diff --git a/compiler/luci-interpreter/src/core/KernelParams.h b/compiler/luci-interpreter/src/core/KernelParams.h
index ea7ac4804e7..4ddbcefb8ea 100644
--- a/compiler/luci-interpreter/src/core/KernelParams.h
+++ b/compiler/luci-interpreter/src/core/KernelParams.h
@@ -221,6 +221,7 @@ struct TransposeConvParams
   Padding padding;
   int32_t stride_height;
   int32_t stride_width;
+  Activation activation;
 };
 
 struct UnidirectionalSequenceLSTMParams
diff --git a/compiler/luci-interpreter/src/kernels/TransposeConv.test.cpp b/compiler/luci-interpreter/src/kernels/TransposeConv.test.cpp
index 4856e1b87d2..8e9cfc6adaf 100644
--- a/compiler/luci-interpreter/src/kernels/TransposeConv.test.cpp
+++ b/compiler/luci-interpreter/src/kernels/TransposeConv.test.cpp
@@ -54,6 +54,7 @@ void Check(std::initializer_list<int32_t> output_shape_shape,
   params.padding = padding;
   params.stride_height = stride_height;
   params.stride_width = stride_width;
+  params.activation = luci::FusedActFunc::NONE;
 
   if (bias_data.size() != 0)
   {
@@ -164,6 +165,7 @@ TEST(TransposeConvTest, UInt8)
   params.padding = Padding::VALID;
   params.stride_height = 2;
   params.stride_width = 2;
+  params.activation = luci::FusedActFunc::NONE;
 
   TransposeConv kernel(&output_shape_tensor, &filter_tensor, &input_tensor, &bias_tensor,
                        &output_tensor, &scratch_tensor, params);
@@ -232,6 +234,7 @@ TEST(TransposeConvTest, UInt8_CWQ)
   params.padding = Padding::VALID;
   params.stride_height = 2;
   params.stride_width = 2;
+  params.activation = luci::FusedActFunc::NONE;
 
   TransposeConv kernel(&output_shape_tensor, &filter_tensor, &input_tensor, &bias_tensor,
                        &output_tensor, &scratch_tensor, params);
@@ -278,6 +281,7 @@ TEST(TransposeConvTest, SInt16)
   params.padding = Padding::VALID;
   params.stride_height = 2;
   params.stride_width = 2;
+  params.activation = luci::FusedActFunc::NONE;
 
   TransposeConv kernel(&output_shape_tensor, &filter_tensor, &input_tensor, &bias_tensor,
                        &output_tensor, &scratch_tensor, params);
@@ -336,6 +340,7 @@ TEST(TransposeConvTest, SInt16_CWQ_weights)
   params.padding = Padding::VALID;
   params.stride_height = 2;
   params.stride_width = 2;
+  params.activation = luci::FusedActFunc::NONE;
 
   TransposeConv kernel(&output_shape_tensor, &filter_tensor, &input_tensor, &bias_tensor,
                        &output_tensor, &scratch_tensor, params);
diff --git a/compiler/luci-interpreter/src/loader/KernelBuilder.test.cpp b/compiler/luci-interpreter/src/loader/KernelBuilder.test.cpp
index b221b6921d5..10a01f4180a 100644
--- a/compiler/luci-interpreter/src/loader/KernelBuilder.test.cpp
+++ b/compiler/luci-interpreter/src/loader/KernelBuilder.test.cpp
@@ -1319,6 +1319,7 @@ TEST_F(KernelBuilderTest, TransposeConv)
   op->padding(luci::Padding::SAME);
   op->stride()->h(11);
   op->stride()->w(13);
+  op->fusedActivationFunction(luci::FusedActFunc::NONE);
 
   auto kernel = buildKernel<kernels::TransposeConv>(op);
   ASSERT_THAT(kernel, NotNull());
@@ -1331,6 +1332,7 @@ TEST_F(KernelBuilderTest, TransposeConv)
   EXPECT_THAT(kernel->params().padding, Eq(op->padding()));
   EXPECT_THAT(kernel->params().stride_height, Eq(op->stride()->h()));
   EXPECT_THAT(kernel->params().stride_width, Eq(op->stride()->w()));
+  EXPECT_THAT(kernel->params().activation, Eq(op->fusedActivationFunction()));
 }
 
 TEST_F(KernelBuilderTest, Unpack)
diff --git a/compiler/luci-interpreter/src/loader/nodes/TransposeConv.cpp b/compiler/luci-interpreter/src/loader/nodes/TransposeConv.cpp
index d773e301ea3..72d1aecf742 100644
--- a/compiler/luci-interpreter/src/loader/nodes/TransposeConv.cpp
+++ b/compiler/luci-interpreter/src/loader/nodes/TransposeConv.cpp
@@ -47,6 +47,13 @@ std::unique_ptr<Kernel> build_kernel_CircleTransposeConv(const luci::CircleNode
   params.padding = node->padding();
   params.stride_height = node->stride()->h();
   params.stride_width = node->stride()->w();
+  params.activation = node->fusedActivationFunction();
+
+  // TODO support activation
+  if (params.activation != luci::FusedActFunc::NONE)
+  {
+    throw std::runtime_error("Unsupported activation of TransposeConv");
+  }
 
   return std::make_unique<kernels::TransposeConv>(input_sizes, filter, out_backprop, bias, output,
                                                   tmp, params);