diff --git a/src/armnnCaffeParser/CaffeSupport.md b/src/armnnCaffeParser/CaffeSupport.md
index 9e4f1fa..5d99893 100644
--- a/src/armnnCaffeParser/CaffeSupport.md
+++ b/src/armnnCaffeParser/CaffeSupport.md
@@ -1,4 +1,4 @@
-#Caffe layers supported by the Arm NN SDK
+# Caffe layers supported by the Arm NN SDK
 This reference guide provides a list of Caffe layers the Arm NN SDK currently supports.
 
 Although some other neural networks might work, Arm tests the Arm NN SDK with Caffe implementations of the following neural networks: 
diff --git a/src/armnnCaffeParser/README.md b/src/armnnCaffeParser/README.md
index 89f0a3f..63e856d 100644
--- a/src/armnnCaffeParser/README.md
+++ b/src/armnnCaffeParser/README.md
@@ -1,4 +1,4 @@
-#Arm NN Caffe parser
+# Arm NN Caffe parser
 
 `armnnCaffeParser` is a library for loading neural networks defined in Caffe protobuf files into the Arm NN runtime.
 
diff --git a/src/armnnSerializer/SerializerSupport.md b/src/armnnSerializer/SerializerSupport.md
index 8ba164c..f8d8655 100644
--- a/src/armnnSerializer/SerializerSupport.md
+++ b/src/armnnSerializer/SerializerSupport.md
@@ -45,7 +45,6 @@
 * QuantizedLstm
 * Reshape
 * Resize
-* ResizeBilinear
 * Slice
 * Softmax
 * SpaceToBatchNd
@@ -56,6 +55,7 @@
 * StridedSlice
 * Subtraction
 * Switch
+* Transpose
 * TransposeConvolution2d
 
 More machine learning layers will be supported in future releases.
@@ -64,10 +64,10 @@
 
 Some layers have been deprecated and replaced by others layers. In order to maintain backward compatibility, serializations of these deprecated layers will deserialize to the layers that have replaced them, as follows:
 
-* Equal will deserialize as Comparison
-* Merger will deserialize as Concat
-* Greater will deserialize as Comparison
-* ResizeBilinear will deserialize as Resize
 * Abs will deserialize as ElementwiseUnary
+* Equal will deserialize as Comparison
+* Greater will deserialize as Comparison
+* Merger will deserialize as Concat
+* ResizeBilinear will deserialize as Resize
 * Rsqrt will deserialize as ElementwiseUnary
 
diff --git a/src/armnnTfLiteParser/TensorFlowLiteSupport.md b/src/armnnTfLiteParser/TensorFlowLiteSupport.md
index 22023f1..88db0f0 100644
--- a/src/armnnTfLiteParser/TensorFlowLiteSupport.md
+++ b/src/armnnTfLiteParser/TensorFlowLiteSupport.md
@@ -20,6 +20,8 @@
 
 * DEQUANTIZE
 
+* EXP
+
 * FULLY_CONNECTED, Supported Fused Activation: RELU , RELU6 , TANH, NONE
 
 * LOGISTIC
@@ -60,6 +62,8 @@
 
 * SPLIT
 
+* SPLIT_V
+
 * SQUEEZE
 
 * STRIDED_SLICE
diff --git a/src/armnnTfParser/TensorFlowSupport.md b/src/armnnTfParser/TensorFlowSupport.md
index 68c7209..65839e2 100644
--- a/src/armnnTfParser/TensorFlowSupport.md
+++ b/src/armnnTfParser/TensorFlowSupport.md
@@ -78,6 +78,10 @@
 
 See the TensorFlow [tanh documentation](https://www.tensorflow.org/api_docs/python/tf/tanh) for more information.
 
+**transpose**
+
+See the TensorFlow [transpose documentation](https://www.tensorflow.org/api_docs/python/tf/transpose) for more information.
+
 ## Partially supported
 
 **add**