From dd99aecab6dcd00ded22531d958c74f4749082ea Mon Sep 17 00:00:00 2001 From: Dmitri Soshnikov Date: Mon, 27 Sep 2021 11:46:39 +0300 Subject: [PATCH] Fix the formula --- 3-NeuralNetworks/03-Perceptron/README.md | 3 ++- .../03-Perceptron/images/activation-func.png | Bin 0 -> 6289 bytes 2 files changed, 2 insertions(+), 1 deletion(-) create mode 100644 3-NeuralNetworks/03-Perceptron/images/activation-func.png diff --git a/3-NeuralNetworks/03-Perceptron/README.md b/3-NeuralNetworks/03-Perceptron/README.md index f9ea8dc9..f2d304b8 100644 --- a/3-NeuralNetworks/03-Perceptron/README.md +++ b/3-NeuralNetworks/03-Perceptron/README.md @@ -18,7 +18,8 @@ y(x) = f(wTx) where f is a step activation function -f(x) = \begin{cases} +1 & x \geq 0 \\ -1 & x < 0 \end{cases} \\ + + ## Training the Perceptron diff --git a/3-NeuralNetworks/03-Perceptron/images/activation-func.png b/3-NeuralNetworks/03-Perceptron/images/activation-func.png new file mode 100644 index 0000000000000000000000000000000000000000..4d122b83e93bc3ddd0c5cbfa4e61ba0b98571293 GIT binary patch literal 6289 zcmZ`+RZtwzk{xuA;0X{Wz@Why27(87cMb0D?he6SgS)#!5a z?C-dYqV`77m>f?0OP__NR{fWC=$h8Xet_4p?BsVQc+%F@Wn< z0mKc-xzQ?xm@NVF`R{U2zpeAPBi4p2ud@)N#s}fb1*Z!kuLhx@1=r)gFBFC*;1^>b z2ua|A8pA(;xkf-3!6F5gbm*gj&IR9;@YFEWh24}0V3@Ahoro);s09(z+#EZTO?LKWeL?Gs|jfpx|$B!w{#`!1n9-ti?tQi6-4|_-uEDW6CPw_G!B`} z0Ly(aXD=moA)XEIhX)jQK5SVTxx|W0BDUFDEm{!^2@8xExrGWFN}Nj0bUP{RDSRo~ zPTlR{+?xDyzEz$rcRUx$7d+@$p#`B4VufN2Vod|`QC19TmBMcM5=vJU!{wS41RSBI zGFvlu&EJ|)mp&~~lZsmW_JVPH<2_lx0eaNZsT^sr^zpRnv~DoHDfkT*YJB1kI-?x( z7>Ixjy_8ciWyy_Hiwu_ZgzT8~vW%n*kxZL3j%+}R(J1%Gz}Rv6L5de;bkbbfb<#xA zXG$M=ca1m}3;N-7#uPs0TPd=%`Lx@#HKqW$UITvxVdbCF6ygOc8GWnZ{dv;Y2Bnoys}{NYMDUY&l$Aog__?LY!gZ57g{{kgnu(= zwPz*R)tmIMdI=?>Yu?qlX&u#aR@)Vl7U|XaNdo_}%|*@eRI|5Z^o;td&s4(Ii#n-a z|5K@b^l3Yp=#)IGVx8()YHyZ*{j>j*z|#~eEh;+d>#VRU!db$-!dJorKvtlO*vi<` zI@&t-FFkf{^M~_8yhDjYk}>2N({lgh-LqjCzR*wX?=o7mCNnBB!?NZwVjB-^72Vk$ z!g-edP5NfvdtKoWmJ%KimN7p!{%MJ6vu(}M@7E#dC^ec0P5r8#q5ds(I?IaG+V78! zWsxm`xvIm}xW*i3U+Zu8uSJ7VTRGd^jqLRV3oXkNF3jz^?dd0YJ|7=M9uR<)A$g*y z{i>4hhAoE)B@>gQX3fjSCM_*A_nsz;_)*C6<_8EmGCFLX4%}!u;O!b60xq-e1nq8J z{iiIaz<NSmJbm4J;{Llxt@*us-FX{`#in8)qOtSa>6FBPp=B@ZDCe7UVAos zx|&vwfUXT|Bnq95!q#mND$G)|Q&&-E^N@ zf1M~SD;|T7BiAl;bA|P-R+qma@O53iyKLK2Ja%51Qvqv$>4;bCI=XIve{dQE-yCcA zlsQlB^+opSild6}h(`}TZt4n>JZoKS&8(L9Akmc4NZuIT(42r49hzRmD#WZ54h9fz zkx0$P8~YmDfLvtV+V)@ceIgy{wi4?5Y6`1VYMc#rjMe4l99#6)XSMGpFBBk_Ct8fI^(=!;g=>ECYi&zTz6csr-A2+3gy;@@{8Gv;;lY{)sNoU z<5^i*JK3^2>uE7*naLC%&z@~xTr{ifZS+7zHT!S5Q=JY6Sqr|$jph!2^~J zYkM)j)O`p%5E>?J;?wh(ICICTec#P(%I><8`_yxE>vijZQ%6en;R56ZA%QaZ;$9fS zjr#iMEZpOVPKl`QM*&Fqq_l!RfkS~zK1yFr+bVhUrSTuZR;D4SLudfzVHfLr8MVJzL zlU?N1UX2sjL`p>-0Pv;-00Kh+0Ql=u;64E01_1yL4FLe&3;=-0F{e|R|Fr;7l2a3Z zd3o8~*s!&>*4NcNKR<`Eux6yC`*?X#k%L>CTgpmG2l@xTMn(#K7EqLvpPiXun(irm z)glUVlYER!CACmnkB&(qHhMQhiWt; z_YYUs6AA|^W-k}Mw`WrX8;_wEM*(?)g!@xd@h?XEdwYoioPU0er&oOnIDs^o?B7nk znEJ!7$JYc~ZZ5HzX!{-D$jiq#n5ffEhb_VK}y!@=Qs10*JWFp}w_TW}!SLq1KCSj0NK`Mk@`#7k_b-}~76u=Pox}VxY3)oZz96^wv<@=&_wutsTnzPRA&B^b*~#0HKSOpy4tmtqaJoMGHuGh zs&a6KI{WcZBEQ>jPJd40T7Q?Mep$3M#PSD3?SFq7ccY67QSvco1l#WopCw^3i zbZzr!AdYh>a+_|Re!(=n5{%xR<3}h$&`0tdVvCKH^X6=^OT8dM zenwaTSFl@st!^~U0rPC$s|MnYiUB39mlP}!QNR&$i@pu6i}oKI!M(CKEW@27_e-T8 zXbeOg&q|ms=(qy_SAismYQToCD@t1s>%! zADK-3QA!>Al7GK8nw2z5Zj>uwA_pm*Iu(=c3HMa6QK5N^O*8}uVa5#t-WwTJnX+?l zE-~*^0grx+p$7(|YVX8gWjILENo5&KBM2k}ZFHBzbLu5VATchm99?Vu(!$TI^z?Cx!wC9!I!6eOybO{-OTisJ&}{ctb~y z!it2DKi7xOQjG?hMv2|jqA8qf-_Bo;Z$fdE7S)BzcDfzR3*qR#7xz~WT}#PV z+6k_XCLuP*4r4BF8b7*Z`DENWut{O&49k~PT0HJ1TEn}m*o?Me-1OgPo8&Ce*cnYb z$`6VJN+t)+S`FiR!_#E#0lp0dFf{56Ykh7J;9?~5HBjVXer4ttzNzS5?Er0$OT~|4 z{4au5!LD4$s0Hht0-3gM74l2rm^Mxg)D0XwdK(@qfAG311=zL~)!WyUMB(sxOcZ_E zAK0!Cy{#EDH7((gqVs7?xGjkvdk^S@ zWCe9bXk3*1*sLk?_++J)-6h*qzM5go>69Q*y3oUz;&tlMroOj<6{q zdOmgWOw~Y_*g^ef24usa_e$SpUS!7ciCW%Nh z%oMs#K#nXXWkG6wny!iO<#}(p|K;f$NHPEm{mycD&s|b*Va!sglpuP$KFq_g!4_^<5N8lH#(EIX%mX3~XcFjo{eiNBE8Q?66wUt&pYrnt|W zj-}veB3leBHm{F*7K5}m9N+(m__8e3)e8IA-(4V zeOwOfVu3pQaI2$D?70k5>)mZ40;m%?4f#G3E(lV;Rna4w3H`!(5w64PclLSL75yq{ z9zNF*Pora9xak3maZN>uGCZKZEt(f7+2SiT1ZE4x2%Hd^t?`w-$sfD)O1XQLwR|j+3dY3Y;sp-dWyZfSui)g4494@zdCI!TGph?04b@z3O49Kxvm*UhCO%}5ywmANd% zMoHqwbW=3xBF$>bLG_v7j3Kh`den=u=;e{6tiZH&F`v$ z%8NZ#cr>N{JUBqT8aU&7ML$Oavmh(R3$%$qrHb6$RxPw>?_DY_*lM6_4(jE(SM#~G z{OYC_dRrl+LzPEXXIFe7uTnzU9qEdvlR7Gx$FM7@VT&W$e{6e6HOQJr3njQ70uNA` zaRKuZIWMg?;e8-9KFlDFT*WB=_$`WzEF`PXh!b3Sg}j(|kKHL#QI@qlSd(Q?f#O)l9~gjnPQg)-dhF@9qK2fRr~|rVNOx->&`~w zDz4>fYUFChYvOG73IHes%Ek=gVTN+4LAZH2puA8nMhJu#0tw6O_5EK0I|oxMbFcqj z0P92j@hZUk?+%Wp=Dezo4z8jOwhqqB5CG%k1)kRbU1S3=PO#4z~30Mt3{^Z)<= literal 0 HcmV?d00001