diff --git a/inference-engine/src/plaidml_plugin/ops/swish.cpp b/inference-engine/src/plaidml_plugin/ops/swish.cpp
new file mode 100644
index 00000000000000..94aba056484b4c
--- /dev/null
+++ b/inference-engine/src/plaidml_plugin/ops/swish.cpp
@@ -0,0 +1,25 @@
+// Copyright (C) 2020 Intel Corporation
+// SPDX-License-Identifier: Apache-2.0
+//
+
+#include "plaidml_ops.hpp"
+
+#include "ngraph/opsets/opset.hpp"
+#include "ngraph/opsets/opset4.hpp"
+
+#include "plaidml/op/op.h"
+
+using namespace plaidml;          // NOLINT[build/namespaces]
+using namespace InferenceEngine;  // NOLINT[build/namespaces]
+
+namespace PlaidMLPlugin {
+
+static OpRegistration reg("swish", [](const Context& ctx) {
+  IE_ASSERT(ctx.operands.size() == 2);
+  auto I = ctx.operands.at(0);
+  auto beta = ctx.operands.at(1);
+
+  return edsl::make_tuple(I / (1.0 + edsl::exp(-(beta * I))));
+});
+
+}  // namespace PlaidMLPlugin
diff --git a/inference-engine/tests/functional/plugin/plaidml/shared_tests_instances/single_layer_tests/activation.cpp b/inference-engine/tests/functional/plugin/plaidml/shared_tests_instances/single_layer_tests/activation.cpp
index ba3cb408756224..77c39fbb983433 100644
--- a/inference-engine/tests/functional/plugin/plaidml/shared_tests_instances/single_layer_tests/activation.cpp
+++ b/inference-engine/tests/functional/plugin/plaidml/shared_tests_instances/single_layer_tests/activation.cpp
@@ -40,6 +40,7 @@ const std::map<ActivationTypes, std::vector<std::vector<float>>> activationTypes
         {HardSigmoid, {{0.2f, 0.5f}}},
         {Selu,        {{1.6732f, 1.0507f}}},
         {Ceiling,     {{}}},
+        {Swish,       {{1.0f}}}
         // {Mish,        {{}}},
         // {HSwish,      {{}}},
         // {SoftPlus,    {{}}}