Š 6E9  u ¢¢ ‰_ EÁ R 9  yJ_  ŒME%ˆ0! 6E9  ›! { 6 0Jˆ.!JCI‚Š 9 ?4K# 9 °R 9 6M°   HŠ 9 Š+ŠK@ 9—¦§ LŠ 9%À1 9‹  Š a  ‡B JL‡BµJ  «Š „!  O Å7W¦§ ¥0R æ66 9 :Š {  a! à @ 9%?6MµHŠ 9 9IŠ 76ŠJ! J! %  9§„ =Á ˆÏJ+Š ŒM°  £U1¦’ö¦ J?!Jö´6 9? ¥ˆ  9 ŠîÁ— 6# I9HŠ =ÂEŒÁ—J 9# 9J 91 Š  !ŠyÊWS ¢ 7  „¦’%Ï„HRU! J_–   £¥¦§ J_Ž4¼  £ŒMµ6Š 9‡”³† J+Š ŒM O|… u  ’06 ’ @ 0!Jˆ¥!JCIŠ ’Œ%J Ju‡BEJ 9 [1RR -—¦§„ 6  Š_ 19*!  O ‰E¤Á—0! 9JÝ/F>2 ¸Ê; !F&¶".&ȺE"%!;=< ( O ˆ O¿  ŒŠ £Jç‡hK@ 9I¥šÆHœÇÚ   0! 60I«šÆœѵ§#  ‹: =ÂE0!à  „  ‹  Ž 19*! L -U1¦’˜¦§ 6JaJg   ¶IÃ6‡h%!  MHÁ—9 R!!Š 9JÏ 6 :  ˆKŒŠ 94ˆ Š ‡B +ÁÊ 9‡: B EÁ R 9  ɍʐ[V§‹- 6 9§  dŠ { 1 *¤Š ÃUµG¦’CI {±²R 9¶³–IE¦§ Ja ¿ ˆ „š! O • U! §Š  9À1 HŠ!0! „ QJ9 ! 6M[‡:!Š%ˆ‹ G¦§ J4K1MŽ 1 ˆ H‚ 6 =Á K6 JhŠ 6*! „4 ¢¢ ‰46MµŒŠ ‡LI  —¦§a EŠ w § –M¥ 9 –R Ju!w@ !Šˆ 6 H *ML  ÔŠ ŽŒMµ%ˆ «‡:µJ  O Å7 6ˆ‡B HŠ’  ‹JîÁ— Š [Š  ŒM  ?K 9JÛ°Š ”!K—MÉŠÉ 6  9J¦§ J9I*! +M°J–¾C 9   9¾# +ŠuK# =Á —¦ 9 Ï ˆ* aJ¼ +ÂE 9Š¼¦§ 6J IpJ¼ 91„JK ›J 6E9*! ˜K# +—¦ 9 ´  





ß



/ )*102  -$ 

++

 #3#4#   

'( )*$ +

#



,$ -).$ #

!" #%$ & 798

5

&6 102$ 

++

 #3#4#

 6

@-A

'

798;:=< > /?

¿ ˆ ”šÿ‰µ% ‡:!Š   J!–Á— 6 £‡BEJ 9§  „Š £ µJ+Š° ’ µ !Š

 ‡Ó H O 5=&Ê"9;¥ü7Fµ8a¹QºH; "9@/uý§»!" &È& !ú CB

EDGF1HI1JLK

—¦4  dBJMµ  +ÂE*:( 9 a÷‹‡: +MEJ:“R 960ICš0ÆÑHëEIH  §£ =µŠ  R 7 6 9Rµ +¦ J J6 6 # O …  ¦’  ‡Ó 0 6 J 9 6L «Š „9‡B =–Š ! w 9  ËÁ— J  6 9 @J 9 “ˆ6£Š!  7%! U£! æ’  ˆ4J 9À1!Š 7 9’! pWS ¢ 6 9W§*K@ ËÁ—1 6R JÉ 9À1 6 ¥J 9Š J‘Ià =ÂE# 9 6„U1¦’ Jˆ :! §  › ŒŠ9*! a*ˆˆ O ™a ›  u   +- % { Œ%46ê !IHpK# 9 ‡B pJ©B9pŠa‡BEJ ®M[4Š §ˆHw Q 9 6 9IK# 90  Ê 7@Š 91 *Q  dHŠ 9 Š+Š£K@ 9—¦§ 9” 6 9 O V K 9‡:§ %§Š0R 7 J:Š4   µJ+Š |  [ ‡B 6[ÊW 66LJ”¥ ŒŠ ‡”I‘š0ÆHœëEÚ÷{ ŒŠê:" &§>2—IڝÆÑHëEÚµéd P H¦§ ‘I#šÆÑÆ1Ã¦’%:‡  „ˆR ‹EŠ‡:!ŠW6 6%! Š¥ 6 J +R 9@ 6  - @ % 6MµHŠ 9 a6Mµ6 ‡B O   –MIŠ 4 9 6 –—M”  ‹ %gJ 9Rµ 7 J 97Š „ŒME%ˆ0! *! K—MÏ aŠ ˜  +ÁÊK6 Jö H!% ˆ !Š–M@ÿ˜:BJ–©:9BŠÏ‡:ˆ ?1‡£! ‡BMµˆ  ¼‡: 9% ‡BL 9‡hK@EJ J ç  É ‡B 6  *ˆˆ ¼9À16Š O ƒ 9 91 MI@G¦§ 9R 9I‘HŠ 9 96Šˆ:JR!9 ‹0R 4K@ 9˜‡:J ¥”Mµˆu6  *ÁÊ  ˆŽÄ  7±3 ‡£¤Š‹J  R 6M@³µÄB %À1  hŠ a K ‡l «‡:ˆ4Š =µŠh ‡B  O Ù :–M°Jµ BŠB!¾C 9 B  ˜ 6‡B ? !B‡h% ! aŠ L*!K# By ŠJŠ  ˆ  Š¤Š˜‡BˆH‹K# 40RJ J‘I@K{Š „Š 9%À1 9¥ „‡h%.‡B 6 Ž 6 06K „  6‡ª 6Mµ%ˆ0@1! #Rµ +¦ç-Š 9MB 6 ’¦§  –Š 9J:Š¥‡: ‡B H%¤Šh±3K Š1¦ 6 ³ O ë

NM

… y B H!%‘Id Š  6K@ JŠ =ÂE : B 9HŠ  uyɇ£!% =Á— 6 0J!K   ˆ J+Š ŒM  6 ˜Š 6 0! J ?  9  „Š Š!ˆ_J!Š´  ‡ ¦’%ö  .6Mµ6 ‡  0 6 ˆ  Š! !ŠW 9 ‘  WŠ [ Š6 6  p 9 g!J 9 ˜¦§ 6J‹U O O

â½Y{€Le Y

QP

ku\~X?Y[Z \¤]C^°Y7`hbc.e0cgf

X LopnwY[ o SR

… ” ‹ 99Š‘IQ¦ Ž +RE 9¦Ü 6 9Rµ7¤ Š 9‡:EŠ’Š£ˆ  9 Š! 4EŠ‡:!Š0M:6Mµ6 ‡Ba0GÁ K [ p# 9 6  6‡:ˆhŠ =ÂEŒÁ— ‡B [Š  9 Š O TVUXW

Y[Z]\^Z`_badc=Zfegah\^ie-c=Z`jck_lnmGZpo(\^i l^q croXst\

“d –My¦§ 6U MµˆÏ 9 *Á— 0 6ˆ¼ %À1 ?ŠÏŠ +µŒÁ— ‡B g 1R 6 Ѝ¶™[U +M JgW¦  6 IpšÆÑšÚ ž ! {Jg‰E‡£!‘IڝÆÑ Õ  6 9Š 9J”  hWS ¢  „  6‡£!6‡ J.!‡B J” E  a:  4 +[KHMg:ˆ  9 Š! +Á—JEÁ¶Š Œ[ 6E9   O[¢  6 B!  ‡BŠ‹¦ 9 ’  9JLKHM9 99Š6’J 09ÿ‚Š +ML ¥ J J 9 [   ‡: 9  9  O ™[U +MçJ W0¦Š  É6Š 6 Jç  ‡ _ H +µ6ÁÊJ 9# 9J 91”K6 É 9ύŠ .J + È–  =J”¦§ U! JgŠ ˆ”Š 4J9Š ŒMIQˆ 9 !Šˆ: 19*! ‹  ’ %g¦ J J?9‡: ˆŽ ¦’–Š  aU1¦’‘I  99R 6 O Å7HMJ–¾C 9 9 [K@ 9—¦§ 9”ˆ 9 ËÁ !Š 9JLJL  6 +‹ 1 *¤Š¦W  L 9J” B9 !Š „› 9¦¥I6# 9 –ÁÊ @6 [  ŠL0! „  [Š :‡:  61 !Š OB¢ „ 6 0! ¼ 6E9  4 À1 94Û>2 'D!8:"9Q&[ Š =ÂEB!J 9‡: 9 I O O ¦  9 JŠ.U1¦¨¦’% + Š 9 0È+[ É 6E9*! £¦’ ¦’%  ‡B O ™[U +M.JÉW0¦Š 6 ³†[Š 9%À1 h  {Ša!#  7 Š!  ›>H/?ºE$ICK@ ˆ K6 J ÛÝ䌵UÁË J å  9 6Š O ‰EK 9Àµ HŠ–MI‹HM %ö6# 9 –ÁÊ @6 L 6 9 ¦’%_¦§ 6 ? ©B9 H MÏ ‡B [¦ 9 ?ˆ 9  9J_KHM_ ‡hK!Š¼ g 6EJ ? ‡: =Á ¦’!„‡B hˆ  9 Š- 6 9 Iæ’%ɦ§ uŠ ‡B –R 9Ž JJ!Š 9[  [ ‡4K¤Š OhP U! Š ˆ‡B HÊ 9%Àµ I  9‡hK!Š¥‡: +ŠµJˆM[EUµ«  Š!ˆHp¦’–ŠŽ K ‡B O ¢ Mµ0À1 96 ¦’%£ 66 ‹J ˆ¥ˆ  9 Š! +Á—JEÁ¶Š Œd    9  ˆ„ J !ÿwÅ7 6 Š ¥ 6K ‡:!Ša  Šµuˆ  Š!à WŠµu @  –¬ ɉEJ?  Ž 9 ®’9HŠ +µ IQ  ¥ ˆH  H +µ„ aK@Š.K@ ›J¤æ66Š 9J ‰EJgŠ hŠ ˆ 9[6K6 ˆK# h 6 06 J¼ a 6 J9 J  9ˆ  ž *!6¥J´‰E‡£!¯ŒšÆÑ Õ %I‘  [6Š !I|!  ‡BŠ 9J¼ ”0RJ¼ %Ï K 9‡:[KHMÉ =Á  99ŠˆÝä6–M°Š L‡:6:#* u a 0%ö6 9! [ EÍ+ŠˆÏ 6 9 å ڒŠ 9 ˜¦§ 6 ”  

 ‡B Ju1 ¥[J 9 ›Š 6 Š[ È9–%! § Ju Š *¤Š O Å{ ˆh  9MuJ„ˆR # 9 6  6‡£! ¬ˆ § ‡£!U {HM:6K6 À1 H’ 6 @ 6dBŠ 9 -¦ UQI ž *¤ *¤Š Œ%!  6šÆÑHœ1dŠ¤[” 6 7 !Š Ž dœ Ó¦aK% J O‹¢  h  ’¦ 9 h  6 9J˜  ‡Ìš ì I ììì ¦ JWK% J:KHM£ J‡BMuJRµJˆŽ Õì I ììì Á¶¦ J£  ˆ4J9  6Mu:—¦§I J£  aŒMEŒŠ 9‡Ó¦Š 96 J£  7 9 ‘ Ê 7J+Š 6M O ‰E%4ˆ +R # # 9 6  6‡£! [ ‡: 6U!!K a?RE 9¦Ý p  ¥ˆ  ¦W0M |Š 6 0! ˆu9Í9Šˆ›   O ™[U +M£!JW0¦   {Š 96 J£   d6 9§ ‘ 6 9§B  ‹ Šˆ[J!%„! ® dJ  9Šˆ„ ä6K6 å  9I‘ O O Š h9 !Š 9J¼ 6 97¦’%¯ÈKHM˜Š  ‹R 9 6M.¤Š 6 ¤¦§ 6 › HŠ –M˜6# =Á   Jh [Š ‹‡:  619*!  O ™7 #   !IE– # -J:dK# 9 BJ !Iµ@ Œ  ‡:9 Nu

u

u

v

Ò

 ›Š  Šˆ[J!%a¦§Ju0R {K@ 9”š ìì Ow… uŠ‚¦W0MI1Š ‹ˆ  9 ŠŠ¤Šh#¦§ d Š a %À1 [¦W!‹J  6„( ˆ? =Â!9Š–M.±²6 C³Q¦§ 6J+ O ™a?Š P GÁ JMµK 6J ž +M Þ  JŠ +µ 4Èß1œœ4¦ J=  ’K@ ˆˆ› J 6 IQ 9 9{! -Ñß Ø ‡B    6 99!JëÆ Ð¦§ 6JW  99§¦ 9 aKE% J O  6  @Jˆ„¬ˆ 6   Š 7“Rµ ê " &>2à  9I‡:1–Muˆ96 J‘IH¦§ ¥ÆEš J?Ñß 6 6# 99Š–R 9M O  0 6MI1Š§ aR ŒMBJ ‡:Jˆ[J!Š„6 9 O ™[›  Žš ì šGë{¦§ Jd›   - 9ˆ„J+Š ŒMŽ¦’–Š –Š« 96Š 9 u>@I«¦§ 9R 9 I«Š u 6  +R!H[¬ˆ 6 [¦ 9 :œ!ß ª ‡B ¥  6 99ŽJ Õ š ¦ J‹  6 99 O¢ ¦W‹+Š!M£ @ 6 W ›Š ¥ 9 @ +ŠR „¬ˆ 9{! ‚Òß ¨JɚÒ KŠ 9J?¦’Š?  ¥‡:µJ¬ J?“Rµ êB" &>2p   O éd: [6š0ÆÆ ì «J  9 K# 9[ˆ 9 !Š =ÁËJµÁÊŠ 96 6 J+Š› µ 9 ¦’%:@ 0 6 ŠuK@ ¥u6ˆ¬ H’‡B R 9‡: 9H’GR Š!’ ‚™¥!U 9ML!J”W¦  6 O§ƒ  ’! [ˆ 9EÁ !Š 9Jg  7 h + Š 9 a![:Š‡: O ‰µŠ 6 ˆ£¦’–Š.!ˆ J”J!%˜( 9 › 99ŠÉÇ O ߁K@ ¦aŠI Š „Š ˆB 9a‹ 0! % 9JÉ  7µ   9 9[ ‚ !a 96Š 9IC!Jg 0!%.E9  6  h  ËÁ 6 §¥ 1 *¤ŠB =‡: Ow¢  { 9 ®§JB ˆHd HŠ =µŠW! ’ K1æ6 9§ŠŽ£# 9 ‡:–{! WÇ? +  [ % O›¢  u ‡B hŠ!¥‡:6a  6 À1 H Mɵ   [.  › +‡B 9 7ŠU 9¼7Š h ˆH6Á—J. J h   ?(9HŠ =ÂEŒÁ—J @ J H9{J + È–[  O[… –Š–MI  µ !Š´ =Â!‡: hJ J_9 6 9 MÏKHMÏ  J + Èh :‡£! U 9J ; "Š>2 '*) "Š/°J Š 7 ‡:J § 6 a‡£! U 9Jg#&‚2 '*) "Š/ O‚¢  [ !Š « 9¦    ? µ 9J  Š¤ŠR –M O Å7µ@ 6K WJ¾# 6 H- 9  ‚9HŠ =ÂE d Wˆ  9 Š! J›  p  a#&Ã2 '*) "Š/ +‡B 9 OÉÙ +µ0I-  ‡B ?h!  µ !Š 9J´¦’ ° 0%°ˆ  9 Š! J H +µBJ_   hÈ O O  HŠ =µ{§ 9‡: G-Š!‡B6‡B R 9Š a# 9 6  6‡£! { «Š a9 6 H  ’ 9dJJ J: Ž  {9 6 HW6 9 O-¢  { =‡: § 6 {¦ö60 J?!ˆHBJ£ –Š 9 ‡£! U 9JÏ; "Š>2 '*) "Š/˜ ¥#&§2 '*) "Š/ O Èéd!. ¥ { !{‹‹@ 6K ¥  „; "Š>2 '*) "Š/ +‡B 9WŠBK# [ 6 +Áʇ£ 6U 9J¼#&2 '*) "Š/ O  ¢  ¥J9 ? 6E9 6‹U 9’Š Š!9%!K aKHM?96J 9 ˆB9HŠ =ÂE ’ w a¬ÂE J” ˆŠ‘I I‘![£ ‡B 4˜ ¤æ69 g¦’–Š˜—¦§Š 9 a ‡B 9Š 9 9I J O 7  h‡:¤Â1Á ‡h‡  1 +µ” ˆŠöŠ!E9  6öŠ É 6 9Rµ –M1ÁÊJ 9 6‡: J  J á # 9 6  6‡£! =Á—  [  9 J”¦’%˜‡h6‹K# „ +ÂE9 J Jg  ‹u 9¦’–M1Áʈ  Š¤Š J˜  ŠÉK@ ”!JJ JŠÉŠ L9 6 H: 9 O Å{ ®Š 9 u 0! ˆ.y¼ J‡õ 9 99Šy [œ ììì  Š Bš ì I ììì ‡B6{ ‡B‡B˜SaEŠ%”¦§ 6J I@¦’%gˆ  9 Š! Jg!.0R ˆ Ž Wš0ß:  ‹# 9  + Š 9 I  ‡: +ŠµJh¦ 9R!!Š 9JBhŠ ’ 9‡£!ˆaÇ ììì ¦ J O Vw Œ  ‡:9 Bä !-  ˆ Š! ‡B ’ +R ¦dK# + Š 9 d :ÆÒ å ¦’%‘Iµˆ ˆ[6 9  IE  6 9 @JdŠ„ ˆM Ñ Õ 9 6 +-!«¦§ Jh 9R  O édh - 9 J 9wŠ!p «p  6 ‘ ‹  §@ Œ  ‡:9 KŠ 9Jh  ‡ Š J –M1ÁÊJ 9R # 9J4 6 W6 9 7ÈK 9 ’J6 6 :!K#R ’9 9 ˆ Š 4J©B —M” § 6  6ˆ 6 9[ ¤M 9¥K@  +R {Š ›J+ŠR 4Š 9%Àµ ›äŒR ŒM  + ÊuKŠuˆµEJ? *@  [ +’  W  6  ’‡:1‘J 9R 9‡: 91 åO Å×À1 ŒŠ¦§ ŒŠ# ˆ. ÿB¦’HM°Jµ héd¯ ³†hˆ 9 !Š =ÁËJEÁÊ 6B! %°Š  4J+Šg µJ9 h ?‡4%.K# +  [ 9 –Š7 ə[U! 9MgJ¼W0¦Š  !³²¥Š !  ‡B … { 9 ‡BaU 9M !7  4U! 9ML È9  { 6 ŽŠ 46 h B   9J˜ˆ‡: 91 Š 9%À1 ‹K6 JB›Š é7Š 9 Kˆ  ‡l(6 ‹Ç O ߄K@ ¦a%IŠˆ 9  -¦’ ›Š ŒŠ Š¤Š ˆ!M  E µ 9  ˆ‹  + Š 9 «!|Š‡B -9 6Ê -¦’ -Š Š!ˆW +0I¤ Š!  à „ µ 9  ˆ  [¦§ J˜!{u ‡B O… ‹J–©:9’ : MÀµHŠŠ!Š–R [Š 9 ‡B’¦Ö‡h%” 06   Š  9 Š%6U  ’SaEŠ%Š?  “ˆ6 O v

wv

1v

-v

1v

wv

-v

1v



`x

zy

1v

x

{y

1v

v

|u

œ

V‚ 6 uš P 96Š 9  ÿ

Š+









}~

L€

ð

~



 









ð







V ‡B  ÿ

V‚!  Õ







 









ð

~





¿  ˆ Õ ÿ‹HŠˆa6Mµ‡hK@| 6Š 9 a”  h +  h ’J˜ 9‡:  hWJ‡£ O HŠˆ  9 I‘¦’ .J‡£!¥J¼K@ 9—¦§ 9´Š ‡LIp! u ¦’¼¦’ŠÉ9 99ŠˆL  O Å{ ® B(HMµ#!Š +Š ȏ‹Vw 6 ˜šIà  u 96Š 9 „9ŒŠ 9 B&º¼¥ 9 ˆ6 JÏ„L9‡:‡BÉ KEÁ 6 ˆI¦’ˆLŠ r 6Š 9 6&º@ l .K# ?J H ¬ 9J!›V‚!  Õ O 5=&Ê"9; ”2 O *‚

‚hƒ

}~

„ƒ

€

…B

‡†

ˆ

DGF1HIN‰ŠK

TVU9‹

ŒklnmXZo(\^i l^q croXst\ŽV‘q`m(l^jwcrZ`_oX\^’

Þ ¾ÉŒšÆÑßEÃJ 6 K# 9¥‡B 9ŠEJu CJ ˆ„WS ¢  K6 JB HŠ 9M›B 6 6ˆ O Þ  7 [   6‡£6‡tä6 H +µ6Á¶  å ( O š Õ -  [ J 6  $%!#$Š>&Ê"9@>&'(!  p HŠ =µ6Á—J 9# 9J H7   IE¦’%”‡BHŠB H +µ6ÁÊJ @ J Ha 6 9 O ¢  B‡: +ŠµJ¼¬ 6Ž  % Ž  BJ+Š 6M_(χhŠ 4 6 =aEU1ˆ?  [ ‡B‡B  6 u { 1 ˆ›6Mµ‡hK@¼ä6 ˆ.  9Àµ +MyJy ê9 ? { 6Š 9 BBɈJ :Š ¦’%݇BˆŒ?Š ¼‡£! Jö–Š 6! R 9L ¼K# 96 åO 6 ˆE9  6”˜M ¦’ ˜  u 9 Š¤Š ›J‡:7 § +  h(J 9Š 9J {J¼! § 9‡: 9u(J 9Š 9J h%I KW 6 WJ‡£!§6 O‚¢ WJ 9‡£JW£ +µŠ 9 ? Ê a  E §$%!Q&'D!FE'&a¹Q;='(!;='-µ 9 6 9 7 C 9‡: 9 O ŋ ®Š dß4–Š 9 Š!   T ‡›Á Þ %É 6 +Á— 96 ‡:!Š‘I‘Š[‡B 6GR ¥Š” 60‡£¤Š –Mɜ ì ½ ‡B „  ËÁ 99 O7• 6ˆ£  4JEME‡:+ÁÊ ˆ Š‡B‡:ˆuˆ‡B H‹‡B 6GR ‹Š h *‚( 6‡£!6 J# ŒŠ‡:! WŠBÑHë Ó ‡B ŒÁÊ  6 99 O Þ  ¼  6¦ JEÁÊK%UH¦ JÖ 6 +Á— 96 ‡:!Šç‡B R 9J @ 6  ‡: ¼ Š ´06 ´ ›  #µ 6 ¥–Šw 96Š‡£¤Š „ §Š :‡:µJ (³²¥! Š‡B 9 9I|  „  :K@ 96Š 9 Ž *p 6 ‡:!Š 9 K6 J˜˜ˆ‡: 91 I@ Œ  ‡:9 Ž!9Š–MJ +Š 6 !Š 9„ÈŠ: 6J˜œÒ ¨¤ ®Š ’ßu ËÁ !Š= O P UyJöS[‡B@ L6šÆÆšÚ š0ÆÆßEŽJ 9  6K@ .Û 6H%Û ´Š =ÂEŒÁ— ‡B ” Š *¤Š Š¤„  9M¼ )+&¶$9ºµ>!)+&È'($£&;6>)9/F$ &'(! O¢  ! %´„K 9J_Ï  ‡:‚*!ˆˆ Š 9 6MaJ‘IG[ 6 9* 9I0Š -  EW6 E%!6Š±² Š6J+Š‘³0ˆ ‡:‡: QŠ’‡BEJ 9!  Š  !Š4 µ 6 O‚… h |¦ UQIHŠ  6‡:16Mµ‡hK@p QŠ §Š Š! J9Šhˆ ‡B‡£  g +µ6ÁÊ ‡B ¼9 6 6#J 9 ˜JöŠ . Š6*! Û h_¦§ J ?‡BµJ  J   91 HŠ|J 6R!!ŠL µJ9ˆ?B6 ˆ£ -6%.  9 @J 9 9 O[… {‹ 9 *Á— 0 6ˆ ˜ !{Š 4 6‡:Ž(9 6 6#J 9 =a! h  6 J”  ‡ªŠ ˆBJ!%EI‘[! 4   KK  9a W  £ 6 9¦’ –Š B  Ž WŠ £6 E%6 Bˆ Š‡B‡: O?T 0! £  :¦§ 6U¼  „9 6 H„  ‡Î 9‡hK@EJ „ ˆ* ¥ˆ ‡B‡£ aJÉŠ ­  6URÏ 6‡:EŠ¼  [    KK  9I-uB 9 6 HŠ–MÉ  ‡  ­  6UR (K:BJJ 9#Ž‡:µJ ˆ O ÷{¦§ 9R 9 IŠ  ” 96Š 6+ŠB : 9 6Š ŒMÛ6Ï !uŠ L6 E%6 Š Š! J9Š

 ‡: ‡Ø   7 6J 9 ŠKM‡B 6 [ˆ  9 Š‘ ”÷ ­g­  H%  O ½

1v

v

Šv

1v

šÕ

P U„JhS[!‡:@ d6š0ÆÆßEC0R § @ ŒŠ J£š ìì ˆ‡: 91«@ Œ  ‡:9 §£šÑI3œÒHœŠ EÁ ˆ„¦ J!J.šÒÒHœ¥6 CIŠ 96W¦§ J  ‡   ¥™{µ  JÅ{JR!9 J P 0 6 6 ³Sa9 !Á  ŒMg¶™7µ  6J • R 9 6—M:Vd 6 6 IڝÆÑƵ O‚¢  a# 9 9 H%ˆ [ æ J9 6 9 MuŠ 6*! J dœ Õ Ü  ‚  WŠ ˆ[ +§JB6„œ Õ Ö  ‚Š  6d6 90IH  aR 6B QŠ ‹‡BµJ  ¦’%”  6 9 @J 9 9{¦§ Ž  9 6 JLL  „ 9 ‡BŠŠ!’  9M6J” 9Juæ6Œ ! ®Š 9 ’hR¦ 9p ’! ®Š 9 {¤’‡:Œ Õ  6H {  ¥ ‡B „J‡£! O Å7ˆH!‘I«Š :JJ  ­  U!R´‡BEJ ‚  6‡£6‡áJ +R @ J__L¦0MÉŠ!„¦4 91  6 M JR 9 J°  ‡ !Š4 ‹9 99Š ‡ OɃ 9 H MI¦§ 9R Ig1‡hK@ h {EŠ 6 ¥  J 6 J´ 6 !Š[K@ 9—¦§ ÏŠ ›—¦§_ T J I-š0ÆÆ ì Ú Ù J IdšÆÆßµ O ÷ ­g­ 4 6 ˆ  Š¤ŠR :‡BµJ [K 9J´Ï6Š!Š6Š0wJŒŠ K 9I«JÏ0¼K# uŠ  J¼K1MÉŒ%! ËÁ Š0§ 6 ‡:!Š´ µ J 9 O ™a_Š ?Š 9 ›JCId  W +—¦ 6U1£ 6 u M ˆ  Š¤ŠR  ŽŠ Š! 9J_KHM´Œ%! 6  §‡B 9 µJhKhK1Mψ J 9H›J 6 91 I 6 h‡BEÁ ‡B !Š O|¢  6 ŽJ–¾C 9 9 9 IQ¦ +R 9 I# [!’ 6 9 *K OwT M?9 J 6ˆu 9 Š! ‡:µJ 97¦’%É0ÉK@ hŠ Š! 9J.¼‡:¤ÂE‡4‡ªU! µEJ”K6 IÃ9 99 6¥‡: +Á ‡: 9H%! ! ‚÷ ­g­ ‹0LK# [ 6 06 J O v

v

v

z¾

TVU9¿

ÀÁaq³§egÂn_bsCÂna’tadcroXst\Ã\^ZfcąsC_b³j

¢  K# 96ŒÁ—U1¦’Ð =‡: _ :ö 9 *ÁÊ 0! ˆ¯ +µ6Á¶Š!ÁÊ 9‡: °ŒMµ6Š 9‡ . K!KM Ù “ ¢ %!UQIK!%UHÁÊ ˆH! [ 9—¦§ U[J 9 9 K@ JŽKHM„‰E Ëæ6G¦’6U1E!J ƒ 6 1K# 9 ˆŽ6šÆÑHœ1 O ¢ -J 6 K# 9J£B6‡B J 9ŠKHM T  6*{u- ¦’ˆ7% IEJu6ŽdM K  9ÍMyJ B¦’ Û 9 O Ù “ ¢ ŠU°¦£ 6‡: M_ !6Š 9‡:BŠ´‡:µJ ‹6# 99  1‡£!” 0 6ˆ O ™[ „! p  Ž‡BŒ‹!  Š+ŠR ¥% Š!9Š 9 6Š ’ w  9 6’‡BµJ  §  6 M:Š¤Š  JŒŠ K J‘IE Š! 9Q!Š a J§Š 9‡ 4J 9ˆ 9 [ «ŒME%ˆ0! *! K—M O”… °¦’!› ¦’ Iw¦§ ?  J ›  Ž¦ 6UϦ’%›6 J‡h–Š–ÁÊ*0M 9 I

 9J  6¦ 6J´ +Š¥Š Š! 9J¼KHMyÈ @ ŒRE 9J#a 9 6 ¥K%UÁ— 6ˆ!Š.  [Š +µŒÁ— ‡B  HR 6 O ­ µ%É" &>2ŒšÆÑHœ1wJ 9  6K@ Ù “ ¢ 6# Ug ¿ ˆ {ǵ%IEHŠ 9J 9J?  –M›WŽ =Á ‡B 9‡: 9H%! ” Ù “ ¢ %U O ÷{¦§ 9R 9 I«Ša¦ Ug!JJ –M +ÂE J.  u‡B9  QJ–¾C 9 H‚J› -9EJˆ9IHJ› =‡: Jh  W 6 *¤ŠR W@ 6  ‡: § @ 9EÁ  Š¤Š [ +—¦ 6U1{  W  [Š Š! 9 EŠ? w9‡B‡:!J” ‡B‡B¦ J‹ 9 @ 9 R M O P U Ù “ ¢ ŠUQI Ù “ ¢  @ 0!U”6 J.u¦’JG¦  œu% Š!9Š 9 ‹¦’%L¦W{6 @ J.!   Š . g%! Š+Š L!?´Š‡B O Å{?Jµ  ž *!6.ŒšÆÑHœ1ŠI ­ µ% " &u>2¥  P 06 9ÝJ ­ 9 ɍŒšÆÑßEu?0Rµˆ°J 9‡:6 Š! JöŠ¤œGÁ—% Š+Š 9 ¦’J¦  HŠ6©B  H79HŠ =ÂE’ B µJ „›  K aŠ Š! 9 EŠ¦’ ¥RJˆh  ˆ 9‡:%! a +ÂE@ 6 ´ 4* 6ˆ ?¦’J¦’ O ÷‹¦ +R 9I P   6 Ö!J ­ 9 9 9 Mg J.'®#" Á— +  [¦’JG¦ O¿  ŒŠ 9 I|Š uRµ 9¦è ‹1 % 6šÆÑëEIp O Õ ßHÒ1a 9 9R!H ÿ„ä O O9O ŒŠ 9 ’J 9# 9J   9{ !’K# [J +Š 9 ‡B 9J?µ0M Op… ’W‡:@6 K ’Š J 9 6‡: aŠ ¥ŒŠ 9 ‹ wu¦§ JLKHM?µU1ˆhŠ 6ˆL›¬R ¥ ’ îÂ?%! Š+Š ’¦’J¦ O²å ¢  J›Š- µJˆw¦§ 6 ’ ˆ1wŠ[K@ W‡B# 6%!1w4 !„ä6u 6 6*!  µJˆ„ uˆ !Š–M›6 6d  ˆa¦’6d!: 6 6*! W ’0!B 9R HW– O†å “d% % Š+Š 9 ¦W!W 9 9 H J Ù “ ¢ %UuK1M£Ž6 6 ›Œš9Á—E6Á—! *Á |p9EJ { Õ Æ„K  9½

šÇ

òóò Ì Ö Ë Ù ÔXï|Ó Ö ÙËÙ4ôóô ØÓGÔ Ò"ÓGÔ

á,Ï"Ð ï Ö Ô Ý ØØßgÓGÒ Ô Ï"à"Ý Ö

á,Ï"Ð ï

Ô Ò"èGØÎ Ö í Ö ( Í ÎrÔ Ð Ï"Í ÎXÍ ÎXï

Ö&ñ Ï ñ

ì*Ó × Ý Í ä Ö " Ï Î Ô ØÐ × Øí2Ò"Ï"Ð Ï"

ì*Ð Ð ØÐ î,Í ÎrÔ Ð Ï"Í ÎXÍ ÎGï"ð

é;éê«é|ê­é;é;éê«é;é„é|ê«é„é|ê;ê­é;é;é„é;é;é„é|ê

ë

å;æ ÅÆÇ ÙõÒ Ö

Ï"ß

ÓXÔÒ"ÓXÔ Õ;Ö× ÔØÐ

ØÓGÔ Ò"ÓXÔXÓGÎXÍ Ô Ù

ç;çwèGÍ ä"ä

ÈÉËÊ

Ö ÎrÓXÎGÍ Ô Ù

ç;çwÍ ÎXÒ"ÓGÔ(ÓGÎXÍ Ô Ù

Ì%Í ÎXÏ"Ð Ñ Í ÎXÒ"ÓGÔ Õ;Ö× Ô ØÐ Ù Þ ÎGÒ"ÓXÔ Ý ØØßgÓXÒ Ô Ï"à"Ý Ö

ÏÚÎÜÛÜÏÚÒÜÒÚÝ á Öâ ÔXãwÍ ÎXä"Øã

¿ ˆ 6 ¥Çÿ ¢  Ž %Š 99  ¥ Ù “ ¢  @ 0!U O

Vö

"Š/;6> -h5%; !8 ,É$wFE2®2–$9ºL" &§>2 Š÷

DGF1HIrøK

O

Ä´ K›  › 0%¯ {  Õ Ò. + Š 9 BJ¯ÇÉJJ–Š§K h  u+Š! ‡: U1 O ¢ 1 I  a1‡hK@  «W  I I¦‹œ Õ Æ Õ!ì Ç O-T M£ H ŠŒ0I Ù “ ¢ 6# U6 J h‡: a9‡:9¥ Õ Á—6ÁÊ *Á «šš9ÁÊK µJˆIˆ–Rµˆ œœ O-¢  a¬ 66{ëhK–ŠWJ !Š 9J ¦’%›! ‘ë‹ ˆ‘I«ä6ˆ 1 +Š å   W +  ‚K@ ˆ 9J4Š¥JhŠ W 6 ‡:ˆ7Ò7K  J 9HŠ¬ JŠ a ŒŠ9*! % 9 O-… L*9 a Ù “ ¢ ŠUQ³† Õ šä  ŒŠ !Š ŒMu  0!  9 å Š{  6 H-Š [(6ˆ ¤# ‡B W W(‚ë‹6Š 6 6JhŒME*K K#J ŒM„ +ŠI Ù “ ¢  @ 0!U¼ J Õ ëŠEŽ  !Š 6  O Sa !ŠˆL  :1‡4K# 9 Ž JJ ¼–ŠŽ I Ù “ ¢ ŠUB 9J š Õ!ì  ‡BŒW +ÂE@ 6‡B HŠ9I¦’ 6 0 Ù “ ¢  @ 0U J”œœ„JJ  –Š Ow¢  { 6 !Š–R ’1‡hK@ d C  6 Š17 Õì Ç ´š Õì Õ Òµ ÇßÆ¥  Ù “ ¢ ŠU R 9  Êœœ Bœœ Õ ë1 Кœƒ  Ù “ ¢ 6# U O ‰E !I  |‹ MHÁ—9 99 J ­˜P V.¦’–Š4 JJ 0M 9Iµ  7 %Q1‡hK@ § Ã1 6  9 W{  y HŠI Ù “ ¢ %UuJ Õ œEI†ßHÑ ì J¤æ6Œ%K Ž¦§ ˆHŠu(ˆ 6ˆBK7 {Š:Š h  6a¦’%É Žˆ  9 ŠM Š 6 0! J”‹J¤æ6Œ%K a¦ 9ˆH {! µd ‡B 6 J?Š Ù “ ¢  @ 0!U@³†[œ!ÑHë!ß O Ù “ ¢  @ 0!U¦WW Š J?¼šëEI ì Ñ ì  «Š ›š0ÒI Õ Ñ ì ( 6 9Rµ –M1Á—ˆ 9J#w¦§ 6J’› ¤Á  ˆ4J9Š ŒM O ¥–R £J¾# 6 9 W ‘J 9ŠQK@ 9—¦§ ?  7 +—¦ U1¥( O ˆ O BŠ EÁ ù»

ûú

9½

ûü

°»µü

ÿ

…ýþü ÿ

ü

¥ü

µü

*»¥ú

š0ß

ÿ

ÿ

ú

ý

ˆ£‡£! 6*(I@g  ˆ: Š!‡: +Š 6[J˜g +R!! ˆBŠ ¼äŒK# 96[ˆ   å Š9ŠI‘ J 6 +49‡:  ¼¦’Š Ù “ ¢ %!UÉ„J©B9 O ÷{¦ +R 9 I Ù “ ¢  @ 0!U_% 9R J°ÑHœ O Æ ä6K@ 6:ˆ 9  å @ 6  ‡: LŠ 9 ϚGëEI ì Ñ ì ¦ J£! ®Š 9 B6‡B ˜ÇÉ6 BŠ 6ˆ¯  Š ˆ£6 9 O›¿  6  9IÃ# 9 6  6‡£ hÉ +¦ È6 @{¦§ 6J[¦W¥M” ˆHŠ–ML¦§ 6 !§ÑÒ ÐJ0! ˆ¥¥ˆ:J 9ˆ 9 {! ‘ˆ 9 Š! › #Š ’ 6 ˆ –Š - #Š +µŒÁ— ‡B   6 9 @J 9 O£¢  B  6„J”!¥ +ÂE –ŠM”6Š!Š ›  u ê9 u § a Œ46 9 O V =Á  ‡:K–MI–  6Š 9J˜ |Š :ŒšÒ Õ Ñ  ì  šGë ì Ñ ì К Õ!ìì d 9JEÁÊW¦§ J O ¢  ‹ 9¦§6K6 À1 H MuŠ  9J::[  9À1 +MHÁʦ§ ˆ1 J£R 6 £ @Š ’J9 ! 6M O ¢  .EŠ 6 +ÂE@ +Š Jö !£  g +—¦ U¯¦§Jö0R .‡B LJ–©:9—M¯  ˆÉŠ Š ˆ„ 9 IK@   7 ‘Š 7ˆ § # ŒŠ:! à ‡B‡B {¶!J 6  ‡£KMI1Š =Á

 !Ip 6 ˆ –MHÁ— 6 J@’¦ 6J O¢ „   J_E4!„ ˜K@ B  B06 –Šˆ # 9 6  6‡£! WB9‡B‡:h¦§ 6J-¦W 6 @ 6 J›Š¥‡B 6GR W¦’ Š!‚  „äŒR ŒM› 9ˆ*! ¦ J å J +Š 9  Š! J O ¿  6  9I ­ 0E% " &4>27 Š J—¦§_ 9 Š¤Š L 9—¦§ U1Û ‡:‡ByJ¯¯EÁ  ‡B‡Bg¦ J O›… ¼  ›  ‡B a  !IÊ ›Š ˆ6 9¥¦ušÇI ìHÕ šuEÁÊÀµ h¦ 6J 9 9 H ˆ‹„  6*! ’È  6 À1 9MHÁʦ§ ˆHŠ J@Ã 6# 6ŠÃ J‡BMHÁÊ% 94ÆëÑ  -Š £š ì ë!Ñ£‡:6{ ‡B‡:”¦§ J O[¢  4 6a 9a 6ŒŠ J.! dÆšš4¦§ Ja 9 9 H ˆ Š › 6 ‡:ˆgš ìì ¦ J¥É!  !Š h @ 6  OŽƒ 9*! R Ž¬ˆ 6 ¥g  ›*!6Š 9 06 Ž¦§ 6 h£ÒEšÒƤÁ¶¦ 6J” Šˆu6 9{K%! 9J˜KHML 0!ˆ:gœ Õ œu 6{9‡B‡:¦§ J9I JyÉëÇš+Áʦ§ J_ 6B6 9uKŠ J°KHM°  ˆgygJæ6HBœÇg ’Š ? 6› ‡B‡B ¦ J O›¢  uµ‡hK# 9 ¥ aÈEÁÊK*!U’% 9 ¥É  h—¦§L Šˆ£ 9  IpJÉ.  —¦a Œ 9  IH¦wŠ Š‡B Owƒ 9 –Š- 6 W 9# 6Š 9JhŠ[K@ uä6À1–Š W6  66ˆ å 4 !‚   9—¦§ 6UgŠ Š! 9J¼É  u 9 ¥ ‡B‡B.¦ 6JB( 6 6‡: 9JÏ LK@ ›‡B › 6 ˆ [.    µ !Š+7JJ_4# 9 6  6‡tK@ 96Š 9 ŽŠ´Š  9—¦§ 6UÏŠ  J´´Š : ‡B‡B ¦ J O Å7JJŠµˆH‚wŠ 6¦’:› ‚‡:!6Š wK1MhÅ76¦§ 6 :!JuVw Í6š0ÆÑƵŠI¦’[Š  9J  ­˜P V‡BEJ  JB Ù “ ¢  @ 0UB4œ ì I ììì Á¶¦ J£J9  6M›JRµJ 9J£1 .ä6 6 ˆ* å J ä6 9ˆ å ¦§ 6J„ 9 Jˆ?Š¦’ +Š 9 Ž 19*! g¦¥  99 M. 6 J9 J KHM›Š ‹Å76¦§ 6 gŒšÆHœǵ| 6 9§ d O Å{§ ‹¦§J: =ÂE# 990IµŠ +M› J:‡h%:K# + Š 9 # 9 6  6‡£! ’uŠ ‹ 9ˆ -¦ 6JŠ:uŠ ‹ 6 ˆ* ‚¦§ 6Ja(6Mµ‡BŠ W 4ÆHë O Æ JyÑÇ O Ò ä6K# 96uˆ   å  ‡B ? 9 9:y 9 ¦ 6JB 6# 99 R 9M O°¢ 19I–  9 ‡B4Š¤ ­ 0E%ö" &[>2—³²4 6‡BŠ´Š!Ž  ‡B B ‡:‡BϦ§ 6Jh0R £ 6 9ˆ*! W µ !Š‡:MK# ¥  6 + O • U! ­ µ%Ö" &h>2{¦’ ”  6Û¦:¦’–Š¯  L#6 K ” ‡£¤Š?9 !Š  ¢¢ ‰¼6Mµ6 ‡B I‰E 9J 91K# 9 ˆ.J ­ 0 *JۍŒšÆÑƵ{ŒŠJ J¼Š £K—M” ’LK%UÁ  ˆH! Û 9—¦§ UyŠ°6‡h!Š ˜ @ +Š „K6 ŒR JCI71‡:ç 0!Jˆ´K# 90RE O ¢   u 9—¦§ U°966 J¯ 7ß ìì LÈ 6 ˆ ¤„Š9I Õ!ìì JJ y BJ ßHÒ ì  :(ˆ0WŠ Ou¢ µ I«Š 9 u¦ 9 LšGœ Õ I ììì JGæ66ŠK h  9 J  6¦ J   +Š[( =ÂE Jˆ4K*6 = O‚¢  9 a¦§ 6 [64  9JK%U:  +Ša(Ñ ì I ììì p  ‡ Š ?JJ 9y gŠ  ŒŠˆ Š  IK›  6 ”JÉ!B@ 0 4 ÉK# ? 9  9HŠ*!WŠ Š ›# 9 Š! .   ›‡:µJ 9‚[‡: ‡B HŠ 9J O¥Þ  6 Ù “ ¢ %UgJ Ù “ ¢  @ 0U.6 J u¦’J¦Ö w  9Š–R Ž% Š!9Š 9 ‹ŠB RµJ „ 1 +µ0IC‰E 9J 9µK@ 6ˆJ ­ 0 9*!J 1v

1v

=©

ù©

ü

1v

1v

šGë

 9J›‚!Jh w µJˆ{ % 9‡: 9‚¦’%4HR–R {&È;=' ¹@2–"+)!   9Š–R a±†  0!  9 ³ O ÅÐ96 À1  › pŠ‹‹ !{HML’¦ 6J˜{ 9 µJ J”HŠ::6ˆ ¥’R +Š 9I  6 6# 99 R ¥ p  9ˆŠ O ¢  ›[Š7 0%É µJ ?š ì @6 K 4¬ 66[% Š+Š 9 B( 9  6aa¦ 6JEÁ—K@J 6M ‡£! U 9 +ŠI„š ì #  K ” 9 Jç%! Š+Š 6LJ š ì @6 K ”  6J % 9 6 I‹ _Š! 0%É6# 9 ¬ uš ììì #6 K h% Š+Š 9 aŠ  9 O Å7.a6Š 6ˆ  ¥a. –  HŠug  9 +Á—% Š+Š 9 :6K6 ˆ¼¦’%y› ?! {  ɚ ììì Š 6 ›!µ0¤Š JÏŠ Š¤§ Ow¢  {E !Š4J ’ H  9Mh!d ŠJ‡è +ÂE9 §Š!-  ’¦ 6JEÁ—K@J 6M ‡£! U 9 ‚0!d#  -4  ‡BJJ @ –Š O«Þ Šh w µJˆIŠ  K!K—M[Š! —¦:J¾# 6 H‹’¦ 6J’¦J”9 R!!Š [ =Â9 M?Š „ ‡B „6 9{ ‚ ‹ 9¾# +ŠR –M ê 9  O “d%ö a  ˜EŠ£–ŠB  6 HŠ°)='®ED2–".   LäŒ +ŠL  !Š 6  åO ¢ ?U! 9É  h1‡hK@ 7 d { Š+%K ÈßHÒ ì ŠIC¦§ 9R 9 Ip‰E 9J 9µK@ 6ˆJ ­ 0 9*!J J60 6J J˜ 9R 9 6M˜ µJˆB  ’¦’%g  Ž¬ 66aJ˜  6J”  0¤Š 6 a 6 9  6 9JgŠ:J¾# 6 H  9ŠaJ‡: 9  Ow¢ 6# 99’ à  a9EJˆh6% ‡B I!J?Š 9I0R [K@ 9‡h%  6Š  JÏ´  Š 9 Š!  ”(VU 9 ›J°V  !IšÆÑÑEÚd  0 Œ" &¥>2—IWš0ÆÆǵ Og… ° *! [%!Š 9 I|Vd£" &{>2§%!U B¼  B 6 u W%ï! ¥ 6  6  9H%! Ï.Š   Œ‹ w9 99 6’‡BEJ  O ¢ ŽŠ !Š‡B Hu ‹u!J° u6 ˆ„ÄÏKHMµ0! ˆL–Š4 . µJ Š ?E=Á   6 9 ›  6  * ’ 9À1 9 :È  =dÄa‡:HML‡B# Œ%H{‡B0!  O… [ ! H§Š!h 6 §ˆ‡B H à +µ!J ‡B W§ 6 À1 J?69 7K@Š£E J¼ ¥6 ˆ„ › 9 µJ 9J_¥ ˆ 4R 99Š  O ÷{¦§ 9R I|¦’ ›¥[6Š ˆ16  ŒÁ ¦W! JÉŠLJ 9 ‡B hŠ u „ µJˆ?  ¥? 6 9* 7 9‡: uŒŠ ˆI|¥ 9À1 6 J _ ŠˆIpŠ ? HR 9 6 ”@ !Š° ‹ 1R ŒŠˆÏ!°Šu µJˆ˜Š¼g ‡B 6 ˆ4d#  K O‚¢ ‡:U 9§J–©:9d– ÇB#6 K W 4J +Š 6‡: {¦’ 9Š Š Ž 9 ³²{ a{9 6 +a ‹ O‹… ˜ ’RE 9¦¥I@Š{K—MBŠ: 9 R 9 ¥: ‡B  9Àµ 9 !Ž  BŠh4RE 6 –M˜ È!Š‚ÍQ0¦ OL… 4‡B 0„ !„Š :‡:µJ -Ž0GÁ K £ W ‡4*! ˆI|  „6%! !I‚Š BR ŒM_K! :1‡£!°K—M˜Šg!‡: ˜(Š0M[  ¬ Œ‚ ‡B W 7 HŠ JŽ¦ 6J O ÷‹G¦°  ›JJu‰E 9J 91K# 9 ˆ[J ­  *JŽR 6 ‡B Š ! JLKµæ6 99Š … ˜Š  ‹‡BEJ 9¶IQ›¹QºE!#2–%D!'($Š>2|"9;+; !;„) $%!;Š"h{9‡:Š 9J˜  {HM”7‹Š Ž ‡r Š [6À1 9J˜J–¾C 9 9 9‹K@ 9—¦§ 9”  ¥K%! 9J”!JJ 6 9J”ŠE’ µJˆ OT M:Š 9!Á  ˆ:Š!aŠa6  6 h¦J.  9*! Ž¦’–Š.‡Bˆ£*¤Š 9M”g 6 0Jˆ =Â@ 6‡B HŠ9I Š ? J9 4 ’Š ?‡:µJ § J°K@ % %U! JÛˆH6› 9‡: 0K ŒR!!Š O¼… 

È9 I’‰E 9J 9µK@ 6ˆ°J ­  *J¯% 9R .Û‡: 6 –R LJ ˆ 6 ” [   9 ?y  O ¢  9Mu¦’ 6Š Ž( O ë!ß ì p !dŠ 9 Žä6‡BEJ  ‡h!Š 9§¥K 6HJ£ ˆ ’ ‘ ‡B 60! 9‡›Á .9 9 ˆ.Š ? 19*! ´ {¦§ 6JuJH¦§ J åO_¢ › 6  ›6  6 6 ¾# 9J_L#6 K ›¦M¼ J 9JˆL dŠ B‡:µJ 9¶³†„ŠEŽ¦:±²  99 ³ O ‰E 9J 91K# 9 ˆ J ­  *Ju9‡:Š 9JŠ ’EŠ§ µJˆ  6 9 @Jˆ„ „  ’  6 997Œ±†% ËÁ ˆ 9 ³î 9‡: ›6 À1 9 :ap À1 9 9ŽJ¾# ˆKHM:æ6Œ¥ › ‡B 4  6‡½  % 6ˆ 9 O›¢  BŠ[¦W!„  ¼  J 9J¯±²  6 990³Ã– §  u ‡á §  u À1 6 JÏJ¾# ËÁ 9   9 @JˆaŠa  W%! ˆ +-6 ˆa¦WG¦§ pŠ› !-9 6  @Jˆa ¥HM› Š [6ÁÊK1MHÁÊ +ÁÊ ‡B [6Š 6ˆ O Å7‹Š 0 Œ„" &>2§6š0ÆÆǵ‚#H I¦ +R 9 IŠ  µ 9J 6 ›ˆR [–M”¦ 9 aK@JÉg  h 6  7 Š! h Š ›‡BµJ |g  ˆ u

šÒ

Š =ÂE‹ŒŠ ˆ O ‰E °ŒME%ˆ0!› +ÂE# 9 ‡: 91Š!ŠÖÜ JˆöŠ Š!J !Mö È0R .   y ‡:6Mµ*Kg¦ J9I›‰E 9J 9µK@ 6ˆöJ ­  J  9J Õ ÑÆHœ %Ö¦§ J”Š¯ Š Š 9 : 9 O ™7 ¥Š: %!¶I Õ ÑÑ!ß´¦ J¦§ 6 .À1 È O ˆ O   ˜ ŠˆÏ +?9J J  -'®@/‘IQïG¦‹ðJQï1J~ -'®@/‘IQïG¦WðJQï1?”6 ! Š! y±†¦ J9³î O×¢ ˆ°¦ JL¦ 9  9 91 J”h1‡hK@  à ‡B W 6@ 6 !Q hŠ [ˆH 6 ‡  Ê  §  À1 99M |E=Á   6 9 h”“ˆ6 O Å{ ® ’Š ˆ”(ϚGë ì I ììì ¦ Jg 6 6 H%! +%I#J˜ ˆ:   ‡B 9¦’!a6 @ +[ 9 ˆ£‡B 9 EJLJ 9  6K@ JÉK@R !I#M”œœL Õ O œ : wŠ ¥¦ Ja Š ŽŠ Š!ˆ£6 9[ 6EJ 9J¼ŠEŠ7¦’%g¦ 9 ›J 9 ‡B J.  6 99 O [  Š! !ŠŠ 6 L¦ J’¦W!‹’Š ŒŠ 9J˜6MµŒŠ ‡:! 0!M O T 9  ¥ Rµˆ›Š ¥ Kµæ6 +7 pK%UÁÊ ˆH!  +—¦ 6U1 I@’W¦§ ŒŠL#HŠˆ›‹

J!‡: 91ŠJ 9¬  99M O ‰µ%° 9  I-¤4 0ŒŽÏ   Ž6‡B !I«  9 J  6¦ J´  ‡LIw 6 –M”6ŠK „  {‡£!ˆ:Œ%! 47!6Š 67 6Š!Š4 7!  6 O¥T 90  @Š ‹K6 9 7 @  9JK%Uu!JQï! ‡B ‡B 6MIŠ 9MB 6 ‹îÁ— Š 9JŽ Ž 6E9 6 ˆŽJMµ!‡: [ 9À1 9   O  9[  ›B¶!JÉŠ9‹ŒŠ ˆ[ 9 1 6 J´.Š +µŒÁ— ‡B Š  !Šg! 4 9 H M” À1 9HŠ*! O[¢ a 9 6 Š!Š 9[ 6 H *M´>H/ºE$4¬ÂE [U! Š 6 ”! [É Jˆg H +µ£¦’J¦ÌÈ Ù “ ¢ %!UJ Ù “ ¢ 6# Uh ›  L¦’–M1Á !  !Š g%ï! 9EJˆ ‡BM J K1Mç‰E J 1K@ ˆÛJ ­ 0 *J O Å ‡: u   9J.¦W0MÉŠL µ 9 J¼¦J´K@ uŠL ‡BM.JMµ!‡:I« 9  6 H4 9 ¥Ä. 6u ˆˆ 6 J”Š ¥ ¦’ˆh%EŠ 6 O G÷

G÷

v



TVU



\^ahmGst’hžegŽnaj=Z`i

¶¸Zfcr¹^sEinj

¢   W  96Š 9 ŒÁÊ !Á—6J„  |Ž Gæ69 „¦’ h7J9 ! 6M[  1 *¤ŠÃŠ  ‡B „ +µŠ 917‡: 6 J–ÁÊ  IŒMµ%ˆ «‡:µJ  - 6 0Jˆ:JύÈ 9 hK@R ¤ O Å7¥6Š!Š 9J´!K#R !Iw! ˆ‡B H ¥  [JîÁ— Š h   ŒMÉ 6 BK 9JÏÉŠ :!K—MŠL ¤Á  W6 JG¦§ 6J Iµ*! +M„J¾# 6 9  9¾# 9 ‚K@ 9—¦§ B 9ˆ w!J› +ÂE 9Šh¦§ J9I JÏ! H„JK ›J 6E9*! .K@ 9—¦§ 9´Š ›—¦§” 6 ¥ÉJMµ  +ÂE* O ÷‹¦ +R 9Iw– [K@ 9ÉR! 6 M” 6ˆ 9JÉ !¥!«Š 9 uK6 6R!! a0ÉK@ › +ÂE 9J.KHM.”)='®ED2–" EŠ O ™a 4# 9 6R! –R ›J 0£˜Š › !Š 6 Ž{ ![6 JG¦§ 6J„ h  9J¯ñ9< >@>2–%D!»!"%!U ˆ 9 ¥ g J´ Üä6 6 ˆ* „ 9J¦§ J å  % g&( > " O ÷{ 9 !IŽ&( > "Ï:  J 9J Üä6 9ˆ £6 JG¦§ 6J å 69 .{–Š ŒŠ¤Á ˆ Š!±² ˆ1K#  ³Œ;6 > "+í‹D > "+í{8B > "? 9Š O [0R £   9ˆ „R¦ 9W µ !Š ï! 0ð*ï O  T M° H ŠŒ0Ia&(>»!"˜u  J 6 J¯ ÏK@ ”èäŒ +ÂE 9Š¯ J¦ 6J å 69 ”– [Š › +ÂE 9Š¼¦§ 6Jۍ˺µ>»!"1I@ï!Rï1{!Ž!¼ 6Šˆ Š!4 ˆ1K# O›¢ 1 I|.  ¦ J§ |[6U£6šÆHœ!Ƶ%IHŠ ?ä O9O O  6ˆ‡: 91§ ÈMh 4EÁʦ§ Jd@ BŠ  =Â0|EÍ  å Ę£¬Jˆ¦’%É[¤aR!  Ž¦’Šg  h!Šg —¦6  !Š !I J @ J 9H7 6Š 9Šu µ !Š O-… ŒŠ 0!J” |Š ÿ ä O9O O ‹@ 0! Š¤¦ 6J{JL 9J¦ J7 ¥ 6 J” ˆu ‡uÁ  aU1JŽ!  6 ˆ uJψ0wUµG¦’ Jˆ ÿ4  : 19*¤Á šGœ

ŠÉ ¦§ 6JŽ !Ž  6 : 6Šˆ Š!h  !Š „¦’ ¼  ‡LIw!J´6# 9 ¬  @ ˆ!ÁÊ !Á—6J£  W  ‡hŠ + Š 9 6# 9ˆ›!6Š 9  O²å ¢ 1 I#L*9 Ž! ’>1ñ+)+&È;6>1$ &‹[V§  ‹LŠ „JîÁ— 6Š ¥‡BEJ æ Ž0R u)—¹"%$9' §$Ž!ŒÁ Š 9 ’ p  6 9 @J 9 Ž?Š ¥6ˆ +ÁÊ  IˆM‡BµJ  O V 19*!  KHMÝ!ˆMö0! K# Ï –Š 9 _"%·+¹@2 '($9'& É'®8a¹@2 '($9'& Or¢  ´ +ÂE9  ‡ ( O ˆ OT  ‘IڝÆHœœH’›  9’ŒŠ Š¤Š ˆ!M? p  ˆhu6‡B d¦§ 6J˜J”‡BEJ ®Mµˆ  [ 1 *¤Š‘IC¦’ 9 0!Ž¼‡:9{!ˆM´( O ˆ O«T µU1 IšÆHœœ1‹? µ !Š J 9 –R JL  ‡ DH"9#"9;6>2 '*) "Š/Lˆ [U1¦’ Jˆ 4!K#E’ +ÂEŒŠˆu¦§ 6J Od… ‡:9 ˆM›KHRµ9‡:‡B!  9w¦’  ˆ =Á— 6Š !IH  +ŠŒW‡BEJ 9‹( O ˆ O ‰E =Á æ6¦’ U1J ƒ 6 1K@ ˆIšÆÑHœEÚH‰E J 1K@ ˆ¥!J ­  *JCIšÆÑƵ O|¢ w ‡B‡:–—M a@1 J..KHM¼[ U!³²a ˆ‡: 91 u6šÆœÆIC O ÒÑÒGÄEÒÑHœµÚ-šÆÑšI# O œEš+Äœ Õ   7  Š 9 ‡ >1$ &'®»¤>&È'(!É*9 › 7>@>2–%D!!) !'®ED? ­gTƒ  O‚… £ d ‡B I1¦§ 9R IEŠd  K# Rµ +¦ 9J!£ˆ!M1ÁÊK6 J›Š 9%À1 O-¢  ‹K    ! ­gTƒ ‚Š!Žä6K@ 6ŒÁ ‡£¤Š%. 90p  6‡á‡B ‡B 6M å  ÉK# › 6 ˆH! J 9JÏ!¥ä6 ‡£! 6ML  9 9 ›‡B %!6‡ åO ¿  ¥ 9R 9 6M¼ +  „ W +R ŒMϦ§ 6J´ÉŠ :J9 ! 6M. Wˆ 9J¼ 6Šˆ Š!=Á— ‡B ¦ JB 6 I1W5%;6>8:"7-9 0¤Š JB0Rµˆ4ë7¬ J ÿ|Š ’ 9  -–Š 9 ËI  ’ +REߥ + Š 9 9I Š „   9 JˆßB + Š 9 9IQ  B(6ˆ ¤§ ‡B „ˆ J? B !{ 96Š 9 IQJLŠ „6 9   6ˆ J˜ £ O ‰µ%!¬«‡B Š£ 0M”G¦Ü‡:HML EÍ+ŠˆB  ‡: 94È0RµˆBŠ ŽŠ‡B 2–" &(&¶"9;EI|2–"(5=&ȸŒ$%!Q&¶"%·&J¼;+'D!º1&ȸŒ$%!Q&¶"%·&¬ J‹K{J¾# 6 H¹QºE!#"98:"hJ.)+&È; "+)%)Ž¬ J+ŠI  ¥!1MI 9R ? 6 O  …   ‡:! Û :#Hu¦J ˆ–R ” + 7 ˆH£1 Ï   9H{J©B –—M |Š ¥ Š  6 ?Š U O  ¢  9‡: 9 £6 9›   ‡B 44ŒŠ 6 J°χ: 9‡: 6MÉ  4 J ˆ˜Š  9 Š O Å{ ¦’  Ù “ ¢ %U˜!J Ù “ ¢  @ 0!U@Ià  u 6‡BŠ. d ˆ +Á— 96Š ’Š?6ˆ +ÁÊ ‡B ˆ‡B H 9À1 6 Š!Ž6# 9 Q% Š!9Š 9 7 ä—Ä å wK@ {6 J£ ŽJ  auF2®2‘ 9‡: !I JÉŠ¤ŽJ ˆ¥ +Š O K@ ›Š !Š 9J_¥6ˆ u 9‡: 9 O:… ¼  :  B WύÈ#6 KM R 9ȏ§¦ 6J‘IE  6 a¦’@ 7  Š!‡: ’   % + Š 9  à  7¦§ J?KWŠ {¹QºE!#"98:" J)+&;Š"+)%)W¬ J- QŠ 9   Š!‡: 9‚¦’µK@  ‡B—M@Úµ–-pŠ WŠ UŽ ­˜TWƒ %!U¥Ša¬EŠ ‡ O ¢ §§J {K1M: ‡:! ˆ4 0!%£  Š‡B 7! ‘Š {Š Œ¦§ J¦’–Š +R 9 6M£  ‡B {£‡B ‡B 6M J +Š  9Rµˆy  ÏK@ Œ6Áʇ£! %ˆ  ‡B Ol¢  ´ 6  +R!H”9HŠ 91 ˜ ŽŠ ¼ +Š 6 9R J ‡: 9‡: 6M£  ‡B ’ 6 aŠ 9L ŠŒ  6 JLŠ›Š ¥ Œ‹  ‡B WŠBˆ–R ¥u 1 *¤Š O ¢ 6Š !Š 9ˆM: ìJˆhŠ aK# 96‡:! %Š›h +ÂE –M1ÁÊ @ 9¬ 9J£ 61 !Š£ŒŠ 6 J „‡: 9‡: 6M[ 0J||Š79HŠ 9J4Š! ­˜TWƒ %!U[«6ˆ7‹  6‡Ö ŒMµ1  6ËÁ—KHMHÁË!ˆM O ¢  Ï  ‡B L ¼ 9¾# +Š–R –MÖ± !ˆMö 9ˆ‡B HŠ9³I¥ O O ¬ÂE 9J ¶Æ¤ÁÊ% 9 +:6K6 ˆ ¦’%CI#¦’ 9.‡£! % JCIC 6GRµJ h£6ˆ ¥ ‡B hLŠ ŽŠa 619*!  O‹• EÁ šÆ

U   þ  þ›pýhI#G¦§ 9R 9I‘Š 9 ha:6ˆ¬ Ha 6 +ÁÊ ŠˆB 4 6ŒŠˆ +µŠ 9 ˆLJ¼ŒŠ 6ˆ.‡: 9‡: ŒM˜  ‡: 9[J 6R JÉ  ‡rŠ u =ÂE0!wJ!ŠK6 O Å7 I Š 4 ‡B Ž‡B %!6‡½ ŒŠ 9ˆ£Š hƤÁ—%! Š+Š {¦’J¦ÜŠ ˆ˜Š 4Ea¦ J _% 9 !´ ‡B ˜!Jç  !Š 9! ˆ_ŠE 9‡: 9?  6 9 @Jˆ_Š_   91 Š‹ +  ”(yŠ ”‡£! B Ù “ ¢ %U¯!J Ù “ ¢ 6# UB0RJHMy 9 JÛ  :  µ !Š?*!6Š O   –MI’Š ¼ 9©B0!9Mç ­gTWƒ ŠUÛJ @ J”9   –M¯# 0RµˆˆµµJ 6‡B –—M ‡: +Š 6  O Sa  ‡:* 6—M7K# +—¦ 9 :—¦§[  Š‡B w‚9‡:Š 9JBKHMu!  ˆˆ[u( 9 6 0!MHÁ %6 #‹@ !—ML  a 0!%ɬ J˜˜¦’%.Š +Mg Í+ OaÞ –ŠÉ˜š ìÕ ß!ÁÊ  ‡B £( 6ÂEîÁ ‡£¤Š –M Õìì Áʦ§ J@«Š Œd 9 I‰1%¬ J£¥K@ 6§9  9Mu! ÃÑÑ Ü  Š‡B -9 6 9¦’–Š ”šÇ Õ I ì œ Õ ÁÊ  ‡B :(K@ Õ ëEI ììì Á¶¦ 6J#§Š Š!ˆuJ+Š 6M O’¢ { 6{¦W!aKŠ 9J ¦’ ¯.@ !—M´ 9 °¦’%¯J 9# 9J 9JÛ  –M´y  ? H HŠ: ’Š  Í+Šˆ ¬ J @Š   Š!‡: 9d! #  Š Œ¦ 6J O ™aKHRE6MIH–-¦JBK# ’‡B    Jh ¥   # 9–Š 9‹ 9 Jˆ: B  È EÍ+ŠˆE§ HŠ 9HŠa p¬ J{  ‹K@ ”Š 96aJ” Šˆ J!Š Oۅ J JCIWŠ L 9 6 —MyŠ¼6 _(EÁ—Š‡£[ 9 6  u  u 9 ˆ´6‡B –—M  9 ‡B‹9 6 HŠ–M?ŠuK@ Ž›‡:Gæ6 ¦§ 0!Uµ  7 wŒMµ1  6ËÁ—KHMHÁË!ˆM O … ° K À1 9H:¦§ UQI§‰µŠ¬a6š0ÆÑѵa 9 H :g 6 =Á—J+Š´‡B 9ŠEJˆM.¦’–Š Š B  Š‡B 9¦§ 6U¼! Š ­gTWƒ  ŠJˆ‡ O?¢  ŒMEŒŠ 9‡”I-   J   ü‹þ{ þ :I|6Š 6 Ž¦’–Š ä6 ‡: aU1¦’ Jˆ ¥ p 9 a 6 9’› 9 [ +ÂE9 åO?• 1 !MIŠ ¥W  6 ˆ Ž +ÂE9°È IC!a 0Œ0I@a7 *M: ‡B—M O Å{a ¦’É ¿ ˆ ŽßI#  K6?@ !Š› 6 ?   !Š‘I¥ä6 6 9ˆ–Š å I-‡B ‡B Š! ´JJ9  O Å7‘ |Š 9 Ž [‡: ‡B HŠ 9J? ˆ ­gTWƒ¥O ¢  6 u £š ì ߁ 6 9¦’ –Š Ž   IC ˆ??ǤÁÊ 96Š 9 ‹¦’J¦Ð7Š  { + ®6Á—Jg6J ? P ÷a‰Q O ¢  › + ®¥JÉ 6ˆH[9HŠ +µ Ž! u‡:¤ÂE‡h‡r d ›% Š+Š 9 I‘¦’%¼ ÉK# ¼äŒJ‘³  0 6 åO Å7BEd¦§ 6J£K 6U 9£1 „„6  d ‘6%ÇGÁ— +  ‚¦’J¦’d¦’% 6 ’ 0% ‡£¤Š% 9J:!ˆH6‚  P ÷7‰E- @Š  6 6 9d›‡B ‡B ŒM O‚­  ‡:! %  6 # 9 9Ju % Š¤‚Š K# 96‡:!Š% 9w¦’EK@   ‡:6‚6# 9 –¬  w¦’%u 6  K Op¢  E ¦ JW6 ‡B J£ hK@ 7 6  9HBŠ { +Š{Rµ0!K*! 6M O-¢  7   7‡hKˆ ?Š!Š µ 9 ‹ µJ9 {›µ‡hK# 9 ’ w*6K a 61 !Š O ä ƒ  ˆ  å  9 9„  6 B JJ! B 19*! [ˆH6[  › 9 ›Rµ0KEÁ * ŒMI-!ˆH´ ˆ ­gTWƒ¥OÉ¢ 96 ˆ.¦’ °˜Š =µu ¥š ìHÕ ß˜J+Š 6MHÁÊJ 6R 9J_ 61 îÁ !Š¥ §¦ 6J46#1Š 9 –M¼  9J´KHMÏL%J¼ÉŠ :¬ 66Žˆ ŠJ I«Š : 6 ¥ Š! !¥Š[6Šˆ ”(  ¥¥ 9 ˆŠ#¦:š ì O£¿  ¥ÑEšÆ Õ ¦ J„ ŠJ‡BMg6  9 J

 ‡¨hJ+Š ŒMIG¦§ 9R 9I@  [ 6   !Š a¦’¦§ ’!{œ O-¢  ¥‡: !Š:Š! ŠJ‡BMHÁ—6  99 J´J9  6MÉ 91  › 6 £‡B : 9ˆ*! ŽÏŠ  Ž µ !ŠÏ   @H% ‹6Š 9 WÄ?¤’ 0!60I 6 „! ‚›%J?¬ 66‹ˆ Š!J O ÷70RµˆLKŠ JÉŠ„ 19*! CI   ü‹þ{ þ ª 6‡B „„[9 6 94JÏ ‡B‡BŠ  :–Š[±3 0 6 JC³@‡B ‡B ŒMI6ˆB +Â+ŠM?  „Š‡B „ƤÁ—%! Š+Š ’  Š!‡: [ 6  6  9H%!  J¼6 +Š 6 £ ­gTƒ %U O ¶‰µ%E¬‚ ¥Š B ‡Bˆ!MB5%;6>8:"Jy; "%$%!;6/Ï1 ËÁ %ˆ 0K–MLL„šÆÑHœ›@ 9ÚCL  £šÆÑÑB# 9 I@ 4 „; "%$%!; /g =ÂE  R –M”K{¦§  +  ‚ [ 9Š{5%; >8:" O  ¢ -‡B ‡B Š! „w 9£!-a µ 9  #9Àµ ˆa6# 9ˆ!Á  µ !Š. ˆ[. @ ŒRE 9J´ È  OhÞ  ŽŠ u6@ 6Rµ J´!Š u ö

1v

v

v

Õì

  ! !#"%$'&)(% *

72 '&'("+)HI Í I‘š+ÄEÑ O ·š3Ÿ ³`¶y™Z %¹9¢ Þ¢ 6š0ÆÆ ì 4ä6Å{B +Š9ÿu 9  6 H7  « 9—¦§ 6U”! %–Š +Š 6 „¦’–ŠL JJ  ­ ! UR‡BEJ ‘1 6 +%!  å #$%È " Ð@ø ø” 9J JgKHM NO‘ƒ À1 P 0¦’  “ K‡LI÷‹ J! I Ù7N ŠI O šÒÇGÄ@šGœœ O ·šœ¥£ 3´¢²9£9³Ñ·™x¤¦£Z™Pšj #$%" Ó{ø Ôø ÅhûúE " d)=@/ AC>ED!F>GDH× " d; $%"+)%)='®ED¤ í Ð2–ú pIµ J–Š 9JKHM ÞÜO Å O Å76¦§ 6 . N Å … V 6 I P J#ŠI  O Õ ÒÆGÄ Õ ÆÒ O B

IwH

ö

B

B

ö

B

]F

ÕÒ

Õ ¨Zœ`¤¦ÏZÞ/ ßn¢:²9£9³à¾'²9¶¶y™Z Á¢ 6šÆÒѵaûúE"_#!FE@/W>&È&¶"9;+65ýdED2 '*)=º?¶÷{ @ ‚J ƒ G¦¥I Ù 9¦   UQI Ùm  O Õ ¨9¿9š›:¨1 xÄá¢â©ª¢ ŒšÆÑHëH’䊉1Š 9 w 6ˆ‡B Hw4 96Š ËÁÊ !Á—6J„  |  pˆ0    6# 9 %gŒMµ1  6 å I§ ; $ú`”ã ;6/:,."%" &È'®ED )%) $úW!8a¹Cú«A|'®EDHúI@ ˆI B

…ËP I Õ ßHÒÄ Õ ëÇ O

Õ œZ¶ä§¨9™P²9š§% Áå¢ Œ šÆHœѵÉä P +ÂE a!  9 ö6‡B ” Jˆ´%6U1 å I{å_Q&;6>&Ê"—D!'("+) 65˜ø=59!;=8B>&'(!åd;Š$%"+)%)='®ED@I„ 9J J KHM֐ O{• J 6¦§µEJ؍ÈÅ70!J ‡B!I P J#ŠI

 O šGëEš+Ä Õ šÒ O

Õ œZ¶ä§¨9™P²9š§% Á¢½  Õ ¿9š§2 "9»'(" ŽP2 d;Š$%"+)%) úI «±ì`ì;+'®ED:>@/ðÐ"9; ñŠ>@/ W"9;59!;+8B>#$%"HPI è‘IÒHœ¤ß¤ÄEÒÆš O ضy¿Z¤ ¨9ÏZœ/ ñÖk¢Q¹9¢ 6šÆÑEš!çäŒVd 69 É  ¼ 9ˆ  H ÿ~Š Û6Mµ%ˆMÐ ˆ HM å Iyø=Q&¶"9;6>1$ &È'®»! " d;Š$%"+)%) "+):'® "Š>H/'®ED#I- 9J JKHM_Å O3­´OP 9 ˆJ J” O Å O Vw 9 6  + Š P ¦’ 6 9 Ž“ 6K‡ Å76 µ O IQ÷{6J !I Ù{N %I O Òš+ĵÑß O ¾'™Pš§3êq ÝÞ¢TÖk¢æ 1IJ9³`Ÿ £ ¹9¢/²9£9³ÂIJ9š3òP¶¿Z¤y /Äá¢G¹9¢ 6š0ÆÑHë1uä ¢  uSa –%£ 6 4J 9R EÁ ‡B H’6Mµ6 ‡×  6# 9 %˜ŒMµ1  6‹  ‡lŠ +µ å 2C>@/Ç;6>'®)_#$9'("9#$%"+)PI ô‘IQÒÑÆGÄœ¤ß ì O ¾'¿9£Z£9ŸÀ›1$9ºH'®#"+) Ž Å ûúE"%!;='("+)%íC,.0/1" 23)

> @/ ¹H¹@2 '($Š>&'(!)HIµ JŠ 9J£KHM£ OµT !–M›J OT   {(“6 9Rµ 9 %ï Ù  6 EÁË÷‹J‘I Å7‡B6 6J‡?%I O š Õ œ0Ä@š0ßš O É/¿Z›&È'(! ¶ý _| øŠýýdý L!;+ó0)=ºE+¹ ! _¹"%"%$9 º _2Cþ[" & §!;=ó0)-59!„ ; _¹"%"%$9º>@/µÐÃ'*)='(!pI JŠ 9JK1M ƒ„O²NO­ ‡B‡B ›¶‡: JL÷{(I P J#%I O Õ ß ì Ä Õ ÒHœ O Á› Õ ¿9¶¶œ`›¯!59`ú _¹"%"%$9ºÉ!8›8›Fµ'¸ $Š>&'(!É>@/ÏûQ"%$9ºH#2–%D!2þ[" & §!;+ó0)«59!Ý ; _¹"%"%$9ºu>@/ÈБ'*)='(!wI1 9J JBK1M ƒ¥O²NO1­ ‡B‡: Ê‡:LJ”÷7¶I P J#ŠI O ÕÕ œÄ Õ ÇÆ O Ö¿`×™x¶y¨9²9š§% P¡)¢TÊ¢½ x¾'Ÿ £9§3œZ£1 3ر¢GÊv¢²Z£9³á© Ÿ ¶y¶yŸ ²`\¤ xÖk¢Q¹9¢ 6š0ÆÑÒµä P 0 6ˆ{1 ËÁ | 9 9 91Š!Š[KHM” 6 7 !ˆH!Š å I@È  >; >2®2–" 2 “ '*)+&;='(ñ9F&¶"Ša / d; $%"+)%)='®ED}Å ý‚·+¹@2–!;6>&È'(!)d'®B&ȺE",”'($9;Š¤)+&;=F$ &Fµ;Š"{65a%D!'&'(!íÐ2–ú |I! 9J J4KHMŽS O “ O¤ƒ ‡B –Á  ŒÉJ NO²P-O[­  *Jè T J  6J T EUµŠï ­˜…—¢ Vd 6 6 IBW‡hK Jˆ I ­ ńŠI  O ÇšÑGĵÇÒ Õ O Ã9¹@&¶"9; )%) $úÃ!8a¹Cú A|'®EDHúIV I … %!MIÇHëÄµß Õ O Ã:™PŸ ³`™P£Z˜:™Pšë/ Áå¢ Ãž¢Æ²9£9³ Á› Õ ¶™P¶y¶y²9£Z³1 ®¹9¢TÉ¢ ŒšÆÑÆ1¼ä6ÅÎJ6 KŠ 9J‘I‹J 9R EÁ ‡B H%‹‡BEJ 9{! [¦ 6Jö 9 ˆŠ !Jö‡Bˆ å × I )=2|6 5 )=!) " ¸ Nj>!) "Š/ "Š>!) !'®ED ”!;=ó0)=ºE+¹pIQ  6¦! T 0!%‘I ¿‚P Iß ì ÒGÄ1ßšÇ O Ã:§šœ`˜:™Pš1$9ºH'®#"+) . Å ûúE"%!;='("+)%íW,.0/1" 23)u>@/ ¹H¹@2 '¸ B

$Š>&'(!)HI JŠ 9J˜KHM˜ OQT M?!Jg O#T 9  ŽÈ“d +RE Šï Ù  ŒŠEÁ—÷{*J‘IÅ7‡B6 ËÁ J‡?%I O š0ÑÇGÄ@šÆë O Ã:¿9¶¶yŸ=é²9£1 kÄá¢T´¢T¾±¢²9£9³ ¡²Z\òP™Pšj aÖk¢Gï ¢ ŒšÆÆÇ1°ä Ù R 9–Áʦ§ 6JÝ 61 !Š‘ÿy  6 ËÁ—ˆ!ˆ [6 JM å I _¹"%"%$9ºÉ!8›8›Fµ'($Š>&È'(!pI° Í Ißßš=ĵß1ë Õ O I §; $ú  ²9£ Õ œ`Ÿ ¶y™Z %·¢ ŒšÆÆ ì 4ä … J+Š–R „ 0! ˆ› pˆ Š ‡B +Á¶Š!ÁÊ 9‡: [ 6 9 å x ø=Q&¶ú‚!59:ú _¹!ó!"9AC>EDH:ú §; $%"+)%) ú Èø!ž _9A  ¸  0 í Ð2–ú ”‚I ž K# !I N !‘IœÒHëÄEœÒÑ O  ²9£ ³`™P£ ·Ûœ`¤ ›ED!F>GDH"›Ê™{µ  J • –R ËÁ  –—M?V 9  I#™{µ  JCI •7ž  O © œ`¶ +  %¹Z¢=ر¢ 6š0ÆÑßEŽä … J+ŠR Ž 0 6ˆh p @ ˆ¤ÁÊŠ¤Á— ‡B 7 6 9 å Iû"%$9ºH'($Š>2 "Œ¹!;+& •” wI …ËTW­t•7ž ‰E9 91 ¬Ž 91 !I Þ % 96Š 9 I •7ž›O nD

H

K

B

B

ö

ö

žF

I

Çì

Suggest Documents

Connectionist Models of Reading: Incorporating

Connectionist Models of Reading: Incorporating
Read more
CONNECTIONIST MODELS OF CONDITIONING: A TUTORIAL Models ...

CONNECTIONIST MODELS OF CONDITIONING: A TUTORIAL Models ...
Read more
Models of Inclusion Support

Models of Inclusion Support
Read more
Connectionist models of development, developmental disorders and ...

Connectionist models of development, developmental disorders and ...
Read more
Connectionist Models of Speech Processing - Semantic Scholar

Connectionist Models of Speech Processing - Semantic Scholar
Read more
Statistical vs. Connectionist Models of Bebop Improvisation

Statistical vs. Connectionist Models of Bebop Improvisation
Read more
Connectionist models of cognitive development: where next?

Connectionist models of cognitive development: where next?
Read more
Connectionist Models of Language Other References ... - CiteSeerX

Connectionist Models of Language Other References ... - CiteSeerX
Read more
Connectionist Models of Development - Stanford University

Connectionist Models of Development - Stanford University
Read more
Connectionist Models of Memory - Bryan Burnham.net

Connectionist Models of Memory - Bryan Burnham.net
Read more
Connectionist models of development, developmental disorders and ...

Connectionist models of development, developmental disorders and ...
Read more
Connectionist Approaches to the Use of Markov Models for Speech ...

Connectionist Approaches to the Use of Markov Models for Speech ...
Read more
A Study of the Connectionist Models for Software ... - ScienceDirect

A Study of the Connectionist Models for Software ... - ScienceDirect
Read more
On early stages of learning in connectionist models with feedback ...

On early stages of learning in connectionist models with feedback ...
Read more
OXlearn: a new MATLAB based simulation tool for connectionist models

OXlearn: a new MATLAB based simulation tool for connectionist models
Read more
CONNECTIONIST FEATURE EXTRACTION FOR

CONNECTIONIST FEATURE EXTRACTION FOR
Read more
Connectionist Models of Cognition The Advent of Connectionism ...

Connectionist Models of Cognition The Advent of Connectionism ...
Read more
Monotony based inclusion detection in EIT for realistic electrode models

Monotony based inclusion detection in EIT for realistic electrode models
Read more
Connectionist Models of Language Production: Lexical Access and ...

Connectionist Models of Language Production: Lexical Access and ...
Read more
Can connectionist models of phonology assembly ... - Springer Link

Can connectionist models of phonology assembly ... - Springer Link
Read more
Connectionist Models of Language Production ... - Wiley Online Library

Connectionist Models of Language Production ... - Wiley Online Library
Read more
Chapter 3 - Models of Helping

Chapter 3 - Models of Helping
Read more
Connectionist Rules of Language

Connectionist Rules of Language
Read more
Inclusion of Price Dependent Load Models in the ... - Semantic Scholar

Inclusion of Price Dependent Load Models in the ... - Semantic Scholar
Read more