diff --git a/src/backends/neon/test/NeonFallbackTests.cpp b/src/backends/neon/test/NeonFallbackTests.cpp
index 8e0e0ab..40df2dc 100644
--- a/src/backends/neon/test/NeonFallbackTests.cpp
+++ b/src/backends/neon/test/NeonFallbackTests.cpp
@@ -1,5 +1,5 @@
 //
-// Copyright © 2020 Arm Ltd and Contributors. All rights reserved.
+// Copyright © 2020-2023 Arm Ltd and Contributors. All rights reserved.
 // SPDX-License-Identifier: MIT
 //
 
@@ -38,8 +38,8 @@
     IConnectableLayer* input0 = net->AddInputLayer(0, "input0");
     IConnectableLayer* input1 = net->AddInputLayer(1, "input1");
     IConnectableLayer* input2 = net->AddInputLayer(2, "input2");
-    IConnectableLayer* add = net->AddAdditionLayer("add");
-    IConnectableLayer* sub = net->AddSubtractionLayer("sub");
+    IConnectableLayer* add = net->AddElementwiseBinaryLayer(BinaryOperation::Add, "add");
+    IConnectableLayer* sub = net->AddElementwiseBinaryLayer(BinaryOperation::Sub, "sub");
     IConnectableLayer* output = net->AddOutputLayer(0, "output");
 
     input0->GetOutputSlot(0).Connect(add->GetInputSlot(0));
@@ -183,7 +183,7 @@
 
     IConnectableLayer* input0 = net->AddInputLayer(0, "input0");
     IConnectableLayer* input1 = net->AddInputLayer(1, "input1");
-    IConnectableLayer* add = net->AddAdditionLayer("add");
+    IConnectableLayer* add = net->AddElementwiseBinaryLayer(BinaryOperation::Add, "add");
     IConnectableLayer* pooling = net->AddPooling2dLayer(desc, "pooling");
     IConnectableLayer* output = net->AddOutputLayer(0, "output");
 
@@ -318,8 +318,8 @@
     IConnectableLayer* input0 = net->AddInputLayer(0, "input0");
     IConnectableLayer* input1 = net->AddInputLayer(1, "input1");
     IConnectableLayer* input2 = net->AddInputLayer(2, "input2");
-    IConnectableLayer* sub = net->AddSubtractionLayer("sub");
-    IConnectableLayer* add = net->AddAdditionLayer("add");
+    IConnectableLayer* sub = net->AddElementwiseBinaryLayer(BinaryOperation::Sub, "sub");
+    IConnectableLayer* add = net->AddElementwiseBinaryLayer(BinaryOperation::Add, "add");
     IConnectableLayer* output = net->AddOutputLayer(0, "output");
 
     input0->GetOutputSlot(0).Connect(sub->GetInputSlot(0));
@@ -465,7 +465,7 @@
     IConnectableLayer* input0 = net->AddInputLayer(0, "input0");
     IConnectableLayer* input1 = net->AddInputLayer(1, "input1");
     IConnectableLayer* pooling = net->AddPooling2dLayer(desc, "pooling");
-    IConnectableLayer* add = net->AddAdditionLayer("add");
+    IConnectableLayer* add = net->AddElementwiseBinaryLayer(BinaryOperation::Add, "add");
     IConnectableLayer* output = net->AddOutputLayer(0, "output");
 
     input0->GetOutputSlot(0).Connect(pooling->GetInputSlot(0));
@@ -599,8 +599,8 @@
     IConnectableLayer* input0 = net->AddInputLayer(0, "input0");
     IConnectableLayer* input1 = net->AddInputLayer(1, "input1");
     IConnectableLayer* input2 = net->AddInputLayer(2, "input2");
-    IConnectableLayer* sub = net->AddSubtractionLayer("sub");
-    IConnectableLayer* add = net->AddAdditionLayer("add");
+    IConnectableLayer* sub = net->AddElementwiseBinaryLayer(BinaryOperation::Sub, "sub");
+    IConnectableLayer* add = net->AddElementwiseBinaryLayer(BinaryOperation::Add, "add");
     IConnectableLayer* output = net->AddOutputLayer(0, "output");
 
     input0->GetOutputSlot(0).Connect(sub->GetInputSlot(0));
@@ -725,8 +725,8 @@
     IConnectableLayer* input0 = net->AddInputLayer(0, "input0");
     IConnectableLayer* input1 = net->AddInputLayer(1, "input1");
     IConnectableLayer* input2 = net->AddInputLayer(2, "input2");
-    IConnectableLayer* add = net->AddAdditionLayer("add");
-    IConnectableLayer* sub = net->AddSubtractionLayer("sub");
+    IConnectableLayer* add = net->AddElementwiseBinaryLayer(BinaryOperation::Add, "add");
+    IConnectableLayer* sub = net->AddElementwiseBinaryLayer(BinaryOperation::Sub, "sub");
     IConnectableLayer* output = net->AddOutputLayer(0, "output");
 
     input0->GetOutputSlot(0).Connect(add->GetInputSlot(0));
@@ -878,8 +878,8 @@
     IConnectableLayer* input0 = net->AddInputLayer(0, "input0");
     IConnectableLayer* input1 = net->AddInputLayer(1, "input1");
     IConnectableLayer* input2 = net->AddInputLayer(2, "input2");
-    IConnectableLayer* add = net->AddAdditionLayer("add");
-    IConnectableLayer* sub = net->AddSubtractionLayer("sub");
+    IConnectableLayer* add = net->AddElementwiseBinaryLayer(BinaryOperation::Add, "add");
+    IConnectableLayer* sub = net->AddElementwiseBinaryLayer(BinaryOperation::Sub, "sub");
     IConnectableLayer* output = net->AddOutputLayer(0, "output");
 
     input0->GetOutputSlot(0).Connect(add->GetInputSlot(0));
@@ -1013,8 +1013,8 @@
     IConnectableLayer* input0 = net->AddInputLayer(0, "input0");
     IConnectableLayer* input1 = net->AddInputLayer(1, "input1");
     IConnectableLayer* input2 = net->AddInputLayer(2, "input2");
-    IConnectableLayer* add = net->AddAdditionLayer("add");
-    IConnectableLayer* sub = net->AddSubtractionLayer("sub");
+    IConnectableLayer* add = net->AddElementwiseBinaryLayer(BinaryOperation::Add, "add");
+    IConnectableLayer* sub = net->AddElementwiseBinaryLayer(BinaryOperation::Sub, "sub");
     IConnectableLayer* pooling = net->AddPooling2dLayer(desc, "pooling");
     IConnectableLayer* output = net->AddOutputLayer(0, "output");
 
@@ -1177,8 +1177,8 @@
     IConnectableLayer* input0 = net->AddInputLayer(0, "input0");
     IConnectableLayer* input1 = net->AddInputLayer(1, "input1");
     IConnectableLayer* input2 = net->AddInputLayer(2, "input2");
-    IConnectableLayer* add = net->AddAdditionLayer("add");
-    IConnectableLayer* sub = net->AddSubtractionLayer("sub");
+    IConnectableLayer* add = net->AddElementwiseBinaryLayer(BinaryOperation::Add, "add");
+    IConnectableLayer* sub = net->AddElementwiseBinaryLayer(BinaryOperation::Sub, "sub");
     IConnectableLayer* pooling = net->AddPooling2dLayer(desc, "pooling");
     IConnectableLayer* output = net->AddOutputLayer(0, "output");