From 0c8a739de212d24483c7c13f2caf08762983809e Mon Sep 17 00:00:00 2001
From: Himanshu Singh <145570505+himanshuvnm@users.noreply.github.com>
Date: Sun, 10 Mar 2024 06:57:10 -0400
Subject: [PATCH] Neural Net Layer of GGRBF

---
 Neural Net Layer of GGRBF | 30 +++++++++++++++++++++++++++++-
 1 file changed, 29 insertions(+), 1 deletion(-)

diff --git a/Neural Net Layer of GGRBF b/Neural Net Layer of GGRBF
index 8b13789..bd86456 100644
--- a/Neural Net Layer of GGRBF	
+++ b/Neural Net Layer of GGRBF	
@@ -1 +1,29 @@
-
+classdef ggrbf < nnet.layer.Layer
+    % Custom GGRBF layer.
+   
+    properties (Learnable)
+        % Layer learnable parameters.
+        % Scaling coefficients.
+        Alpha
+        Beta
+    end
+   
+    methods
+        function layer = ggrbf(numChannels, name)
+            
+           
+            % Set layer name.
+            layer.Name = name;
+           
+            
+            % Initialize scaling coefficient.
+            layer.Alpha = rand([1 1 numChannels]);
+            layer.Beta = rand([1 1 numChannels]);
+        end
+       
+        function Z = predict(layer, X)
+        % Z = predict(layer, X) forwards the input data X through the layer and outputs the result Z.
+            Z=exp(-(layer.Alpha).^(-2).*X.*X).*exp(exp(-(layer.Beta).^(-2).*X.*X)-1);
+        end
+    end
+end