diff --git a/src/backends/neon/test/NeonRuntimeTests.cpp b/src/backends/neon/test/NeonRuntimeTests.cpp
index 27361dd..ee5666d 100644
--- a/src/backends/neon/test/NeonRuntimeTests.cpp
+++ b/src/backends/neon/test/NeonRuntimeTests.cpp
@@ -10,11 +10,11 @@
 #include <backendsCommon/test/RuntimeTestImpl.hpp>
 #include <test/ProfilingTestUtils.hpp>
 
-#include <boost/test/unit_test.hpp>
+#include <doctest/doctest.h>
 
-BOOST_AUTO_TEST_SUITE(NeonRuntime)
-
-BOOST_AUTO_TEST_CASE(RuntimeValidateCpuAccDeviceSupportLayerNoFallback)
+TEST_SUITE("NeonRuntime")
+{
+TEST_CASE("RuntimeValidateCpuAccDeviceSupportLayerNoFallback")
 {
     // build up the structure of the network
     armnn::INetworkPtr net(armnn::INetwork::Create());
@@ -30,17 +30,17 @@
 
     std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc };
     armnn::IOptimizedNetworkPtr optNet = armnn::Optimize(*net, backends, runtime->GetDeviceSpec());
-    BOOST_CHECK(optNet);
+    CHECK(optNet);
 
     // Load it into the runtime. It should success.
     armnn::NetworkId netId;
-    BOOST_TEST(runtime->LoadNetwork(netId, std::move(optNet)) == armnn::Status::Success);
+    CHECK(runtime->LoadNetwork(netId, std::move(optNet)) == armnn::Status::Success);
 }
 
 #ifdef ARMNN_LEAK_CHECKING_ENABLED
-BOOST_AUTO_TEST_CASE(RuntimeMemoryLeaksCpuAcc)
+TEST_CASE("RuntimeMemoryLeaksCpuAcc")
 {
-    BOOST_TEST(ARMNN_LEAK_CHECKER_IS_ACTIVE());
+    CHECK(ARMNN_LEAK_CHECKER_IS_ACTIVE());
     armnn::IRuntime::CreationOptions options;
     armnn::RuntimeImpl runtime(options);
     armnn::RuntimeLoadedNetworksReserve(&runtime);
@@ -54,21 +54,21 @@
 
     {
         ARMNN_SCOPED_LEAK_CHECKER("LoadAndUnloadNetworkCpuAcc");
-        BOOST_TEST(ARMNN_NO_LEAKS_IN_SCOPE());
+        CHECK(ARMNN_NO_LEAKS_IN_SCOPE());
         // In the second run we check for all remaining memory
         // in use after the network was unloaded. If there is any
         // then it will be treated as a memory leak.
         CreateAndDropDummyNetwork(backends, runtime);
-        BOOST_TEST(ARMNN_NO_LEAKS_IN_SCOPE());
-        BOOST_TEST(ARMNN_BYTES_LEAKED_IN_SCOPE() == 0);
-        BOOST_TEST(ARMNN_OBJECTS_LEAKED_IN_SCOPE() == 0);
+        CHECK(ARMNN_NO_LEAKS_IN_SCOPE());
+        CHECK(ARMNN_BYTES_LEAKED_IN_SCOPE() == 0);
+        CHECK(ARMNN_OBJECTS_LEAKED_IN_SCOPE() == 0);
     }
 }
 #endif
 
-BOOST_AUTO_TEST_CASE(ProfilingPostOptimisationStructureCpuAcc)
+TEST_CASE("ProfilingPostOptimisationStructureCpuAcc")
 {
     VerifyPostOptimisationStructureTestImpl(armnn::Compute::CpuAcc);
 }
 
-BOOST_AUTO_TEST_SUITE_END()
\ No newline at end of file
+}
\ No newline at end of file