From fff35116eed83c9368e8bd07d02c9e95c447e018 Mon Sep 17 00:00:00 2001
From: jvech <jmvalenciae@unal.edu.co>
Date: Tue, 8 Aug 2023 08:55:34 -0500
Subject: add: activation and cost functions added

Training function were fixed and new activation and cost function were
implemented
---
 doc/main.tex | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

(limited to 'doc/main.tex')

diff --git a/doc/main.tex b/doc/main.tex
index 00028f9..d8f90c3 100644
--- a/doc/main.tex
+++ b/doc/main.tex
@@ -43,9 +43,10 @@
     \pdv{\xi}{\omega^l_{ij}} = & \delta_j^l \pdv{z_j^l}{\omega_{ij}} \\
     \delta_j^l = & \pdv{\xi}{z_j^l} \\ 
     \pdv{z_j^l}{\omega_{ij}} = & a_i^{l-1} \\ 
+    \pdv{\xi}{\omega_{ij}} = & \delta^l_{j} a_i^{l-1} \\ 
 \end{eqnarray}
 
-Output Layer
+Output Layer 
 
 \begin{eqnarray}
     \delta_j^L =& \pdv{\xi}{z_j^L} = \pdv{\xi}{a_j^L} \pdv{a_j^L}{z_j^L}\\
-- 
cgit v1.2.3-70-g09d2

