diff --git a/examples/app_flash_single_model_arena_ext_mem/Makefile b/examples/app_flash_single_model_arena_ext_mem/Makefile
new file mode 100644
index 000000000..a554210c8
--- /dev/null
+++ b/examples/app_flash_single_model_arena_ext_mem/Makefile
@@ -0,0 +1,33 @@
+TARGET = XCORE-AI-EXPLORER
+APP_NAME =
+
+APP_FLAGS  = -report \
+-O3 -mcmodel=large -fxscope -Wno-xcore-fptrgroup \
+-DSHARED_TENSOR_ARENA \
+-g \
+-lquadflash
+
+# *******************************************************
+# Include AI Tools library and headers
+# *******************************************************
+# The following variables are defined for AI Tools library 
+# and should be included when building the app.
+# XMOS_AITOOLSLIB_DEFINITIONS
+# XMOS_AITOOLSLIB_INCLUDES
+# XMOS_AITOOLSLIB_LIBRARIES
+#
+ifeq ($(XMOS_AITOOLSLIB_PATH),)
+$(error Path to XMOS AI Tools library and headers not set correctly!)
+endif
+include ${XMOS_AITOOLSLIB_PATH}/buildfiles/aitoolslib.make
+
+XCC_FLAGS = $(APP_FLAGS) $(XMOS_AITOOLSLIB_DEFINITIONS) $(XMOS_AITOOLSLIB_INCLUDES)
+XCC_CPP_FLAGS = $(APP_FLAGS) -std=c++14 $(XMOS_AITOOLSLIB_DEFINITIONS) $(XMOS_AITOOLSLIB_INCLUDES)
+XCC_MAP_FLAGS = $(APP_FLAGS) $(XMOS_AITOOLSLIB_LIBRARIES)
+
+#=============================================================================
+# The following part of the Makefile includes the common build infrastructure
+# for compiling XMOS applications. You should not need to edit below here.
+
+XMOS_MAKE_PATH ?= ../..
+include $(XMOS_MAKE_PATH)/xcommon/module_xcommon/build/Makefile.common
diff --git a/examples/app_flash_single_model_arena_ext_mem/README.rst b/examples/app_flash_single_model_arena_ext_mem/README.rst
new file mode 100644
index 000000000..8bf0582c0
--- /dev/null
+++ b/examples/app_flash_single_model_arena_ext_mem/README.rst
@@ -0,0 +1,35 @@
+Example with flash and tensor arena on external memory
+==================
+
+Please consult `here <../../docs/rst/flow.rst>`_ on how to install the tools.
+
+This is an example with one network using a tensor arena in external memory.
+This is much slower than having the tensor arena in the 512 kB SRAM, but it allows tensor arenas to have a size larger than 512 kB.
+
+The differences with the ``app_flash_single_model`` example are minimal:
+
+* The shared-arena definition ``-DSHARED_TENSOR_ARENA`` has been added to the
+  Makefile; this allows the application to define the tensor arena buffer.
+
+* In support.cpp a tensor arena is declared in external memory::\
+
+    __attribute__ ((section(".ExtMem.bss")))
+    uint8_t tensor_arena[LARGEST_TENSOR_ARENA_SIZE] __attribute__((aligned(8)));
+
+In order to compile and run this example follow these steps::
+
+  xcore-opt --xcore-weights-file=model.params vww_quant.tflite -o model.tflite
+  mv model.tflite.cpp model.tflite.h src
+  xmake
+  python -c 'from xmos_ai_tools import xformer as xf; xf.generate_flash(
+        output_file="xcore_flash_binary.out",
+        model_files=["model.tflite"],
+        param_files=["model.params"]
+  )'
+  xflash --target XCORE-AI-EXPLORER --data xcore_flash_binary.out
+  xrun --xscope bin/app_flash_single_model.xe
+
+This should print::
+
+  No human (9%)
+  Human (98%)
diff --git a/examples/app_flash_single_model_arena_ext_mem/src/config.xscope b/examples/app_flash_single_model_arena_ext_mem/src/config.xscope
new file mode 100644
index 000000000..ef80fed5b
--- /dev/null
+++ b/examples/app_flash_single_model_arena_ext_mem/src/config.xscope
@@ -0,0 +1,3 @@
+<?xml version="1.0" encoding="UTF-8"?>
+
+<xSCOPEconfig ioMode="basic" enabled="true"/>
diff --git a/examples/app_flash_single_model_arena_ext_mem/src/image.h b/examples/app_flash_single_model_arena_ext_mem/src/image.h
new file mode 100644
index 000000000..dc3c860a3
--- /dev/null
+++ b/examples/app_flash_single_model_arena_ext_mem/src/image.h
@@ -0,0 +1,27650 @@
+int8_t image[3*96*96] = {
+ 73,
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diff --git a/examples/app_flash_single_model_arena_ext_mem/src/image2.h b/examples/app_flash_single_model_arena_ext_mem/src/image2.h
new file mode 100644
index 000000000..4daa44d76
--- /dev/null
+++ b/examples/app_flash_single_model_arena_ext_mem/src/image2.h
@@ -0,0 +1,27650 @@
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diff --git a/examples/app_flash_single_model_arena_ext_mem/src/main.cpp.1 b/examples/app_flash_single_model_arena_ext_mem/src/main.cpp.1
new file mode 100644
index 000000000..24c6ca867
--- /dev/null
+++ b/examples/app_flash_single_model_arena_ext_mem/src/main.cpp.1
@@ -0,0 +1,62 @@
+#include <xcore/chanend.h>
+#include <xcore/channel.h>
+#include <xcore/parallel.h>
+#include <xcore/port.h>
+#include <stdio.h>
+#include <string.h>
+#include "flash_server.h"
+#include "model.tflite.h"
+
+#include "image.h"
+#include "image2.h"
+
+#if defined(SHARED_TENSOR_ARENA)
+// This buffer has to be called `tensor_arena` for the generated model to find it
+__attribute__ ((section(".ExtMem.bss")))
+uint8_t tensor_arena[LARGEST_TENSOR_ARENA_SIZE] __attribute__((aligned(8)));
+#endif
+
+#define NFLASH_SPECS 1
+
+fl_QuadDeviceSpec flash_spec[NFLASH_SPECS] = {
+    FL_QUADDEVICE_DEFAULT //FL_QUADDEVICE_MACRONIX_MX25R6435FM2IH0
+};
+
+fl_QSPIPorts qspi = {
+    PORT_SQI_CS,
+    PORT_SQI_SCLK,
+    PORT_SQI_SIO,
+    XS1_CLKBLK_2
+};
+
+DECLARE_JOB(flash_server, (chanend_t *, flash_t*, int,
+                           fl_QSPIPorts*, fl_QuadDeviceSpec*, int));
+DECLARE_JOB(nn_thread,  (chanend_t));
+
+void nn_thread(chanend_t x) {
+    model_init((void *)x);
+    int8_t *inputs = (int8_t *)model_input_ptr(0);
+    int8_t *outputs = (int8_t *)model_output_ptr(0);
+    memcpy(inputs, image, sizeof(image));     // copy data to inputs
+    model_invoke();
+    printf("%s (%d%%)\n", outputs[0] > outputs[1] ? "No human" : "Human", (outputs[1]+128)*100/255);
+    memcpy(inputs, image2, sizeof(image2));   // copy data to inputs
+    model_invoke();
+    printf("%s (%d%%)\n", outputs[0] > outputs[1] ? "No human" : "Human", (outputs[1]+128)*100/255);
+    chan_out_word(x, FLASH_SERVER_QUIT);
+}
+
+#define NNETWORKS 1
+
+int main(void) {
+    flash_t headers[NNETWORKS];
+    chanend_t flash_server_chanends[NNETWORKS];
+    channel_t c_flash     = chan_alloc();
+    flash_server_chanends[0] = c_flash.end_a;
+
+    PAR_JOBS(
+        PJOB(flash_server, (flash_server_chanends, headers, NNETWORKS,
+                            &qspi, &flash_spec[0], NFLASH_SPECS)),
+        PJOB(nn_thread,  (c_flash.end_b))
+        );
+}
diff --git a/examples/app_flash_single_model_arena_ext_mem/src/main.xc b/examples/app_flash_single_model_arena_ext_mem/src/main.xc
new file mode 100644
index 000000000..81a08b1d6
--- /dev/null
+++ b/examples/app_flash_single_model_arena_ext_mem/src/main.xc
@@ -0,0 +1,36 @@
+#include <platform.h>
+#include <stdio.h>
+#include "flash_server.h"
+
+#define NFLASH_SPECS 1
+
+fl_QuadDeviceSpec flash_spec[NFLASH_SPECS] = {
+    FL_QUADDEVICE_DEFAULT //FL_QUADDEVICE_MACRONIX_MX25R6435FM2IH0
+};
+
+on tile[0]: fl_QSPIPorts qspi = {
+    PORT_SQI_CS,
+    PORT_SQI_SCLK,
+    PORT_SQI_SIO,
+    XS1_CLKBLK_2
+};
+
+extern void inferencer(chanend x);
+
+int main(void) {
+    chan x[1];
+
+    par {
+        on tile[0]: {
+            flash_t headers[1];
+            flash_server(x, headers, 1, qspi, flash_spec, 1);            
+        }
+
+        on tile[1]: {
+            unsafe {
+                inferencer(x[0]);
+            }
+        }
+    }
+    return 0;
+}
diff --git a/examples/app_flash_single_model_arena_ext_mem/src/support.cpp b/examples/app_flash_single_model_arena_ext_mem/src/support.cpp
new file mode 100644
index 000000000..c349215c1
--- /dev/null
+++ b/examples/app_flash_single_model_arena_ext_mem/src/support.cpp
@@ -0,0 +1,32 @@
+#include <stdio.h>
+#include <string.h>
+#include <xcore/channel.h>
+#include "flash_server.h"
+
+#include "model.tflite.h"
+#include "image.h"
+#include "image2.h"
+
+#if defined(SHARED_TENSOR_ARENA)
+__attribute__ ((section(".ExtMem.bss")))
+uint8_t tensor_arena[LARGEST_TENSOR_ARENA_SIZE] __attribute__((aligned(8)));
+#endif
+
+void run(unsigned x) {
+    model_init((void *)x);
+    int8_t *inputs = (int8_t *)model_input_ptr(0);
+    int8_t *outputs = (int8_t *)model_output_ptr(0);
+    memcpy(inputs, image, sizeof(image));     // copy data to inputs
+    model_invoke();
+    printf("%s (%d%%)\n", outputs[0] > outputs[1] ? "No human" : "Human", (outputs[1]+128)*100/255);
+    memcpy(inputs, image2, sizeof(image2));   // copy data to inputs
+    model_invoke();
+    printf("%s (%d%%)\n", outputs[0] > outputs[1] ? "No human" : "Human", (outputs[1]+128)*100/255);
+    chan_out_word(x, FLASH_SERVER_QUIT);
+}
+
+extern "C" {
+    void inferencer(unsigned x) {
+        run(x);
+    }
+}
diff --git a/examples/app_flash_single_model_arena_ext_mem/vww_quant.tflite b/examples/app_flash_single_model_arena_ext_mem/vww_quant.tflite
new file mode 100644
index 000000000..2abf500af
Binary files /dev/null and b/examples/app_flash_single_model_arena_ext_mem/vww_quant.tflite differ