diff --git a/src/armnn/layers/ElementwiseUnaryLayer.cpp b/src/armnn/layers/ElementwiseUnaryLayer.cpp
index 74fa16e..8c94106 100644
--- a/src/armnn/layers/ElementwiseUnaryLayer.cpp
+++ b/src/armnn/layers/ElementwiseUnaryLayer.cpp
@@ -24,6 +24,11 @@
 {
     ElementwiseUnaryQueueDescriptor descriptor;
 
+    if (descriptor.m_Parameters.m_Operation == UnaryOperation::LogicalNot)
+    {
+        return factory.CreateLogicalUnary(descriptor, PrepInfoAndDesc(descriptor));
+    }
+
     return factory.CreateElementwiseUnary(descriptor, PrepInfoAndDesc(descriptor));
 }
 
diff --git a/src/backends/backendsCommon/WorkloadData.cpp b/src/backends/backendsCommon/WorkloadData.cpp
index 676559c..530dc48 100644
--- a/src/backends/backendsCommon/WorkloadData.cpp
+++ b/src/backends/backendsCommon/WorkloadData.cpp
@@ -1675,7 +1675,8 @@
         DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16,
-        DataType::Signed32
+        DataType::Signed32,
+        DataType::Boolean
     };
 
     ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
diff --git a/src/backends/backendsCommon/WorkloadFactoryBase.hpp b/src/backends/backendsCommon/WorkloadFactoryBase.hpp
index bfdb5e9..2952023 100644
--- a/src/backends/backendsCommon/WorkloadFactoryBase.hpp
+++ b/src/backends/backendsCommon/WorkloadFactoryBase.hpp
@@ -119,6 +119,10 @@
             RsqrtQueueDescriptor rsqrtDescriptor;
             return CreateRsqrt(rsqrtDescriptor, info);
         }
+        else if (descriptor.m_Parameters.m_Operation == UnaryOperation::LogicalNot)
+        {
+            return CreateLogicalUnary(descriptor, info);
+        }
         return nullptr;
     }
 
diff --git a/src/backends/backendsCommon/test/layerTests/ReshapeTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ReshapeTestImpl.cpp
index d233e89..fbedb94 100644
--- a/src/backends/backendsCommon/test/layerTests/ReshapeTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ReshapeTestImpl.cpp
@@ -170,6 +170,30 @@
         workloadFactory, memoryManager, tensorHandleFactory, inputTensorInfo, outputTensorInfo, input, outputExpected);
 }
 
+LayerTestResult<uint8_t, 2> ReshapeBooleanTest(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+    const armnn::ITensorHandleFactory& tensorHandleFactory)
+{
+    armnn::TensorInfo inputTensorInfo;
+    armnn::TensorInfo outputTensorInfo;
+
+    unsigned int inputShape[] = { 1, 4 };
+    unsigned int outputShape[] = { 2, 2 };
+
+    inputTensorInfo = armnn::TensorInfo(2, inputShape, armnn::DataType::Boolean);
+    inputTensorInfo.SetQuantizationScale(1.0f);
+    outputTensorInfo = armnn::TensorInfo(2, outputShape, armnn::DataType::Boolean);
+    outputTensorInfo.SetQuantizationScale(1.0f);
+
+    const std::vector<uint8_t> input = { true, false, false, true };
+
+    const std::vector<uint8_t> outputExpected = { true, false, false, true };
+
+    return SimpleReshapeTestImpl<uint8_t, 2>(
+        workloadFactory, memoryManager, tensorHandleFactory, inputTensorInfo, outputTensorInfo, input, outputExpected);
+}
+
 //
 // Explicit template specializations
 //
diff --git a/src/backends/backendsCommon/test/layerTests/ReshapeTestImpl.hpp b/src/backends/backendsCommon/test/layerTests/ReshapeTestImpl.hpp
index 661702b..a29a965 100644
--- a/src/backends/backendsCommon/test/layerTests/ReshapeTestImpl.hpp
+++ b/src/backends/backendsCommon/test/layerTests/ReshapeTestImpl.hpp
@@ -23,3 +23,8 @@
     armnn::IWorkloadFactory& workloadFactory,
     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
     const armnn::ITensorHandleFactory& tensorHandleFactory);
+
+LayerTestResult<uint8_t, 2> ReshapeBooleanTest(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+    const armnn::ITensorHandleFactory& tensorHandleFactory);
diff --git a/src/backends/cl/test/ClLayerTests.cpp b/src/backends/cl/test/ClLayerTests.cpp
index 0d87b74..1865bdd 100644
--- a/src/backends/cl/test/ClLayerTests.cpp
+++ b/src/backends/cl/test/ClLayerTests.cpp
@@ -485,6 +485,7 @@
 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeInt8, SimpleReshapeTest<DataType::QAsymmS8>)
 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeUint8, SimpleReshapeTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE_WITH_THF(Reshape5d, Reshape5dTest<DataType::Float32>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(ReshapeBoolean, ReshapeBooleanTest)
 
 // Pad
 ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat322d, PadFloat322dTest)
diff --git a/src/backends/neon/test/NeonLayerTests.cpp b/src/backends/neon/test/NeonLayerTests.cpp
index 20afbcb..59f00fc 100644
--- a/src/backends/neon/test/NeonLayerTests.cpp
+++ b/src/backends/neon/test/NeonLayerTests.cpp
@@ -747,6 +747,7 @@
 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeInt8, SimpleReshapeTest<armnn::DataType::QAsymmS8>)
 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeUint8, SimpleReshapeTest<armnn::DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE_WITH_THF(Reshape5d, Reshape5dTest<armnn::DataType::Float32>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(ReshapeBoolean, ReshapeBooleanTest)
 
 // Pad
 ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat322d, PadFloat322dTest)
diff --git a/src/backends/reference/RefLayerSupport.cpp b/src/backends/reference/RefLayerSupport.cpp
index b3feae6..d1933c9 100644
--- a/src/backends/reference/RefLayerSupport.cpp
+++ b/src/backends/reference/RefLayerSupport.cpp
@@ -807,13 +807,29 @@
         DataType::Signed32
     };
 
+    std::array<DataType, 1> logicalSupportedTypes =
+    {
+        DataType::Boolean
+    };
+
     bool supported = true;
 
-    supported &= CheckSupportRule(TypeAnyOf(input, supportedTypes), reasonIfUnsupported,
-                                  "Reference elementwise unary: input type not supported");
+    if (descriptor.m_Operation == UnaryOperation::LogicalNot)
+    {
+        supported &= CheckSupportRule(TypeAnyOf(input, logicalSupportedTypes), reasonIfUnsupported,
+                                      "Reference elementwise unary: input type not supported");
 
-    supported &= CheckSupportRule(TypeAnyOf(output, supportedTypes), reasonIfUnsupported,
-                                  "Reference elementwise unary: output type not supported");
+        supported &= CheckSupportRule(TypeAnyOf(output, logicalSupportedTypes), reasonIfUnsupported,
+                                      "Reference elementwise unary: output type not supported");
+    }
+    else
+    {
+        supported &= CheckSupportRule(TypeAnyOf(input, supportedTypes), reasonIfUnsupported,
+                                      "Reference elementwise unary: input type not supported");
+
+        supported &= CheckSupportRule(TypeAnyOf(output, supportedTypes), reasonIfUnsupported,
+                                      "Reference elementwise unary: output type not supported");
+    }
 
     supported &= CheckSupportRule(TypesAreEqual(input, output), reasonIfUnsupported,
                                   "Reference elementwise unary: input and output types not matching");
@@ -1720,7 +1736,7 @@
     IgnoreUnused(output);
     IgnoreUnused(descriptor);
     // Define supported output types.
-    std::array<DataType,7> supportedOutputTypes =
+    std::array<DataType,8> supportedOutputTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
@@ -1728,7 +1744,8 @@
         DataType::Signed32,
         DataType::QAsymmS8,
         DataType::QAsymmU8,
-        DataType::QSymmS16
+        DataType::QSymmS16,
+        DataType::Boolean
     };
 
     return CheckSupportRule(TypeAnyOf(input, supportedOutputTypes), reasonIfUnsupported,
diff --git a/src/backends/reference/RefWorkloadFactory.cpp b/src/backends/reference/RefWorkloadFactory.cpp
index 9080028..9a8c46d 100644
--- a/src/backends/reference/RefWorkloadFactory.cpp
+++ b/src/backends/reference/RefWorkloadFactory.cpp
@@ -307,6 +307,10 @@
 std::unique_ptr<IWorkload> RefWorkloadFactory::CreateElementwiseUnary(const ElementwiseUnaryQueueDescriptor& descriptor,
                                                                       const WorkloadInfo& info) const
 {
+    if (descriptor.m_Parameters.m_Operation == UnaryOperation::LogicalNot)
+    {
+        return std::make_unique<RefLogicalUnaryWorkload>(descriptor, info);
+    }
     return std::make_unique<RefElementwiseUnaryWorkload>(descriptor, info);
 }
 
diff --git a/src/backends/reference/test/RefLayerTests.cpp b/src/backends/reference/test/RefLayerTests.cpp
index 60400c5..be95ad7 100644
--- a/src/backends/reference/test/RefLayerTests.cpp
+++ b/src/backends/reference/test/RefLayerTests.cpp
@@ -1386,6 +1386,8 @@
 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeQuantisedAsymm8, SimpleReshapeTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeQuantisedSymm16, SimpleReshapeTest<DataType::QSymmS16>)
 ARMNN_AUTO_TEST_CASE_WITH_THF(Reshape5d, Reshape5dTest<DataType::Float32>)
+ARMNN_AUTO_TEST_CASE_WITH_THF(ReshapeBoolean, ReshapeBooleanTest)
+
 
 // Rsqrt
 ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)