diff --git a/onert-micro/onert-micro/include/OMStatus.h b/onert-micro/onert-micro/include/OMStatus.h
index 7534febfa6d..66005fbe589 100644
--- a/onert-micro/onert-micro/include/OMStatus.h
+++ b/onert-micro/onert-micro/include/OMStatus.h
@@ -34,6 +34,7 @@ enum OMStatus
   UnsupportedDynamicShapeCase,
   FailReadWOFFile,
   FailReadCheckpointFile,
+  CmsisNNError,
 };
 
 } // namespace onert_micro
diff --git a/onert-micro/onert-micro/include/pal/cmsisnn/KernelsToBuild.lst b/onert-micro/onert-micro/include/pal/cmsisnn/KernelsToBuild.lst
index e69de29bb2d..049a77a140e 100644
--- a/onert-micro/onert-micro/include/pal/cmsisnn/KernelsToBuild.lst
+++ b/onert-micro/onert-micro/include/pal/cmsisnn/KernelsToBuild.lst
@@ -0,0 +1,87 @@
+#/*REGISTER_KERNEL(ABS, Abs)*/
+#/*REGISTER_KERNEL(ADD, Add)*/
+#/*REGISTER_KERNEL(ADD_N, AddN)*/
+#/*REGISTER_KERNEL(AVERAGE_POOL_2D, AveragePool2D)*/
+#/*REGISTER_KERNEL(ARG_MAX, ArgMax)*/
+#/*REGISTER_KERNEL(ARG_MIN, ArgMin)*/
+#/*REGISTER_KERNEL(CONCATENATION, Concatenation)*/
+#/*REGISTER_KERNEL(CUSTOM, BroadcastTo)*/
+#/*REGISTER_KERNEL(BATCH_TO_SPACE_ND, BatchToSpaceND)*/
+#/*REGISTER_KERNEL(CEIL, Ceil)*/
+#/*REGISTER_KERNEL(COS, Cos)*/
+#/*REGISTER_KERNEL(CAST, Cast)*/
+#/*REGISTER_KERNEL(DIV, Div)*/
+#/*REGISTER_KERNEL(DEPTHWISE_CONV_2D, DepthwiseConv2D)*/
+#/*REGISTER_KERNEL(DEPTH_TO_SPACE, DepthToSpace)*/
+#/*REGISTER_KERNEL(DEQUANTIZE, Dequantize)*/
+REGISTER_KERNEL(FULLY_CONNECTED, FullyConnected)
+#/*REGISTER_KERNEL(CONV_2D, Conv2D)*/
+#/*REGISTER_KERNEL(LOGISTIC, Logistic)*/
+#/*REGISTER_KERNEL(LOG, Log)*/
+#/*REGISTER_KERNEL(GATHER, Gather)*/
+#/*REGISTER_KERNEL(GATHER_ND, GatherND)*/
+#/*REGISTER_KERNEL(EXP, Exp)*/
+#/*REGISTER_KERNEL(GREATER, Greater)*/
+#/*REGISTER_KERNEL(GREATER_EQUAL, GreaterEqual)*/
+#/*REGISTER_KERNEL(EXPAND_DIMS, ExpandDims)*/
+#/*REGISTER_KERNEL(ELU, Elu)*/
+#/*REGISTER_KERNEL(EQUAL, Equal)*/
+#/*REGISTER_KERNEL(FILL, Fill)*/
+#/*REGISTER_KERNEL(FLOOR, Floor)*/
+#/*REGISTER_KERNEL(FLOOR_DIV, FloorDiv)*/
+#/*REGISTER_KERNEL(FLOOR_MOD, FloorMod)*/
+#/*REGISTER_KERNEL(PACK, Pack)*/
+#/*REGISTER_KERNEL(PAD, Pad)*/
+#/*REGISTER_KERNEL(PADV2, PadV2)*/
+#/*REGISTER_KERNEL(PRELU, PRelu)*/
+#/*REGISTER_KERNEL(RESHAPE, Reshape)*/
+#/*REGISTER_KERNEL(RELU, Relu)*/
+#/*REGISTER_KERNEL(RELU6, Relu6)*/
+#/*REGISTER_KERNEL(REDUCE_PROD, ReduceCommon)*/
+#/*REGISTER_KERNEL(REDUCE_MAX, ReduceMax)*/
+#/*REGISTER_KERNEL(ROUND, Round)*/
+#/*REGISTER_KERNEL(LESS, Less)*/
+#/*REGISTER_KERNEL(L2_NORMALIZATION, L2Normalize)*/
+#/*REGISTER_KERNEL(L2_POOL_2D, L2Pool2D)*/
+#/*REGISTER_KERNEL(LESS_EQUAL, LessEqual)*/
+#/*REGISTER_KERNEL(LOGICAL_AND, LogicalAnd)*/
+#/*REGISTER_KERNEL(LOGICAL_NOT, LogicalNot)*/
+#/*REGISTER_KERNEL(LOGICAL_OR, LogicalOr)*/
+#/*REGISTER_KERNEL(LEAKY_RELU, LeakyRelu)*/
+#/*REGISTER_KERNEL(LOG_SOFTMAX, LogSoftmax)*/
+#/*REGISTER_KERNEL(MUL, Mul)*/
+#/*REGISTER_KERNEL(MIRROR_PAD, MirrorPad)*/
+#/*REGISTER_KERNEL(MAXIMUM, Maximum)*/
+#/*REGISTER_KERNEL(MEAN, Mean)*/
+#/*REGISTER_KERNEL(MAX_POOL_2D, MaxPool2D)*/
+#/*REGISTER_KERNEL(MINIMUM, Minimum)*/
+#/*REGISTER_KERNEL(SHAPE, Shape)*/
+#/*REGISTER_KERNEL(NOT_EQUAL, NotEqual)*/
+#/*REGISTER_KERNEL(SIN, Sin)*/
+#/*REGISTER_KERNEL(SQUARED_DIFFERENCE, SquaredDifference)*/
+#/*REGISTER_KERNEL(SLICE, Slice)*/
+#/*REGISTER_KERNEL(SUB, Sub)*/
+#/*REGISTER_KERNEL(SPLIT, Split)*/
+#/*REGISTER_KERNEL(SPACE_TO_BATCH_ND, SpaceToBatchND)*/
+#/*REGISTER_KERNEL(STRIDED_SLICE, StridedSlice)*/
+#/*REGISTER_KERNEL(SPLIT_V, SplitV)*/
+#/*REGISTER_KERNEL(SQUARE, Square)*/
+#/*REGISTER_KERNEL(SQRT, Sqrt)*/
+#/*REGISTER_KERNEL(SPACE_TO_DEPTH, SpaceToDepth)*/
+#/*REGISTER_KERNEL(QUANTIZE, Quantize)*/
+#/*REGISTER_KERNEL(TANH, Tanh)*/
+#/*REGISTER_KERNEL(TRANSPOSE, Transpose)*/
+#/*REGISTER_KERNEL(TRANSPOSE_CONV, TransposeConv)*/
+#/*REGISTER_KERNEL(SOFTMAX, Softmax)*/
+#/*REGISTER_KERNEL(SUM, Sum)*/
+#/*REGISTER_KERNEL(SELECT_V2, SelectV2)*/
+#/*REGISTER_KERNEL(SVDF, SVDF)*/
+#/*REGISTER_KERNEL(WHILE, While)*/
+#/*REGISTER_KERNEL(UNIDIRECTIONAL_SEQUENCE_LSTM, UnidirectionalSequenceLSTM)*/
+#/*REGISTER_KERNEL(RESIZE_BILINEAR, ResizeBilinear)*/
+#/*REGISTER_KERNEL(RESIZE_NEAREST_NEIGHBOR, ResizeNearestNeighbor)*/
+#/*REGISTER_KERNEL(RSQRT, Rsqrt)*/
+#/*REGISTER_KERNEL(NEG, Neg)*/
+#/*REGISTER_KERNEL(ZEROS_LIKE, ZerosLike)*/
+#/*REGISTER_KERNEL(SQUEEZE, Squeeze)*/
+#/*REGISTER_KERNEL(UNPACK, Unpack)*/
diff --git a/onert-micro/onert-micro/include/pal/cmsisnn/PALFullyConnected.h b/onert-micro/onert-micro/include/pal/cmsisnn/PALFullyConnected.h
new file mode 100644
index 00000000000..cbd8510d0dd
--- /dev/null
+++ b/onert-micro/onert-micro/include/pal/cmsisnn/PALFullyConnected.h
@@ -0,0 +1,168 @@
+/*
+ * Copyright (c) 2024 Samsung Electronics Co., Ltd. All Rights Reserved
+ * Copyright 2017 The TensorFlow Authors. 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_FULLY_CONNECTED_H
+#define ONERT_MICRO_EXECUTE_PAL_FULLY_CONNECTED_H
+
+#include "PALFullyConnectedCommon.h"
+
+#include <arm_nnfunctions.h>
+
+namespace onert_micro
+{
+namespace execute
+{
+namespace pal
+{
+template <>
+OMStatus FullyConnected<int8_t>(const core::FullyConnectedParams &params, const int8_t *input_data,
+                                const core::OMRuntimeShape &filter_shape, const int8_t *filter_data,
+                                const int32_t *bias_data, const core::OMRuntimeShape &output_shape,
+                                int8_t *output_data)
+{
+  const int filter_dim_count = filter_shape.dimensionsCount();
+  const int output_dim_count = output_shape.dimensionsCount();
+  const int batches =
+    flatSizeSkipDim(output_shape.dimsData(), output_dim_count - 1, output_dim_count);
+  const int output_depth = output_shape.dims(output_dim_count - 1);
+  const int accum_depth = filter_shape.dims(filter_dim_count - 1);
+
+  cmsis_nn_fc_params fc_params;
+  fc_params.input_offset = params.input_offset;
+  fc_params.output_offset = params.output_offset;
+  fc_params.filter_offset = params.weights_offset;
+  fc_params.activation.min = params.quantized_activation_min;
+  fc_params.activation.max = params.quantized_activation_max;
+
+  cmsis_nn_per_tensor_quant_params quant_params;
+  quant_params.multiplier = params.output_multiplier;
+  quant_params.shift = params.output_shift;
+
+  cmsis_nn_dims input_dims;
+  input_dims.n = batches;
+  input_dims.h = 1;
+  input_dims.w = 1;
+  input_dims.c = accum_depth;
+
+  cmsis_nn_dims filter_dims;
+  filter_dims.n = accum_depth;
+  filter_dims.h = 1;
+  filter_dims.w = 1;
+  filter_dims.c = output_depth;
+
+  cmsis_nn_dims bias_dims;
+  bias_dims.n = 1;
+  bias_dims.h = 1;
+  bias_dims.w = 1;
+  bias_dims.c = output_depth;
+
+  cmsis_nn_dims output_dims;
+  output_dims.n = batches;
+  output_dims.h = 1;
+  output_dims.w = 1;
+  output_dims.c = output_depth;
+
+  int32_t buf_size = arm_fully_connected_s8_get_buffer_size(&filter_dims);
+  auto buffer = std::make_unique<int8_t[]>(buf_size);
+  assert(buffer != nullptr);
+
+  cmsis_nn_context ctx;
+  ctx.buf = buffer.get();
+  ctx.size = buf_size;
+
+  auto res =
+    arm_fully_connected_s8(&ctx, &fc_params, &quant_params, &input_dims, input_data, &filter_dims,
+                           filter_data, &bias_dims, bias_data, &output_dims, output_data);
+  assert(res == ARM_CMSIS_NN_SUCCESS);
+  if (res != ARM_CMSIS_NN_SUCCESS)
+    return CmsisNNError;
+
+  return Ok;
+}
+
+template <>
+OMStatus FullyConnected(const core::FullyConnectedParams &params, const int16_t *input_data,
+                        const core::OMRuntimeShape &filter_shape, const int8_t *filter_data,
+                        const int64_t *bias_data, const core::OMRuntimeShape &output_shape,
+                        int16_t *output_data)
+{
+  const int filter_dim_count = filter_shape.dimensionsCount();
+  const int output_dim_count = output_shape.dimensionsCount();
+  const int batches =
+    flatSizeSkipDim(output_shape.dimsData(), output_dim_count - 1, output_dim_count);
+  const int output_depth = output_shape.dims(output_dim_count - 1);
+  const int accum_depth = filter_shape.dims(filter_dim_count - 1);
+
+  cmsis_nn_fc_params fc_params;
+  fc_params.input_offset = params.input_offset;
+  fc_params.output_offset = params.output_offset;
+  fc_params.filter_offset = params.weights_offset;
+  fc_params.activation.min = params.quantized_activation_min;
+  fc_params.activation.max = params.quantized_activation_max;
+
+  cmsis_nn_per_tensor_quant_params quant_params;
+  quant_params.multiplier = params.output_multiplier;
+  quant_params.shift = params.output_shift;
+
+  cmsis_nn_dims input_dims;
+  input_dims.n = batches;
+  input_dims.h = 1;
+  input_dims.w = 1;
+  input_dims.c = accum_depth;
+
+  cmsis_nn_dims filter_dims;
+  filter_dims.n = accum_depth;
+  filter_dims.h = 1;
+  filter_dims.w = 1;
+  filter_dims.c = output_depth;
+
+  cmsis_nn_dims bias_dims;
+  bias_dims.n = 1;
+  bias_dims.h = 1;
+  bias_dims.w = 1;
+  bias_dims.c = output_depth;
+
+  cmsis_nn_dims output_dims;
+  output_dims.n = batches;
+  output_dims.h = 1;
+  output_dims.w = 1;
+  output_dims.c = output_depth;
+
+  int32_t buf_size = arm_fully_connected_s16_get_buffer_size(&filter_dims);
+  auto buffer = std::make_unique<int8_t[]>(buf_size);
+  assert(buffer != nullptr);
+
+  cmsis_nn_context ctx;
+  ctx.buf = buffer.get();
+  ctx.size = buf_size;
+
+  auto res =
+    arm_fully_connected_s16(&ctx, &fc_params, &quant_params, &input_dims, input_data, &filter_dims,
+                            filter_data, &bias_dims, bias_data, &output_dims, output_data);
+  assert(res == ARM_CMSIS_NN_SUCCESS);
+
+  if (res != ARM_CMSIS_NN_SUCCESS)
+    return CmsisNNError;
+
+  return Ok;
+}
+
+} // namespace pal
+} // namespace execute
+} // namespace onert_micro
+
+#endif // ONERT_MICRO_EXECUTE_PAL_FULLY_CONNECTED_COMMON_H
diff --git a/onert-micro/onert-micro/include/test_models/fully_connected/NegFullyConnectedKernel.h b/onert-micro/onert-micro/include/test_models/fully_connected/NegFullyConnectedKernel.h
index 9dcaa5d0edd..aa2465b200f 100644
--- a/onert-micro/onert-micro/include/test_models/fully_connected/NegFullyConnectedKernel.h
+++ b/onert-micro/onert-micro/include/test_models/fully_connected/NegFullyConnectedKernel.h
@@ -117,6 +117,132 @@ const unsigned char test_kernel_model_circle[] = {
   0x65, 0x00, 0x00, 0x00};
 } // namespace neg_fully_connected_wrong_bias_shape
 
+namespace neg_fully_connected_no_zero_points
+{
+/*
+ * FullyConnected Kernel with quantize type and without zero points
+ *
+ * Input(1, 64)-Int16   Weight(8, 64) - Int16
+ *            \           |
+ *             \          |
+ *               FullyConnected --- Bias (8) - Int32
+ *                     |
+ *                Output(1, 8) - Int16
+ */
+
+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,
+  0x70, 0x04, 0x00, 0x00, 0x80, 0x06, 0x00, 0x00, 0x9c, 0x06, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
+  0x5c, 0x04, 0x00, 0x00, 0x54, 0x04, 0x00, 0x00, 0x4c, 0x04, 0x00, 0x00, 0x3c, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0xd2, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0xfd, 0xff, 0xff, 0xff, 0xfe, 0xff, 0xff, 0xff, 0xf9, 0xff, 0xff, 0xff,
+  0xf9, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x00, 0x04, 0x00, 0x00, 0x02, 0x00, 0x03, 0x00, 0xfc, 0xff, 0xfa, 0xff, 0x03, 0x00, 0xff, 0xff,
+  0x03, 0x00, 0xff, 0xff, 0x00, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x02, 0x00, 0xfc, 0xff, 0x08, 0x00,
+  0xfd, 0xff, 0x05, 0x00, 0x00, 0x00, 0xfa, 0xff, 0xfc, 0xff, 0xfb, 0xff, 0x04, 0x00, 0xfa, 0xff,
+  0xf8, 0xff, 0x01, 0x00, 0xfc, 0xff, 0xfb, 0xff, 0x00, 0x00, 0xfb, 0xff, 0x01, 0x00, 0x04, 0x00,
+  0x04, 0x00, 0xfd, 0xff, 0x00, 0x00, 0xfc, 0xff, 0xfe, 0xff, 0x01, 0x00, 0xff, 0xff, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0xfd, 0xff, 0x04, 0x00, 0xf6, 0xff, 0xfa, 0xff, 0xfb, 0xff, 0x05, 0x00,
+  0x00, 0x00, 0xff, 0xff, 0xff, 0xff, 0xf7, 0xff, 0xfd, 0xff, 0x04, 0x00, 0x03, 0x00, 0x02, 0x00,
+  0xfd, 0xff, 0xfe, 0xff, 0xfe, 0xff, 0x01, 0x00, 0x03, 0x00, 0x01, 0x00, 0xfb, 0xff, 0x04, 0x00,
+  0xfd, 0xff, 0x02, 0x00, 0x05, 0x00, 0x04, 0x00, 0xfd, 0xff, 0x04, 0x00, 0xfa, 0xff, 0x03, 0x00,
+  0x05, 0x00, 0x00, 0x00, 0xfa, 0xff, 0xfb, 0xff, 0x08, 0x00, 0xfe, 0xff, 0xff, 0xff, 0x00, 0x00,
+  0x00, 0x00, 0xf8, 0xff, 0x05, 0x00, 0x00, 0x00, 0xfc, 0xff, 0xff, 0xff, 0x03, 0x00, 0xf7, 0xff,
+  0x03, 0x00, 0x02, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x06, 0x00, 0xfb, 0xff, 0xff, 0xff,
+  0x00, 0x00, 0x04, 0x00, 0xf9, 0xff, 0xfb, 0xff, 0xfd, 0xff, 0xf5, 0xff, 0x07, 0x00, 0x04, 0x00,
+  0x01, 0x00, 0xf6, 0xff, 0xfa, 0xff, 0x02, 0x00, 0x07, 0x00, 0xff, 0xff, 0xff, 0xff, 0x07, 0x00,
+  0xff, 0xff, 0x01, 0x00, 0x00, 0x00, 0x05, 0x00, 0xff, 0xff, 0x02, 0x00, 0x04, 0x00, 0x04, 0x00,
+  0x05, 0x00, 0x07, 0x00, 0xf7, 0xff, 0x09, 0x00, 0x00, 0x00, 0xfd, 0xff, 0x06, 0x00, 0x05, 0x00,
+  0x00, 0x00, 0xfb, 0xff, 0x01, 0x00, 0xff, 0xff, 0xfe, 0xff, 0xff, 0xff, 0xfd, 0xff, 0x00, 0x00,
+  0x07, 0x00, 0xff, 0xff, 0x00, 0x00, 0x03, 0x00, 0xfd, 0xff, 0xff, 0xff, 0x00, 0x00, 0xf9, 0xff,
+  0x06, 0x00, 0x00, 0x00, 0xfb, 0xff, 0x00, 0x00, 0xff, 0xff, 0xfb, 0xff, 0x04, 0x00, 0xfd, 0xff,
+  0x02, 0x00, 0xfa, 0xff, 0x01, 0x00, 0xf9, 0xff, 0xfa, 0xff, 0x00, 0x00, 0x00, 0x00, 0xf2, 0xff,
+  0xf3, 0xff, 0x00, 0x00, 0x04, 0x00, 0x01, 0x00, 0xff, 0xff, 0xfd, 0xff, 0x04, 0x00, 0x05, 0x00,
+  0x03, 0x00, 0x06, 0x00, 0xfb, 0xff, 0xfc, 0xff, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0xfe, 0xff,
+  0xfe, 0xff, 0x01, 0x00, 0xf9, 0xff, 0x08, 0x00, 0x02, 0x00, 0x01, 0x00, 0x05, 0x00, 0xfd, 0xff,
+  0xfe, 0xff, 0xfd, 0xff, 0x03, 0x00, 0xfe, 0xff, 0x02, 0x00, 0xfa, 0xff, 0x04, 0x00, 0x00, 0x00,
+  0xfb, 0xff, 0xfe, 0xff, 0xfe, 0xff, 0x04, 0x00, 0xff, 0xff, 0x02, 0x00, 0x0b, 0x00, 0x01, 0x00,
+  0x07, 0x00, 0xfe, 0xff, 0x06, 0x00, 0xf2, 0xff, 0x02, 0x00, 0xfe, 0xff, 0xff, 0xff, 0x01, 0x00,
+  0xfc, 0xff, 0x0a, 0x00, 0x03, 0x00, 0x02, 0x00, 0xf7, 0xff, 0x00, 0x00, 0xfb, 0xff, 0x01, 0x00,
+  0xfb, 0xff, 0x01, 0x00, 0xfe, 0xff, 0x00, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x07, 0x00,
+  0xfc, 0xff, 0x05, 0x00, 0xfe, 0xff, 0xff, 0xff, 0xfc, 0xff, 0xf9, 0xff, 0x05, 0x00, 0xff, 0xff,
+  0x07, 0x00, 0xff, 0xff, 0x05, 0x00, 0x00, 0x00, 0x05, 0x00, 0xf7, 0xff, 0x01, 0x00, 0x00, 0x00,
+  0x09, 0x00, 0x03, 0x00, 0x01, 0x00, 0x01, 0x00, 0xf7, 0xff, 0xff, 0xff, 0x04, 0x00, 0x04, 0x00,
+  0x02, 0x00, 0x03, 0x00, 0xfd, 0xff, 0xfa, 0xff, 0xfb, 0xff, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+  0xfd, 0xff, 0xff, 0xff, 0x00, 0x00, 0x00, 0x00, 0xfa, 0xff, 0xf8, 0xff, 0x05, 0x00, 0xff, 0xff,
+  0xfb, 0xff, 0x00, 0x00, 0xfe, 0xff, 0x01, 0x00, 0x02, 0x00, 0xfb, 0xff, 0x04, 0x00, 0xff, 0xff,
+  0x00, 0x00, 0xf7, 0xff, 0xf0, 0xff, 0x00, 0x00, 0xfb, 0xff, 0xff, 0xff, 0xfe, 0xff, 0xff, 0xff,
+  0x05, 0x00, 0x01, 0x00, 0x04, 0x00, 0xfe, 0xff, 0xfa, 0xff, 0x07, 0x00, 0xfb, 0xff, 0xf6, 0xff,
+  0xff, 0xff, 0x07, 0x00, 0xfd, 0xff, 0x02, 0x00, 0x0b, 0x00, 0x04, 0x00, 0xff, 0xff, 0xfb, 0xff,
+  0x02, 0x00, 0x03, 0x00, 0xfd, 0xff, 0x02, 0x00, 0x0a, 0x00, 0x05, 0x00, 0xff, 0xff, 0x05, 0x00,
+  0x09, 0x00, 0xfc, 0xff, 0xfd, 0xff, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x02, 0x00,
+  0xfd, 0xff, 0x03, 0x00, 0x04, 0x00, 0x01, 0x00, 0x01, 0x00, 0xfd, 0xff, 0x01, 0x00, 0xfe, 0xff,
+  0x06, 0x00, 0xff, 0xff, 0x05, 0x00, 0xfe, 0xff, 0xfd, 0xff, 0x03, 0x00, 0x01, 0x00, 0x04, 0x00,
+  0x03, 0x00, 0x0b, 0x00, 0xfa, 0xff, 0xfe, 0xff, 0x00, 0x00, 0x02, 0x00, 0x06, 0x00, 0xfd, 0xff,
+  0xfe, 0xff, 0x02, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0xfe, 0xff, 0xfd, 0xff, 0xff, 0xff,
+  0xfc, 0xff, 0x04, 0x00, 0x01, 0x00, 0x01, 0x00, 0xfb, 0xff, 0x02, 0x00, 0x03, 0x00, 0x06, 0x00,
+  0xfc, 0xff, 0xfe, 0xff, 0x01, 0x00, 0x07, 0x00, 0xfc, 0xff, 0xfd, 0xff, 0x02, 0x00, 0x05, 0x00,
+  0x08, 0x00, 0x01, 0x00, 0x00, 0x00, 0xff, 0xff, 0x00, 0x00, 0x02, 0x00, 0x04, 0x00, 0xfc, 0xff,
+  0x02, 0x00, 0xfe, 0xff, 0x00, 0x00, 0x00, 0x00, 0x02, 0x00, 0xfd, 0xff, 0x00, 0x00, 0xf5, 0xff,
+  0x00, 0x00, 0x05, 0x00, 0x03, 0x00, 0x01, 0x00, 0x06, 0x00, 0x00, 0x00, 0xff, 0xff, 0x03, 0x00,
+  0xfd, 0xff, 0x02, 0x00, 0x00, 0x00, 0x03, 0x00, 0xfa, 0xff, 0xfd, 0xff, 0x05, 0x00, 0x02, 0x00,
+  0xf9, 0xff, 0xfc, 0xff, 0xff, 0xff, 0x00, 0x00, 0xfd, 0xff, 0xfc, 0xff, 0x07, 0x00, 0x03, 0x00,
+  0xfd, 0xff, 0xfd, 0xff, 0x09, 0x00, 0x00, 0x00, 0xfb, 0xff, 0x02, 0x00, 0x02, 0x00, 0x07, 0x00,
+  0xfb, 0xff, 0x07, 0x00, 0x00, 0x00, 0x03, 0x00, 0x05, 0x00, 0x03, 0x00, 0x06, 0x00, 0xff, 0xff,
+  0x00, 0x00, 0xff, 0xff, 0xfc, 0xff, 0xfe, 0xff, 0x02, 0x00, 0x03, 0x00, 0xf6, 0xff, 0x00, 0x00,
+  0x00, 0x00, 0xfd, 0xff, 0x04, 0x00, 0xfe, 0xff, 0xfd, 0xff, 0x03, 0x00, 0xff, 0xff, 0x05, 0x00,
+  0x00, 0x00, 0xfe, 0xff, 0xfd, 0xff, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00, 0x04, 0x00, 0x01, 0x00,
+  0x05, 0x00, 0x07, 0x00, 0xf4, 0xff, 0x0a, 0x00, 0x06, 0x00, 0x07, 0x00, 0x02, 0x00, 0x03, 0x00,
+  0xfd, 0xff, 0x08, 0x00, 0xfb, 0xff, 0x04, 0x00, 0x07, 0x00, 0x0a, 0x00, 0xfb, 0xff, 0x03, 0x00,
+  0x04, 0x00, 0x04, 0x00, 0xfe, 0xff, 0x02, 0x00, 0x00, 0x00, 0xf7, 0xff, 0x02, 0x00, 0x01, 0x00,
+  0x05, 0x00, 0x00, 0x00, 0x07, 0x00, 0x07, 0x00, 0xfd, 0xff, 0x04, 0x00, 0xfd, 0xff, 0x00, 0x00,
+  0xfb, 0xff, 0xf7, 0xff, 0xfa, 0xff, 0x01, 0x00, 0x00, 0x00, 0xfe, 0xff, 0x07, 0x00, 0x05, 0x00,
+  0xfe, 0xff, 0xfb, 0xff, 0xf8, 0xff, 0x0b, 0x00, 0x02, 0x00, 0x07, 0x00, 0x00, 0x00, 0x03, 0x00,
+  0x01, 0x00, 0x09, 0x00, 0x0c, 0x00, 0x05, 0x00, 0x01, 0x00, 0x06, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0xff, 0xff, 0x01, 0x00, 0x07, 0x00, 0x04, 0x00, 0x07, 0x00, 0xf8, 0xff, 0xff, 0xff, 0xfb, 0xff,
+  0xfb, 0xff, 0xff, 0xff, 0xfe, 0xff, 0x00, 0x00, 0x01, 0x00, 0x04, 0x00, 0x02, 0x00, 0xff, 0xff,
+  0x00, 0x00, 0x04, 0x00, 0x8c, 0xff, 0xff, 0xff, 0x90, 0xff, 0xff, 0xff, 0x94, 0xff, 0xff, 0xff,
+  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, 0x64, 0x00, 0x00, 0x00, 0x68, 0x00, 0x00, 0x00, 0x6c, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00, 0x00, 0x10, 0x00, 0x0c, 0x00,
+  0x07, 0x00, 0x08, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x08, 0x10, 0x00, 0x00, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x10, 0x01, 0x00, 0x00,
+  0x9c, 0x00, 0x00, 0x00, 0x70, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x0e, 0xff, 0xff, 0xff,
+  0x14, 0x00, 0x00, 0x00, 0x40, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x07,
+  0x3c, 0x00, 0x00, 0x00, 0x00, 0xff, 0xff, 0xff, 0x24, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00,
+  0x0c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0xb8, 0x19, 0x85, 0x39, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x80, 0x3f, 0x01, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x6f, 0x75, 0x74, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0f, 0x00,
+  0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x02, 0x10, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x62, 0x69, 0x61, 0x73,
+  0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x9e, 0xff, 0xff, 0xff,
+  0x14, 0x00, 0x00, 0x00, 0x40, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x07,
+  0x40, 0x00, 0x00, 0x00, 0x90, 0xff, 0xff, 0xff, 0x24, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00,
+  0x0c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0xdd, 0x58, 0xa4, 0x3a, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x80, 0x3f, 0x01, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x77, 0x65, 0x69, 0x67, 0x68, 0x74, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x40, 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, 0x07,
+  0x48, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x14, 0x00, 0x04, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x10, 0x00,
+  0x0c, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x7e, 0x87, 0xb9, 0x39,
+  0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x80, 0x3f, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x69, 0x6e, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x40, 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, 0x09, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x09, 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_fully_connected_no_zero_points
+
 class NegTestDataWrongWeightShapeFullyConnectedKernel : public NegTestDataBase
 {
 public:
@@ -149,6 +275,22 @@ class NegTestDataWrongBiasShapeFullyConnectedKernel : public NegTestDataBase
   const unsigned char *_test_kernel_model_circle;
 };
 
+class NegTestDataNoZeroPointsFullyConnectedKernel : public NegTestDataBase
+{
+public:
+  NegTestDataNoZeroPointsFullyConnectedKernel()
+  {
+    _test_kernel_model_circle = neg_fully_connected_no_zero_points::test_kernel_model_circle;
+  }
+
+  ~NegTestDataNoZeroPointsFullyConnectedKernel() 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
 
diff --git a/onert-micro/onert-micro/include/test_models/fully_connected/QuantFullyConnectedKernel.h b/onert-micro/onert-micro/include/test_models/fully_connected/QuantFullyConnectedKernel.h
index c84aed4c6b8..043aae4a9cf 100644
--- a/onert-micro/onert-micro/include/test_models/fully_connected/QuantFullyConnectedKernel.h
+++ b/onert-micro/onert-micro/include/test_models/fully_connected/QuantFullyConnectedKernel.h
@@ -122,6 +122,144 @@ const std::vector<int8_t> reference_output_data = {-128, -128, 127, 96, 127, 127
 
 } // namespace s8_fully_connected
 
+namespace s16_fully_connected
+{
+
+/*
+ * S16 FullyConnected Kernel:
+ *
+ * Input(1, 64)-Int16   Weight(8, 64) - Int16
+ *            \           |
+ *             \          |
+ *               FullyConnected --- Bias (8) - Int32
+ *                     |
+ *                Output(1, 8) - Int16
+ */
+
+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, 0x70, 0x04, 0x00, 0x00, 0xa0, 0x06, 0x00, 0x00, 0xbc, 0x06, 0x00, 0x00,
+  0x05, 0x00, 0x00, 0x00, 0x5c, 0x04, 0x00, 0x00, 0x54, 0x04, 0x00, 0x00, 0x4c, 0x04, 0x00, 0x00,
+  0x3c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xd2, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0xf9, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff,
+  0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0xfe, 0xff, 0xff, 0xff, 0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0xfe, 0xff, 0x02, 0x00, 0xff, 0xff, 0xff, 0xff,
+  0xfe, 0xff, 0x00, 0x00, 0x01, 0x00, 0x06, 0x00, 0xfb, 0xff, 0xf7, 0xff, 0x02, 0x00, 0xf9, 0xff,
+  0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x08, 0x00, 0x06, 0x00, 0x01, 0x00, 0xf7, 0xff,
+  0x06, 0x00, 0x04, 0x00, 0x06, 0x00, 0xfe, 0xff, 0x05, 0x00, 0xfa, 0xff, 0xfd, 0xff, 0xff, 0xff,
+  0xfd, 0xff, 0xfc, 0xff, 0xfe, 0xff, 0x03, 0x00, 0xfa, 0xff, 0x0a, 0x00, 0xfe, 0xff, 0x00, 0x00,
+  0x00, 0x00, 0xfa, 0xff, 0x00, 0x00, 0xfd, 0xff, 0x01, 0x00, 0x02, 0x00, 0x0f, 0x00, 0xff, 0xff,
+  0xfd, 0xff, 0x03, 0x00, 0x09, 0x00, 0xfe, 0xff, 0xfc, 0xff, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00,
+  0x00, 0x00, 0x03, 0x00, 0xf6, 0xff, 0x00, 0x00, 0x06, 0x00, 0x02, 0x00, 0x00, 0x00, 0x03, 0x00,
+  0xfe, 0xff, 0xff, 0xff, 0x00, 0x00, 0x04, 0x00, 0xfa, 0xff, 0x04, 0x00, 0x05, 0x00, 0xfe, 0xff,
+  0x01, 0x00, 0x00, 0x00, 0xfc, 0xff, 0x00, 0x00, 0x01, 0x00, 0x03, 0x00, 0x03, 0x00, 0x08, 0x00,
+  0xfa, 0xff, 0xff, 0xff, 0xf8, 0xff, 0xf9, 0xff, 0x00, 0x00, 0x01, 0x00, 0x03, 0x00, 0x03, 0x00,
+  0x02, 0x00, 0xff, 0xff, 0x00, 0x00, 0x04, 0x00, 0xfd, 0xff, 0xfd, 0xff, 0xf9, 0xff, 0x01, 0x00,
+  0x04, 0x00, 0x03, 0x00, 0xf4, 0xff, 0xff, 0xff, 0x05, 0x00, 0xf9, 0xff, 0x01, 0x00, 0x01, 0x00,
+  0x09, 0x00, 0xf8, 0xff, 0x00, 0x00, 0xf8, 0xff, 0x04, 0x00, 0xf8, 0xff, 0x08, 0x00, 0x00, 0x00,
+  0xfe, 0xff, 0xf9, 0xff, 0xff, 0xff, 0x05, 0x00, 0x02, 0x00, 0x00, 0x00, 0x04, 0x00, 0xf8, 0xff,
+  0x01, 0x00, 0x01, 0x00, 0xf5, 0xff, 0x03, 0x00, 0x02, 0x00, 0x02, 0x00, 0xff, 0xff, 0x02, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0xf8, 0xff, 0xff, 0xff, 0xf6, 0xff, 0x05, 0x00, 0xfd, 0xff, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0xfc, 0xff, 0x03, 0x00, 0x01, 0x00, 0xfd, 0xff, 0xff, 0xff, 0x02, 0x00,
+  0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0xfb, 0xff, 0xfc, 0xff, 0x00, 0x00, 0xfa, 0xff, 0xfd, 0xff,
+  0x00, 0x00, 0x02, 0x00, 0xfa, 0xff, 0x05, 0x00, 0x00, 0x00, 0xff, 0xff, 0xfd, 0xff, 0xff, 0xff,
+  0xfe, 0xff, 0x02, 0x00, 0xf8, 0xff, 0x04, 0x00, 0xf9, 0xff, 0x08, 0x00, 0x02, 0x00, 0x05, 0x00,
+  0xff, 0xff, 0xfd, 0xff, 0xff, 0xff, 0x00, 0x00, 0x00, 0x00, 0xfd, 0xff, 0x06, 0x00, 0x02, 0x00,
+  0x08, 0x00, 0x0a, 0x00, 0x05, 0x00, 0xfd, 0xff, 0xfd, 0xff, 0xfe, 0xff, 0x02, 0x00, 0xfe, 0xff,
+  0xfc, 0xff, 0xfc, 0xff, 0xfa, 0xff, 0x05, 0x00, 0x01, 0x00, 0x04, 0x00, 0xfc, 0xff, 0xfd, 0xff,
+  0x00, 0x00, 0xfe, 0xff, 0xff, 0xff, 0x01, 0x00, 0x06, 0x00, 0xfe, 0xff, 0x00, 0x00, 0x01, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0xfb, 0xff, 0x01, 0x00, 0xfa, 0xff, 0x00, 0x00, 0xfb, 0xff, 0x03, 0x00,
+  0x05, 0x00, 0xfc, 0xff, 0x01, 0x00, 0x00, 0x00, 0xfe, 0xff, 0xfd, 0xff, 0x02, 0x00, 0xfe, 0xff,
+  0xfd, 0xff, 0x00, 0x00, 0x03, 0x00, 0x03, 0x00, 0xfa, 0xff, 0xfd, 0xff, 0x03, 0x00, 0x00, 0x00,
+  0x09, 0x00, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xf8, 0xff, 0xfe, 0xff, 0xfa, 0xff, 0x01, 0x00,
+  0xf8, 0xff, 0xf8, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0xfa, 0xff, 0x05, 0x00, 0x04, 0x00,
+  0x03, 0x00, 0xfa, 0xff, 0x05, 0x00, 0xfb, 0xff, 0x07, 0x00, 0xfc, 0xff, 0xfd, 0xff, 0x05, 0x00,
+  0x00, 0x00, 0xff, 0xff, 0xf8, 0xff, 0xff, 0xff, 0xf6, 0xff, 0xfc, 0xff, 0x05, 0x00, 0x00, 0x00,
+  0xfe, 0xff, 0x05, 0x00, 0x00, 0x00, 0xfa, 0xff, 0xfe, 0xff, 0x06, 0x00, 0x00, 0x00, 0x03, 0x00,
+  0xfd, 0xff, 0xfc, 0xff, 0xfc, 0xff, 0x00, 0x00, 0x01, 0x00, 0x03, 0x00, 0xfb, 0xff, 0xfc, 0xff,
+  0xfe, 0xff, 0x01, 0x00, 0xfd, 0xff, 0xfe, 0xff, 0x04, 0x00, 0x06, 0x00, 0x04, 0x00, 0xfd, 0xff,
+  0x02, 0x00, 0x01, 0x00, 0xff, 0xff, 0x02, 0x00, 0xf9, 0xff, 0x03, 0x00, 0x04, 0x00, 0xff, 0xff,
+  0x00, 0x00, 0xfd, 0xff, 0x01, 0x00, 0xfd, 0xff, 0x02, 0x00, 0x0a, 0x00, 0xfa, 0xff, 0x03, 0x00,
+  0xfe, 0xff, 0xfd, 0xff, 0xf5, 0xff, 0x04, 0x00, 0x07, 0x00, 0xfc, 0xff, 0x0b, 0x00, 0x05, 0x00,
+  0xff, 0xff, 0xfd, 0xff, 0x04, 0x00, 0x00, 0x00, 0x03, 0x00, 0xff, 0xff, 0x0c, 0x00, 0xfc, 0xff,
+  0xfc, 0xff, 0xfc, 0xff, 0x00, 0x00, 0x00, 0x00, 0xfc, 0xff, 0xff, 0xff, 0xfa, 0xff, 0xfe, 0xff,
+  0x04, 0x00, 0xfe, 0xff, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x03, 0x00,
+  0xfe, 0xff, 0x00, 0x00, 0xf8, 0xff, 0x00, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00, 0xf4, 0xff,
+  0xfe, 0xff, 0xfe, 0xff, 0xff, 0xff, 0xfa, 0xff, 0xfb, 0xff, 0x01, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0xfe, 0xff, 0x02, 0x00, 0x06, 0x00, 0x0a, 0x00, 0x01, 0x00, 0xfe, 0xff, 0xf7, 0xff, 0xfc, 0xff,
+  0xff, 0xff, 0x00, 0x00, 0xf9, 0xff, 0xfa, 0xff, 0xfc, 0xff, 0x04, 0x00, 0x00, 0x00, 0xfe, 0xff,
+  0x02, 0x00, 0xfa, 0xff, 0x05, 0x00, 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0xfe, 0xff, 0xf8, 0xff,
+  0x01, 0x00, 0xff, 0xff, 0xf9, 0xff, 0x03, 0x00, 0x0c, 0x00, 0x01, 0x00, 0xfe, 0xff, 0x03, 0x00,
+  0xff, 0xff, 0xfe, 0xff, 0xfc, 0xff, 0xfc, 0xff, 0x00, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x04, 0x00,
+  0xff, 0xff, 0xff, 0xff, 0x04, 0x00, 0x05, 0x00, 0x00, 0x00, 0x01, 0x00, 0xfd, 0xff, 0x02, 0x00,
+  0xfe, 0xff, 0x0a, 0x00, 0x01, 0x00, 0xff, 0xff, 0x03, 0x00, 0x08, 0x00, 0x00, 0x00, 0xfb, 0xff,
+  0x03, 0x00, 0x02, 0x00, 0x06, 0x00, 0xff, 0xff, 0x07, 0x00, 0x00, 0x00, 0xfc, 0xff, 0x02, 0x00,
+  0xff, 0xff, 0x06, 0x00, 0xfc, 0xff, 0xfc, 0xff, 0x04, 0x00, 0x00, 0x00, 0xfa, 0xff, 0x06, 0x00,
+  0xfe, 0xff, 0xfd, 0xff, 0x09, 0x00, 0x01, 0x00, 0xf8, 0xff, 0xff, 0xff, 0x00, 0x00, 0x07, 0x00,
+  0x00, 0x00, 0x03, 0x00, 0xfd, 0xff, 0x00, 0x00, 0xfb, 0xff, 0x03, 0x00, 0xff, 0xff, 0x03, 0x00,
+  0x00, 0x00, 0xfe, 0xff, 0xfa, 0xff, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x00, 0x02, 0x00,
+  0xf9, 0xff, 0x07, 0x00, 0x00, 0x00, 0xff, 0xff, 0xf9, 0xff, 0xfd, 0xff, 0x01, 0x00, 0xfc, 0xff,
+  0x06, 0x00, 0xf8, 0xff, 0x00, 0x00, 0xf7, 0xff, 0xff, 0xff, 0xfa, 0xff, 0x00, 0x00, 0x00, 0x00,
+  0xfc, 0xff, 0x06, 0x00, 0x00, 0x00, 0xfe, 0xff, 0xf9, 0xff, 0xfa, 0xff, 0xf9, 0xff, 0xfe, 0xff,
+  0xff, 0xff, 0xfc, 0xff, 0x02, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00,
+  0x03, 0x00, 0x0a, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0xff, 0xff, 0xf5, 0xff, 0x05, 0x00,
+  0xfd, 0xff, 0xfe, 0xff, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0xfd, 0xff, 0x02, 0x00, 0x01, 0x00,
+  0xff, 0xff, 0x01, 0x00, 0x06, 0x00, 0x06, 0x00, 0x00, 0x00, 0xff, 0xff, 0xfa, 0xff, 0xfe, 0xff,
+  0x02, 0x00, 0x03, 0x00, 0xfd, 0xff, 0x05, 0x00, 0x00, 0x00, 0xfd, 0xff, 0xf7, 0xff, 0xff, 0xff,
+  0xfb, 0xff, 0xf8, 0xff, 0xfe, 0xff, 0x0b, 0x00, 0x00, 0x00, 0x01, 0x00, 0x04, 0x00, 0xff, 0xff,
+  0xf5, 0xff, 0xf8, 0xff, 0xfc, 0xff, 0x02, 0x00, 0x8c, 0xff, 0xff, 0xff, 0x90, 0xff, 0xff, 0xff,
+  0x94, 0xff, 0xff, 0xff, 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, 0x64, 0x00, 0x00, 0x00, 0x68, 0x00, 0x00, 0x00,
+  0x6c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00, 0x00,
+  0x10, 0x00, 0x0c, 0x00, 0x07, 0x00, 0x08, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x08,
+  0x10, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x04, 0x00, 0x04, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x03, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x24, 0x01, 0x00, 0x00, 0xa4, 0x00, 0x00, 0x00, 0x78, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0xfa, 0xfe, 0xff, 0xff, 0x14, 0x00, 0x00, 0x00, 0x48, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x07, 0x44, 0x00, 0x00, 0x00, 0xec, 0xfe, 0xff, 0xff, 0x2c, 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, 0xb8, 0x19, 0x85, 0x39,
+  0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x80, 0x3f, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x03, 0x00, 0x00, 0x00, 0x6f, 0x75, 0x74, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0f, 0x00, 0x08, 0x00, 0x04, 0x00,
+  0x0c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02,
+  0x10, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x62, 0x69, 0x61, 0x73, 0x00, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x92, 0xff, 0xff, 0xff, 0x14, 0x00, 0x00, 0x00,
+  0x4c, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x07, 0x4c, 0x00, 0x00, 0x00,
+  0x84, 0xff, 0xff, 0xff, 0x30, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0xdd, 0x58, 0xa4, 0x3a, 0x01, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x80, 0x3f, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x77, 0x65, 0x69, 0x67, 0x68, 0x74, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00,
+  0x40, 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, 0x58, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x07, 0x54, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x14, 0x00,
+  0x04, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00,
+  0x24, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x7e, 0x87, 0xb9, 0x39, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x80, 0x3f, 0x01, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x69, 0x6e, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x40, 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,
+  0x09, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09, 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<int16_t> input_data = {
+  -39, 0,   107, -69, 99,  27,  80,  52,  -5,  29,  38,  23,  -123, -46,  -40,  -89,
+  -32, -89, -30, 79,  60,  49,  51,  70,  -82, 78,  14,  2,   -86,  -115, -121, 32,
+  97,  56,  55,  -98, 40,  111, -12, 27,  15,  -7,  39,  87,  -67,  -25,  86,   30,
+  17,  25,  -73, 108, -93, -78, 41,  106, 117, -74, -79, -31, 0,    -98,  56,   -81};
+
+const std::vector<int16_t> reference_output_data = {2, 3, 10, 2, 3, 4, 1, -2};
+
+} // namespace s16_fully_connected
+
 class TestDataS8FullyConnected : public TestDataFullyConnectedBase<int8_t>
 {
 public:
@@ -135,6 +273,19 @@ class TestDataS8FullyConnected : public TestDataFullyConnectedBase<int8_t>
   ~TestDataS8FullyConnected() override = default;
 };
 
+class TestDataS16FullyConnected : public TestDataFullyConnectedBase<int16_t>
+{
+public:
+  TestDataS16FullyConnected()
+  {
+    _input_data = s16_fully_connected::input_data;
+    _reference_output_data = s16_fully_connected::reference_output_data;
+    _test_kernel_model_circle = s16_fully_connected::test_kernel_model_circle;
+  }
+
+  ~TestDataS16FullyConnected() override = default;
+};
+
 } // namespace test_model
 } // namespace onert_micro
 
diff --git a/onert-micro/onert-micro/src/execute/kernels/FullyConnected.cpp b/onert-micro/onert-micro/src/execute/kernels/FullyConnected.cpp
index c86e7146be7..981e93df324 100644
--- a/onert-micro/onert-micro/src/execute/kernels/FullyConnected.cpp
+++ b/onert-micro/onert-micro/src/execute/kernels/FullyConnected.cpp
@@ -32,9 +32,6 @@ using namespace onert_micro::execute;
 namespace
 {
 
-constexpr uint32_t numInput = 3;
-constexpr uint32_t numOutput = 1;
-
 constexpr uint32_t inputTensorIdx = 0;
 constexpr uint32_t weightTensorIdx = 1;
 constexpr uint32_t biasTensorIdx = 2;
@@ -69,9 +66,9 @@ void calculateOpDataFullyConnected(const circle::Tensor *input, const circle::Te
   const float weight_scale = *weights->quantization()->scale()->begin();
   const float output_scale = *output->quantization()->scale()->begin();
 
-  const float input_zero_point = *input->quantization()->zero_point()->begin();
-  const float weights_zero_point = *weights->quantization()->zero_point()->begin();
-  const float output_zero_point = *output->quantization()->zero_point()->begin();
+  const long input_zero_point = *input->quantization()->zero_point()->begin();
+  const long weights_zero_point = *weights->quantization()->zero_point()->begin();
+  const long output_zero_point = *output->quantization()->zero_point()->begin();
 
   real_multiplier =
     execute::getQuantizedConvolutionMultipler(input_scale, weight_scale, output_scale);
@@ -144,7 +141,7 @@ onert_micro::execute::execute_kernel_CircleFullyConnected(const OMExecuteArgs &e
 #ifndef DIS_FLOAT
     case circle::TensorType_FLOAT32:
     {
-      FullyConnectedParams params;
+      FullyConnectedParams params{};
       status = calculateActivationRange(options->fused_activation_function(),
                                         &params.float_activation_min, &params.float_activation_max);
       if (status != Ok)
@@ -161,7 +158,7 @@ onert_micro::execute::execute_kernel_CircleFullyConnected(const OMExecuteArgs &e
 #ifndef DIS_QUANT
     case circle::TensorType_INT8:
     {
-      FullyConnectedParams op_params;
+      FullyConnectedParams op_params{};
 
       calculateOpDataFullyConnected(input, weight, output, options->fused_activation_function(),
                                     op_params);
@@ -175,7 +172,7 @@ onert_micro::execute::execute_kernel_CircleFullyConnected(const OMExecuteArgs &e
     break;
     case circle::TensorType_INT16:
     {
-      FullyConnectedParams op_params;
+      FullyConnectedParams op_params{};
 
       calculateOpDataFullyConnected(input, weight, output, options->fused_activation_function(),
                                     op_params);
diff --git a/onert-micro/onert-micro/src/execute/kernels/tests/FullyConnected.test.cpp b/onert-micro/onert-micro/src/execute/kernels/tests/FullyConnected.test.cpp
index dd1ab900ab2..5085341b761 100644
--- a/onert-micro/onert-micro/src/execute/kernels/tests/FullyConnected.test.cpp
+++ b/onert-micro/onert-micro/src/execute/kernels/tests/FullyConnected.test.cpp
@@ -41,7 +41,7 @@ TEST_F(FullyConnectedTest, Float_P)
   EXPECT_THAT(output_data_vector, test_data_kernel.get_output_data_by_index(0));
 }
 
-TEST_F(FullyConnectedTest, Float_S8)
+TEST_F(FullyConnectedTest, S8_P)
 {
   onert_micro::test_model::TestDataS8FullyConnected test_data_kernel;
   std::vector<int8_t> output_data_vector =
@@ -49,6 +49,14 @@ TEST_F(FullyConnectedTest, Float_S8)
   EXPECT_THAT(output_data_vector, test_data_kernel.get_output_data_by_index(0));
 }
 
+TEST_F(FullyConnectedTest, S16_P)
+{
+  onert_micro::test_model::TestDataS16FullyConnected test_data_kernel;
+  std::vector<int16_t> output_data_vector =
+    onert_micro::execute::testing::checkKernel<int16_t>(1, &test_data_kernel);
+  EXPECT_THAT(output_data_vector, test_data_kernel.get_output_data_by_index(0));
+}
+
 TEST_F(FullyConnectedTest, Wrong_weight_shape_NEG)
 {
   onert_micro::test_model::NegTestDataWrongWeightShapeFullyConnectedKernel test_data_kernel;
@@ -63,7 +71,12 @@ TEST_F(FullyConnectedTest, Wrong_bias_shape_NEG)
   EXPECT_DEATH(checkNEGSISOKernel(&test_data_kernel), "");
 }
 
-// TODO: add S16 test and more NEG tests
+TEST_F(FullyConnectedTest, No_zero_points_NEG)
+{
+  onert_micro::test_model::NegTestDataNoZeroPointsFullyConnectedKernel test_data_kernel;
+
+  EXPECT_DEATH(checkNEGSISOKernel(&test_data_kernel), "");
+}
 
 } // namespace testing
 } // namespace execute
diff --git a/onert-micro/onert-micro/src/import/kernels/FullyConnected.cpp b/onert-micro/onert-micro/src/import/kernels/FullyConnected.cpp
index fa668b7517e..3d6f03ba3fa 100644
--- a/onert-micro/onert-micro/src/import/kernels/FullyConnected.cpp
+++ b/onert-micro/onert-micro/src/import/kernels/FullyConnected.cpp
@@ -104,9 +104,17 @@ onert_micro::import::configure_kernel_CircleFullyConnected(const OMConfigureArgs
   if (output->quantization()->scale() == nullptr or output->quantization()->scale()->size() != 1)
     return UnsupportedQuantizationType;
 
+  if (output->quantization()->zero_point() == nullptr or
+      output->quantization()->zero_point()->size() != 1)
+    return UnsupportedQuantizationType;
+
   if (weight->quantization()->scale() == nullptr or weight->quantization()->scale()->size() != 1)
     return UnsupportedQuantizationType;
 
+  if (weight->quantization()->zero_point() == nullptr or
+      weight->quantization()->zero_point()->size() != 1)
+    return UnsupportedQuantizationType;
+
 #endif // DIS_QUANT
 
   return status;