diff --git a/onert-micro/onert-micro/include/core/OMKernelData.h b/onert-micro/onert-micro/include/core/OMKernelData.h
index 5eb556c45c4..d68c8fde6a8 100644
--- a/onert-micro/onert-micro/include/core/OMKernelData.h
+++ b/onert-micro/onert-micro/include/core/OMKernelData.h
@@ -200,6 +200,12 @@ struct ComparisonParams
   bool is_broadcast;
 };
 
+struct QuantizationParams
+{
+  float scale;
+  int32_t zero_point;
+};
+
 } // namespace core
 } // namespace onert_micro
 
diff --git a/onert-micro/onert-micro/include/pal/common/PALDequantize.h b/onert-micro/onert-micro/include/pal/common/PALDequantize.h
new file mode 100644
index 00000000000..6e6cd271619
--- /dev/null
+++ b/onert-micro/onert-micro/include/pal/common/PALDequantize.h
@@ -0,0 +1,53 @@
+/*
+ * Copyright (c) 2024 Samsung Electronics Co., Ltd. All Rights Reserved
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#ifndef ONERT_MICRO_EXECUTE_PAL_DEQUANTIZE_COMMON_H
+#define ONERT_MICRO_EXECUTE_PAL_DEQUANTIZE_COMMON_H
+
+#include "core/OMRuntimeShape.h"
+#include "OMStatus.h"
+#include "core/OMKernelData.h"
+#include "PALUtils.h"
+
+#include <cmath>
+
+namespace onert_micro
+{
+namespace execute
+{
+namespace pal
+{
+
+template <typename InputT, typename OutputT>
+OMStatus Dequantize(const core::QuantizationParams op_params, const uint32_t flat_size,
+                    const InputT *input_data, OutputT *output_data)
+{
+  const int32_t zero_point = op_params.zero_point;
+  const double scale = op_params.scale;
+
+  for (uint32_t i = 0; i < flat_size; i++)
+  {
+    const int32_t val = input_data[i];
+    const auto result = static_cast<OutputT>(scale * (val - zero_point));
+    output_data[i] = result;
+  }
+  return Ok;
+}
+} // namespace pal
+} // namespace execute
+} // namespace onert_micro
+
+#endif // ONERT_MICRO_EXECUTE_PAL_DEQUANTIZE_COMMON_H
diff --git a/onert-micro/onert-micro/include/pal/mcu/KernelsToBuild.lst b/onert-micro/onert-micro/include/pal/mcu/KernelsToBuild.lst
index db570313880..5338cfda2f8 100644
--- a/onert-micro/onert-micro/include/pal/mcu/KernelsToBuild.lst
+++ b/onert-micro/onert-micro/include/pal/mcu/KernelsToBuild.lst
@@ -13,7 +13,7 @@ REGISTER_KERNEL(COS, Cos)
 #/*REGISTER_KERNEL(DIV, Div)*/
 REGISTER_KERNEL(DEPTHWISE_CONV_2D, DepthwiseConv2D)
 #/*REGISTER_KERNEL(DEPTH_TO_SPACE, DepthToSpace)*/
-#/*REGISTER_KERNEL(DEQUANTIZE, Dequantize)*/
+REGISTER_KERNEL(DEQUANTIZE, Dequantize)
 REGISTER_KERNEL(FULLY_CONNECTED, FullyConnected)
 REGISTER_KERNEL(CONV_2D, Conv2D)
 REGISTER_KERNEL(LOGISTIC, Logistic)
diff --git a/onert-micro/onert-micro/include/test_models/dequantize/FloatDequantizeKernel.h b/onert-micro/onert-micro/include/test_models/dequantize/FloatDequantizeKernel.h
new file mode 100644
index 00000000000..aaee41ba1d5
--- /dev/null
+++ b/onert-micro/onert-micro/include/test_models/dequantize/FloatDequantizeKernel.h
@@ -0,0 +1,87 @@
+/*
+ * Copyright (c) 2024 Samsung Electronics Co., Ltd. All Rights Reserved
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#ifndef ONERT_MICRO_TEST_MODELS_FLOAT_DEQUANTIZE_KERNEL_H
+#define ONERT_MICRO_TEST_MODELS_FLOAT_DEQUANTIZE_KERNEL_H
+
+#include "TestDataDequantizeBase.h"
+
+namespace onert_micro
+{
+namespace test_model
+{
+namespace dequantize_float
+{
+/*
+ * Dequantize Kernel:
+ *
+ *         Input(4)
+ *            |
+ *         Dequantize
+ *            |
+ *         Output(4)
+ */
+const unsigned char test_kernel_model_circle[] = {
+  0x1c, 0x00, 0x00, 0x00, 0x43, 0x49, 0x52, 0x30, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00,
+  0x14, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x10, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00, 0x50, 0x01, 0x00, 0x00, 0x6c, 0x01, 0x00, 0x00,
+  0x03, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0xf8, 0xff, 0xff, 0xff, 0xfc, 0xff, 0xff, 0xff, 0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x18, 0x00, 0x14, 0x00,
+  0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
+  0x1c, 0x00, 0x00, 0x00, 0x48, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00, 0x50, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x44, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x00, 0x00,
+  0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x0c, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x6f, 0x66, 0x6d, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x18, 0x00, 0x14, 0x00, 0x13, 0x00, 0x0c, 0x00,
+  0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09, 0x48, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x14, 0x00,
+  0x04, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x7f, 0x6a, 0xbc, 0x3c,
+  0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x69, 0x66, 0x6d, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x0c, 0x00, 0x0c, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x06, 0x11, 0x00, 0x00, 0x00, 0x4f, 0x4e, 0x45, 0x2d,
+  0x74, 0x66, 0x6c, 0x69, 0x74, 0x65, 0x32, 0x63, 0x69, 0x72, 0x63, 0x6c, 0x65, 0x00, 0x00, 0x00};
+
+const std::vector<int8_t> input_data = {-18, 22, -34, -16};
+
+const std::vector<float> reference_output_data = {-0.414, 0.506, -0.782, -0.368};
+} // namespace dequantize_float
+
+class TestDataFloatDequantize : public TestDataDequantizeBase<int8_t, float>
+{
+public:
+  TestDataFloatDequantize()
+  {
+    _input_data = dequantize_float::input_data;
+    _reference_output_data = dequantize_float::reference_output_data;
+    _test_kernel_model_circle = dequantize_float::test_kernel_model_circle;
+  }
+
+  ~TestDataFloatDequantize() override = default;
+};
+
+} // namespace test_model
+} // namespace onert_micro
+
+#endif // ONERT_MICRO_TEST_MODELS_FLOAT_DEQUANTIZE_KERNEL_H
diff --git a/onert-micro/onert-micro/include/test_models/dequantize/NegDequantizeKernel.h b/onert-micro/onert-micro/include/test_models/dequantize/NegDequantizeKernel.h
new file mode 100644
index 00000000000..5ebafd3ecdc
--- /dev/null
+++ b/onert-micro/onert-micro/include/test_models/dequantize/NegDequantizeKernel.h
@@ -0,0 +1,87 @@
+/*
+ * Copyright (c) 2024 Samsung Electronics Co., Ltd. All Rights Reserved
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#ifndef ONERT_MICRO_TEST_MODELS_NEG_DEQUANTIZE_KERNEL_H
+#define ONERT_MICRO_TEST_MODELS_NEG_DEQUANTIZE_KERNEL_H
+
+#include "TestDataDequantizeBase.h"
+
+namespace onert_micro
+{
+namespace test_model
+{
+namespace neg_invalid_output_shape_dequantize_kernel
+{
+/*
+ * Dequantize Kernel with invalid output shape - should be float32:
+ *
+ *         Input(4)
+ *            |
+ *         Dequantize
+ *            |
+ *         Output(4, 3)
+ */
+const unsigned char test_kernel_model_circle[] = {
+  0x18, 0x00, 0x00, 0x00, 0x43, 0x49, 0x52, 0x30, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00, 0x00,
+  0x0c, 0x00, 0x08, 0x00, 0x10, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x2c, 0x00, 0x00, 0x00, 0x54, 0x01, 0x00, 0x00, 0x70, 0x01, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+  0x18, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xf8, 0xff, 0xff, 0xff,
+  0xfc, 0xff, 0xff, 0xff, 0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x18, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0c, 0x00,
+  0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
+  0x48, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00, 0x50, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x0a, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x48, 0x00, 0x00, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00,
+  0x0c, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00,
+  0x03, 0x00, 0x00, 0x00, 0x6f, 0x66, 0x6d, 0x00, 0x02, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x18, 0x00, 0x14, 0x00, 0x13, 0x00, 0x0c, 0x00,
+  0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09, 0x48, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x14, 0x00,
+  0x04, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x7f, 0x6a, 0xbc, 0x3c,
+  0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x69, 0x66, 0x6d, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x0c, 0x00, 0x0c, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x06, 0x11, 0x00, 0x00, 0x00, 0x4f, 0x4e, 0x45, 0x2d,
+  0x74, 0x66, 0x6c, 0x69, 0x74, 0x65, 0x32, 0x63, 0x69, 0x72, 0x63, 0x6c, 0x65, 0x00, 0x00, 0x00};
+} // namespace neg_invalid_output_shape_dequantize_kernel
+
+class NegTestDataWithInvalidOutputShapeDequantizeKernel : public NegTestDataBase
+{
+public:
+  NegTestDataWithInvalidOutputShapeDequantizeKernel()
+  {
+    _test_kernel_model_circle =
+      neg_invalid_output_shape_dequantize_kernel::test_kernel_model_circle;
+  }
+
+  ~NegTestDataWithInvalidOutputShapeDequantizeKernel() override = default;
+
+  const unsigned char *get_model_ptr() override final { return _test_kernel_model_circle; }
+
+protected:
+  const unsigned char *_test_kernel_model_circle;
+};
+
+} // namespace test_model
+} // namespace onert_micro
+
+#endif // ONERT_MICRO_TEST_MODELS_NEG_DEQUANTIZE_KERNEL_H
diff --git a/onert-micro/onert-micro/include/test_models/dequantize/TestDataDequantizeBase.h b/onert-micro/onert-micro/include/test_models/dequantize/TestDataDequantizeBase.h
new file mode 100644
index 00000000000..19e47c712f5
--- /dev/null
+++ b/onert-micro/onert-micro/include/test_models/dequantize/TestDataDequantizeBase.h
@@ -0,0 +1,61 @@
+/*
+ * Copyright (c) 2024 Samsung Electronics Co., Ltd. All Rights Reserved
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#ifndef ONERT_MICRO_TEST_MODELS_DEQUANTIZE_KERNEL_BASE_H
+#define ONERT_MICRO_TEST_MODELS_DEQUANTIZE_KERNEL_BASE_H
+
+#include "test_models/TestDataBase.h"
+#include <cassert>
+
+namespace onert_micro
+{
+namespace test_model
+{
+
+template <typename T, typename O> class TestDataDequantizeBase : public TestDataBase<T, O>
+{
+public:
+  TestDataDequantizeBase() = default;
+
+  const unsigned char *get_model_ptr() override final { return _test_kernel_model_circle; }
+
+  const std::vector<T> &get_input_data_by_index(int i) override final
+  {
+    switch (i)
+    {
+      case 0:
+        return _input_data;
+      default:
+        assert(false && "Wrong input index");
+    }
+  }
+
+  const std::vector<O> &get_output_data_by_index(int i) override final
+  {
+    assert(i == 0);
+    return _reference_output_data;
+  }
+
+protected:
+  std::vector<T> _input_data;
+  std::vector<O> _reference_output_data;
+  const unsigned char *_test_kernel_model_circle;
+};
+
+} // namespace test_model
+} // namespace onert_micro
+
+#endif // ONERT_MICRO_TEST_MODELS_DEQUANTIZE_KERNEL_BASE_H
diff --git a/onert-micro/onert-micro/src/execute/kernels/Dequantize.cpp b/onert-micro/onert-micro/src/execute/kernels/Dequantize.cpp
new file mode 100644
index 00000000000..8e0e6a1caf6
--- /dev/null
+++ b/onert-micro/onert-micro/src/execute/kernels/Dequantize.cpp
@@ -0,0 +1,101 @@
+/*
+ * Copyright (c) 2024 Samsung Electronics Co., Ltd. All Rights Reserved
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "execute/OMKernelExecutionBuilder.h"
+#include "OMStatus.h"
+#include "execute/OMRuntimeKernel.h"
+#include "core/OMUtils.h"
+#include "PALDequantize.h"
+#include "core/OMRuntimeShape.h"
+
+using namespace onert_micro;
+using namespace onert_micro::execute;
+
+namespace
+{
+
+constexpr uint32_t inputTensorIdx = 0;
+constexpr uint32_t outputTensorIdx = 0;
+
+} // namespace
+
+// NOTE: doesnt currently support dynamic shapes
+OMStatus onert_micro::execute::execute_kernel_CircleDequantize(const OMExecuteArgs &execute_args)
+{
+  core::OMRuntimeContext &runtime_context = execute_args.runtime_context;
+  core::OMRuntimeStorage &runtime_storage = execute_args.runtime_storage;
+  uint16_t op_index = execute_args.kernel_index;
+
+  const circle::Tensor *input = nullptr;
+  const circle::Tensor *output = nullptr;
+
+  uint8_t *input_data = nullptr;
+  uint8_t *output_data = nullptr;
+
+  OMStatus status = Ok;
+
+  {
+    OMRuntimeKernel runtime_kernel;
+    runtime_kernel.readKernel(op_index, runtime_context);
+
+    input = runtime_kernel.inputs[inputTensorIdx];
+    output = runtime_kernel.outputs[outputTensorIdx];
+
+    assert(input != nullptr);
+    assert(output != nullptr);
+
+    status = runtime_kernel.getDataFromStorage(op_index, runtime_storage, runtime_context);
+    if (status != Ok)
+      return status;
+
+    input_data = runtime_kernel.inputs_data[inputTensorIdx];
+    output_data = runtime_kernel.outputs_data[outputTensorIdx];
+  }
+
+  assert(input_data != nullptr);
+  assert(output_data != nullptr);
+
+  assert(output->type() == circle::TensorType_FLOAT32);
+
+  switch (input->type())
+  {
+#ifndef DIS_FLOAT
+    case circle::TensorType_INT8:
+    {
+      assert(input->quantization() != nullptr);
+      assert(input->quantization()->scale() != nullptr and
+             input->quantization()->scale()->size() == 1);
+      assert(input->quantization()->zero_point() != nullptr and
+             input->quantization()->zero_point()->size() == 1);
+      core::QuantizationParams params{};
+      params.zero_point = input->quantization()->zero_point()->operator[](0);
+      params.scale = input->quantization()->scale()->operator[](0);
+
+      status = pal::Dequantize(params, core::OMRuntimeShape(input).flatSize(),
+                               core::utils::castInputData<int8_t>(input_data),
+                               core::utils::castOutputData<float>(output_data));
+    }
+    break;
+#endif // DIS_FLOAT
+    default:
+    {
+      status = UnsupportedType;
+      assert(false && "Unsupported type.");
+    }
+  }
+
+  return status;
+}
diff --git a/onert-micro/onert-micro/src/execute/kernels/tests/Dequantize.test.cpp b/onert-micro/onert-micro/src/execute/kernels/tests/Dequantize.test.cpp
new file mode 100644
index 00000000000..64b619fd5c5
--- /dev/null
+++ b/onert-micro/onert-micro/src/execute/kernels/tests/Dequantize.test.cpp
@@ -0,0 +1,53 @@
+/*
+ * Copyright (c) 2024 Samsung Electronics Co., Ltd. All Rights Reserved
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "execute/OMTestUtils.h"
+#include "test_models/dequantize/FloatDequantizeKernel.h"
+#include "test_models/dequantize/NegDequantizeKernel.h"
+
+namespace onert_micro
+{
+namespace execute
+{
+namespace testing
+{
+
+using namespace testing;
+
+class DequantizeTest : public ::testing::Test
+{
+  // Do nothing
+};
+
+TEST_F(DequantizeTest, Float_P)
+{
+  onert_micro::test_model::TestDataFloatDequantize test_data_kernel;
+  std::vector<float> output_data_vector =
+    onert_micro::execute::testing::checkKernel<int8_t, float>(1, &test_data_kernel);
+  EXPECT_THAT(output_data_vector,
+              FloatArrayNear(test_data_kernel.get_output_data_by_index(0), 0.0001f));
+}
+
+TEST_F(DequantizeTest, Invalid_output_shape_NEG)
+{
+  onert_micro::test_model::NegTestDataWithInvalidOutputShapeDequantizeKernel test_data_kernel;
+
+  EXPECT_DEATH(checkNEGSISOKernel(&test_data_kernel), "");
+}
+
+} // namespace testing
+} // namespace execute
+} // namespace onert_micro
diff --git a/onert-micro/onert-micro/src/import/kernels/Dequantize.cpp b/onert-micro/onert-micro/src/import/kernels/Dequantize.cpp
new file mode 100644
index 00000000000..78bfc41f79a
--- /dev/null
+++ b/onert-micro/onert-micro/src/import/kernels/Dequantize.cpp
@@ -0,0 +1,73 @@
+/*
+ * Copyright (c) 2024 Samsung Electronics Co., Ltd. All Rights Reserved
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "import/OMKernelConfigureBuilder.h"
+#include "core/OMUtils.h"
+#include "OMStatus.h"
+#include "execute/OMRuntimeKernel.h"
+
+using namespace onert_micro;
+using namespace onert_micro::core;
+
+namespace
+{
+
+constexpr uint32_t inputTensorIdx = 0;
+constexpr uint32_t outputTensorIdx = 0;
+
+} // namespace
+
+OMStatus onert_micro::import::configure_kernel_CircleDequantize(const OMConfigureArgs &config_args)
+{
+  OMRuntimeContext &runtime_context = config_args.runtime_context;
+  uint16_t op_index = config_args.kernel_index;
+
+  onert_micro::execute::OMRuntimeKernel runtime_kernel;
+
+  OMStatus status = runtime_kernel.readKernel(op_index, runtime_context);
+  if (status != Ok)
+    return status;
+
+  const circle::Tensor *input = runtime_kernel.inputs[inputTensorIdx];
+  const circle::Tensor *output = runtime_kernel.outputs[outputTensorIdx];
+
+  assert(input != nullptr);
+  assert(output != nullptr);
+
+  OMRuntimeShape input_shape(input);
+  OMRuntimeShape output_shape(output);
+
+  // Check shapes
+  status = utils::checkCondition(input_shape == output_shape);
+  if (status != Ok)
+    return status;
+
+  // Check output type is float
+  status = utils::checkCondition(output->type() == circle::TensorType_FLOAT32);
+  if (status != Ok)
+    return status;
+
+  // Check input quantization params
+  const auto *input_quantization = input->quantization();
+  status = utils::checkCondition(input->type() != circle::TensorType_FLOAT32 or
+                                 input_quantization != nullptr and
+                                   input_quantization->scale() != nullptr and
+                                   input_quantization->scale()->size() == 1);
+  if (status != Ok)
+    return status;
+
+  return status;
+}