From 838123e8d220356b42e77f6678fdddd6465d1424 Mon Sep 17 00:00:00 2001
From: didihou <didi.hou@rwth-aachen.de>
Date: Thu, 14 Sep 2023 01:10:24 +0200
Subject: [PATCH] /

---
 .../multi-area-model-checkpoint.ipynb         | 251 +++++++-----------
 .../M2E_LOAD_DATA-checkpoint.py               |  49 +---
 ...instantaneous_and_mean_rate-checkpoint.py} |   0
 figures/MAM2EBRAINS/M2E_LOAD_DATA.py          |  49 +---
 ..._visualize_instantaneous_and_mean_rate.py} |   0
 .../M2E_visualize_resting_state.py            |   2 +-
 multi-area-model.ipynb                        | 251 +++++++-----------
 .../viscortex_processed_data.json             |   2 +-
 8 files changed, 216 insertions(+), 388 deletions(-)
 rename figures/MAM2EBRAINS/.ipynb_checkpoints/{M2E_visualize_instaneous_and_mean_rate-checkpoint.py => M2E_visualize_instantaneous_and_mean_rate-checkpoint.py} (100%)
 rename figures/MAM2EBRAINS/{M2E_visualize_instaneous_and_mean_rate.py => M2E_visualize_instantaneous_and_mean_rate.py} (100%)

diff --git a/.ipynb_checkpoints/multi-area-model-checkpoint.ipynb b/.ipynb_checkpoints/multi-area-model-checkpoint.ipynb
index e766a47..95ab02b 100644
--- a/.ipynb_checkpoints/multi-area-model-checkpoint.ipynb
+++ b/.ipynb_checkpoints/multi-area-model-checkpoint.ipynb
@@ -45,7 +45,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 49,
+   "execution_count": 1,
    "id": "9d6cc7d9-3110-4d96-9f9a-9ec7dee6d145",
    "metadata": {},
    "outputs": [],
@@ -63,12 +63,34 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 53,
+   "execution_count": 2,
    "id": "96517739",
    "metadata": {
     "tags": []
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "              -- N E S T --\n",
+      "  Copyright (C) 2004 The NEST Initiative\n",
+      "\n",
+      " Version: 3.5\n",
+      " Built: Jul 12 2023 06:25:27\n",
+      "\n",
+      " This program is provided AS IS and comes with\n",
+      " NO WARRANTY. See the file LICENSE for details.\n",
+      "\n",
+      " Problems or suggestions?\n",
+      "   Visit https://www.nest-simulator.org\n",
+      "\n",
+      " Type 'nest.help()' to find out more about NEST.\n",
+      "\n"
+     ]
+    }
+   ],
    "source": [
     "%matplotlib inline\n",
     "import numpy as np\n",
@@ -86,7 +108,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 54,
+   "execution_count": 3,
    "id": "7e07b0d0",
    "metadata": {
     "tags": []
@@ -99,7 +121,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 55,
+   "execution_count": 4,
    "id": "1d440c07-9b69-4e52-8573-26b13493bc5a",
    "metadata": {
     "tags": []
@@ -189,7 +211,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 56,
+   "execution_count": 5,
    "id": "60265d52",
    "metadata": {},
    "outputs": [],
@@ -226,7 +248,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 57,
+   "execution_count": 6,
    "id": "6e4bed8d",
    "metadata": {},
    "outputs": [],
@@ -309,7 +331,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 58,
+   "execution_count": 7,
    "id": "ab25f9f8",
    "metadata": {},
    "outputs": [
@@ -341,10 +363,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 59,
+   "execution_count": 8,
    "id": "6a7ddf0e",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iteration: 0\n",
+      "Mean-field theory predicts an average firing rate of 29.588 spikes/s across all populations.\n"
+     ]
+    }
+   ],
    "source": [
     "p, r = M.theory.integrate_siegert()\n",
     "print(\"Mean-field theory predicts an average \"\n",
@@ -369,7 +400,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 60,
+   "execution_count": 9,
    "id": "6316ac24",
    "metadata": {},
    "outputs": [],
@@ -385,7 +416,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 61,
+   "execution_count": 10,
    "id": "8408d463-557b-481b-afc1-5fbbbd67306d",
    "metadata": {},
    "outputs": [],
@@ -402,7 +433,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 62,
+   "execution_count": 11,
    "id": "445a722a",
    "metadata": {},
    "outputs": [],
@@ -419,34 +450,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 63,
+   "execution_count": 12,
    "id": "05512922-26e5-425f-90a4-0df7c2279ccf",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Error in library(\"aod\") : there is no package called ‘aod’\n",
-      "Execution halted\n"
-     ]
-    },
-    {
-     "ename": "ValueError",
-     "evalue": "The number of FixedLocator locations (33), usually from a call to set_ticks, does not match the number of ticklabels (32).",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn [63], line 2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mM2E_visualize_interareal_connectivity\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m visualize_interareal_connectivity\n\u001b[0;32m----> 2\u001b[0m visualize_interareal_connectivity(M)\n",
-      "File \u001b[0;32m~/MAM2EBRAINS/./figures/MAM2EBRAINS/M2E_visualize_interareal_connectivity.py:236\u001b[0m, in \u001b[0;36mvisualize_interareal_connectivity\u001b[0;34m(M)\u001b[0m\n\u001b[1;32m    233\u001b[0m X, Y \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mmeshgrid(x, y)\n\u001b[1;32m    235\u001b[0m ax\u001b[38;5;241m.\u001b[39mset_xticks([i \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m0.5\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m np\u001b[38;5;241m.\u001b[39marange(\u001b[38;5;241m0\u001b[39m, \u001b[38;5;28mlen\u001b[39m(area_list) \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m1\u001b[39m)])\n\u001b[0;32m--> 236\u001b[0m \u001b[43max\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mset_xticklabels\u001b[49m\u001b[43m(\u001b[49m\u001b[43marea_list\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrotation\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m90\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msize\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m6.\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m    238\u001b[0m ax\u001b[38;5;241m.\u001b[39mset_yticks([i \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m0.5\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m np\u001b[38;5;241m.\u001b[39marange(\u001b[38;5;241m0\u001b[39m, \u001b[38;5;28mlen\u001b[39m(area_list) \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m1\u001b[39m)])\n\u001b[1;32m    239\u001b[0m ax\u001b[38;5;241m.\u001b[39mset_yticklabels(area_list[::\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m], size\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m6.\u001b[39m)\n",
-      "File \u001b[0;32m/srv/main-spack-instance-2305/spack/opt/spack/linux-ubuntu20.04-x86_64/gcc-10.3.0/py-matplotlib-3.6.2-lhkot3cmeebfk5dp74dnubweq56upksc/lib/python3.8/site-packages/matplotlib/axes/_base.py:73\u001b[0m, in \u001b[0;36m_axis_method_wrapper.__set_name__.<locals>.wrapper\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m     72\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mwrapper\u001b[39m(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[0;32m---> 73\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mget_method\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m/srv/main-spack-instance-2305/spack/opt/spack/linux-ubuntu20.04-x86_64/gcc-10.3.0/py-matplotlib-3.6.2-lhkot3cmeebfk5dp74dnubweq56upksc/lib/python3.8/site-packages/matplotlib/axis.py:1968\u001b[0m, in \u001b[0;36mAxis._set_ticklabels\u001b[0;34m(self, labels, fontdict, minor, **kwargs)\u001b[0m\n\u001b[1;32m   1966\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m fontdict \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m   1967\u001b[0m     kwargs\u001b[38;5;241m.\u001b[39mupdate(fontdict)\n\u001b[0;32m-> 1968\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mset_ticklabels\u001b[49m\u001b[43m(\u001b[49m\u001b[43mlabels\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mminor\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mminor\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m/srv/main-spack-instance-2305/spack/opt/spack/linux-ubuntu20.04-x86_64/gcc-10.3.0/py-matplotlib-3.6.2-lhkot3cmeebfk5dp74dnubweq56upksc/lib/python3.8/site-packages/matplotlib/axis.py:1890\u001b[0m, in \u001b[0;36mAxis.set_ticklabels\u001b[0;34m(self, ticklabels, minor, **kwargs)\u001b[0m\n\u001b[1;32m   1886\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(locator, mticker\u001b[38;5;241m.\u001b[39mFixedLocator):\n\u001b[1;32m   1887\u001b[0m     \u001b[38;5;66;03m# Passing [] as a list of ticklabels is often used as a way to\u001b[39;00m\n\u001b[1;32m   1888\u001b[0m     \u001b[38;5;66;03m# remove all tick labels, so only error for > 0 ticklabels\u001b[39;00m\n\u001b[1;32m   1889\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(locator\u001b[38;5;241m.\u001b[39mlocs) \u001b[38;5;241m!=\u001b[39m \u001b[38;5;28mlen\u001b[39m(ticklabels) \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(ticklabels) \u001b[38;5;241m!=\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[0;32m-> 1890\u001b[0m         \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m   1891\u001b[0m             \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mThe number of FixedLocator locations\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m   1892\u001b[0m             \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m (\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mlen\u001b[39m(locator\u001b[38;5;241m.\u001b[39mlocs)\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m), usually from a call to\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m   1893\u001b[0m             \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m set_ticks, does not match\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m   1894\u001b[0m             \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m the number of ticklabels (\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mlen\u001b[39m(ticklabels)\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m).\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m   1895\u001b[0m     tickd \u001b[38;5;241m=\u001b[39m {loc: lab \u001b[38;5;28;01mfor\u001b[39;00m loc, lab \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mzip\u001b[39m(locator\u001b[38;5;241m.\u001b[39mlocs, ticklabels)}\n\u001b[1;32m   1896\u001b[0m     func \u001b[38;5;241m=\u001b[39m functools\u001b[38;5;241m.\u001b[39mpartial(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_format_with_dict, tickd)\n",
-      "\u001b[0;31mValueError\u001b[0m: The number of FixedLocator locations (33), usually from a call to set_ticks, does not match the number of ticklabels (32)."
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "%%capture captured\n",
     "# from M2E_visualize_interareal_connectivity import visualize_interareal_connectivity\n",
@@ -483,7 +490,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 13,
    "id": "15778e9c",
    "metadata": {},
    "outputs": [
@@ -493,72 +500,72 @@
      "text": [
       "Prepared simulation in 0.00 seconds.\n",
       "Rank 0: created area V1 with 0 local nodes\n",
-      "Memory after V1 : 1911.70 MB\n",
+      "Memory after V1 : 1498.99 MB\n",
       "Rank 0: created area V2 with 0 local nodes\n",
-      "Memory after V2 : 1938.30 MB\n",
+      "Memory after V2 : 1525.70 MB\n",
       "Rank 0: created area VP with 0 local nodes\n",
-      "Memory after VP : 1967.50 MB\n",
+      "Memory after VP : 1554.91 MB\n",
       "Rank 0: created area V3 with 0 local nodes\n",
-      "Memory after V3 : 1995.87 MB\n",
+      "Memory after V3 : 1583.20 MB\n",
       "Rank 0: created area V3A with 0 local nodes\n",
-      "Memory after V3A : 2015.69 MB\n",
+      "Memory after V3A : 1603.01 MB\n",
       "Rank 0: created area MT with 0 local nodes\n",
-      "Memory after MT : 2041.32 MB\n",
+      "Memory after MT : 1628.63 MB\n",
       "Rank 0: created area V4t with 0 local nodes\n",
-      "Memory after V4t : 2066.22 MB\n",
+      "Memory after V4t : 1653.60 MB\n",
       "Rank 0: created area V4 with 0 local nodes\n",
-      "Memory after V4 : 2093.25 MB\n",
+      "Memory after V4 : 1680.65 MB\n",
       "Rank 0: created area VOT with 0 local nodes\n",
-      "Memory after VOT : 2118.44 MB\n",
+      "Memory after VOT : 1705.83 MB\n",
       "Rank 0: created area MSTd with 0 local nodes\n",
-      "Memory after MSTd : 2140.03 MB\n",
+      "Memory after MSTd : 1727.25 MB\n",
       "Rank 0: created area PIP with 0 local nodes\n",
-      "Memory after PIP : 2161.38 MB\n",
+      "Memory after PIP : 1748.71 MB\n",
       "Rank 0: created area PO with 0 local nodes\n",
-      "Memory after PO : 2182.89 MB\n",
+      "Memory after PO : 1770.17 MB\n",
       "Rank 0: created area DP with 0 local nodes\n",
-      "Memory after DP : 2203.16 MB\n",
+      "Memory after DP : 1790.31 MB\n",
       "Rank 0: created area MIP with 0 local nodes\n",
-      "Memory after MIP : 2224.65 MB\n",
+      "Memory after MIP : 1811.92 MB\n",
       "Rank 0: created area MDP with 0 local nodes\n",
-      "Memory after MDP : 2246.05 MB\n",
+      "Memory after MDP : 1833.39 MB\n",
       "Rank 0: created area VIP with 0 local nodes\n",
-      "Memory after VIP : 2268.10 MB\n",
+      "Memory after VIP : 1855.34 MB\n",
       "Rank 0: created area LIP with 0 local nodes\n",
-      "Memory after LIP : 2292.05 MB\n",
+      "Memory after LIP : 1879.32 MB\n",
       "Rank 0: created area PITv with 0 local nodes\n",
-      "Memory after PITv : 2317.39 MB\n",
+      "Memory after PITv : 1904.55 MB\n",
       "Rank 0: created area PITd with 0 local nodes\n",
-      "Memory after PITd : 2342.60 MB\n",
+      "Memory after PITd : 1929.69 MB\n",
       "Rank 0: created area MSTl with 0 local nodes\n",
-      "Memory after MSTl : 2364.06 MB\n",
+      "Memory after MSTl : 1951.18 MB\n",
       "Rank 0: created area CITv with 0 local nodes\n",
-      "Memory after CITv : 2383.12 MB\n",
+      "Memory after CITv : 1970.32 MB\n",
       "Rank 0: created area CITd with 0 local nodes\n",
-      "Memory after CITd : 2402.46 MB\n",
+      "Memory after CITd : 1989.68 MB\n",
       "Rank 0: created area FEF with 0 local nodes\n",
-      "Memory after FEF : 2423.93 MB\n",
+      "Memory after FEF : 2011.17 MB\n",
       "Rank 0: created area TF with 0 local nodes\n",
-      "Memory after TF : 2439.57 MB\n",
+      "Memory after TF : 2026.81 MB\n",
       "Rank 0: created area AITv with 0 local nodes\n",
-      "Memory after AITv : 2462.29 MB\n",
+      "Memory after AITv : 2049.48 MB\n",
       "Rank 0: created area FST with 0 local nodes\n",
-      "Memory after FST : 2479.02 MB\n",
+      "Memory after FST : 2066.08 MB\n",
       "Rank 0: created area 7a with 0 local nodes\n",
-      "Memory after 7a : 2500.19 MB\n",
+      "Memory after 7a : 2087.40 MB\n",
       "Rank 0: created area STPp with 0 local nodes\n",
-      "Memory after STPp : 2518.91 MB\n",
+      "Memory after STPp : 2106.11 MB\n",
       "Rank 0: created area STPa with 0 local nodes\n",
-      "Memory after STPa : 2538.05 MB\n",
+      "Memory after STPa : 2125.16 MB\n",
       "Rank 0: created area 46 with 0 local nodes\n",
-      "Memory after 46 : 2553.50 MB\n",
+      "Memory after 46 : 2140.53 MB\n",
       "Rank 0: created area AITd with 0 local nodes\n",
-      "Memory after AITd : 2576.05 MB\n",
+      "Memory after AITd : 2163.24 MB\n",
       "Rank 0: created area TH with 0 local nodes\n",
-      "Memory after TH : 2588.76 MB\n",
-      "Created areas and internal connections in 2.33 seconds.\n",
-      "Created cortico-cortical connections in 22.84 seconds.\n",
-      "Simulated network in 74.35 seconds.\n"
+      "Memory after TH : 2175.82 MB\n",
+      "Created areas and internal connections in 2.23 seconds.\n",
+      "Created cortico-cortical connections in 21.72 seconds.\n",
+      "Simulated network in 83.22 seconds.\n"
      ]
     }
    ],
@@ -597,21 +604,20 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 14,
    "id": "bea30fc8",
    "metadata": {},
    "outputs": [
     {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
+     "ename": "ModuleNotFoundError",
+     "evalue": "No module named 'M2E_visualize_instantaneous_and_mean_firing_rates'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn [14], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mM2E_visualize_instantaneous_and_mean_firing_rates\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m plot_instan_mean_firing_rate\n\u001b[1;32m      2\u001b[0m plot_instan_mean_firing_rate(M)\n",
+      "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'M2E_visualize_instantaneous_and_mean_firing_rates'"
+     ]
     }
    ],
    "source": [
@@ -637,25 +643,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": null,
    "id": "ae19bcc3",
    "metadata": {
     "tags": []
    },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 720x635.692 with 10 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "from M2E_visualize_resting_state import plot_resting_state\n",
     "plot_resting_state(M, A, label_spikes, data_path)"
@@ -674,62 +667,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": null,
    "id": "721d1f03-df25-468d-8075-a807025a9c58",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "0 V1\n",
-      "1 V2\n",
-      "2 VP\n",
-      "3 V3\n",
-      "4 PIP\n",
-      "5 V3A\n",
-      "6 MT\n",
-      "7 V4t\n",
-      "8 V4\n",
-      "9 PO\n",
-      "10 VOT\n",
-      "11 DP\n",
-      "12 MIP\n",
-      "13 MDP\n",
-      "14 MSTd\n",
-      "15 VIP\n",
-      "16 LIP\n",
-      "17 PITv\n",
-      "18 PITd\n",
-      "19 AITv\n",
-      "20 MSTl\n",
-      "21 FST\n",
-      "22 CITv\n",
-      "23 CITd\n",
-      "24 7a\n",
-      "25 STPp\n",
-      "26 STPa\n",
-      "27 FEF\n",
-      "28 46\n",
-      "29 TF\n",
-      "30 TH\n",
-      "31 AITd\n",
-      "['23E', '23I', '4E', '4I', '5E', '5I', '6E', '6I']\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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Vr1dIukrSvIhYXzBuM7Ox1wt3DUXEn0ZEX0T0kVwRe9fI11XbjIg4PSIeK9Dmn0TEwentqIuBOyuTAICkAyQpfb0wjfeFOt+jmdkYSiedK7KVVCMXrQ4Hft7qQEZIuhAgIpYB5wIXSRoEtgOLo8jqH2Zm46nDzwgamYb6p60OIiLuBu5OXy+r2L8UWNrq/szMWqYL1ixuaBhb0mzgAuBkYDYvv8TkuYbMrDdIpb4jqIi6o5c0H/h34BXARmAG8CJ7EsJ6kgVqzMx6gEq9MH0RjZzPfBqYBbyR5FZOAe8gSQiXkTxD8Cstis/MrPx6bYoJkgRwdUTcRcUylRGxLSI+BjxAsoylmVn3U11TTJRSI5HNBR5MX+9O/51SUX4HyRKWZma9QX3FtpJqZITj5yRPEENyGWgHcFhF+UT2TgxmZl2sfU8WS5oGXAXsAu6OiC830k4j0T8EHA/JrUHAfwC/LelQSYcBS4AfNRKMmVnHUbIwTZGtWHO6RtLzkh6s2n+GpEckPSbpknT3OcDXIuIDwFsafQuNJIJbSCaCG/mr/1KSQeOfAI+nr/9XowGZmXWc1l4auhY4Y6/mpX7gSuBM4BjgPEnHAAcDT6bV6pn+fy+NPFB2FcmpyMjXd0o6BXhnGshNEfHtRgNqliZPZ+DY7JuWdt6VffbUl3dPcIEfqPqyZ+PeviF7uqShwV25fTCc/ZC1+vNvadu9o7k7fYd27cyto5zjNbR7R2Z5/8A+uX1se/H5zPIdG1/MLJ+0z6zcPoZ2Z7/X4d35P7OhnJ9J3s+9f2Bybh87t27MrZPlxSfyT+j7J2bHMXnGnMxygBgazCzP+9084R/X5vbx8JLjc+u0wnDx2ffnSVpZ8fXydNLMX4iIe9KrK5UWAo9FxFoASV8lmQh0HUkyuJ8mZpNuyVMQEbESWJlb0cysywQwmPNHWYX1EbGggW4OYs9f/pAkgJOBy4Glkn4daHiNg85+HM7MrM0i6koEjap1yhERsRV4b7ON5yaCBtcJjojwOIGZdb3hCHYMZq2ttZeZkpYDt9a5Stk64JCKrw8Gnq7j+zMVOSP4VAPtBh4wNrMeUccZwcaIWNJAF/cBR0k6HHiKZOr+UdeOr1eRRHB4qzozM+s2dY4R5J4RSLoeWEQysLwO+GREfEHSxcDtQD9wTUQ81HTwqdxEMBbTTpuZdYs6xwhyzwgi4rxR9q8AVtQZXiEeLDYza0KdZwSl1Mg01EUGjz1YbGY9ISJ6LxGQPXgcJLc5ebDYzHpCBONx19CYanTN4lrtvBL4fWAm8J68RiRNBu4BJqXf/7WI+GRVnUUkU1r8JN11Y0Rc2kDMZmZjos5LQ43eNTSmWrlm8eOS7iD5cH8v8NGcpnYC/zUitkgaAL4l6baI+G5VvXsj4qx64zQzGw/dMEbQ0rlT09lIvwa8u0jdiNiSfjmQbp19NM2s54yMERTZSC8NSfqNdsddaSzuGppIsnhNrnRGve8DRwJXRsT3alQ7RdJqkqfo/rCV986ambVCz10ayiJpAfBhYE2R+hExBJwgaRZwk6TjIqJyDu5VwPz08tGbgZtJprmu7ncJyToIHHrg/k29BzOzeozTXENjqpHbR0eb+3UOsA8wCLy/njYjYoOku0nm4H6wYv+mitcrJF0laV5ErK/6/uXAcoDXHHt0Z/9EzKyjDFPXXEOl1MgZwc94+bX8IPnr/VGS+bWfyGtE0r7A7jQJTAFOpWrRe0kHAM9FREhaSDKm8UIDMZuZjYk6zwi64/bRiFjUor4PBL6UjhP0ATdExD9LujDtZxlwLnCRpEFgO7A4HZA2MysNjxE0KCJ+CJxYY/+yitdLgaXjGZeZWT16coxgRHqp5m3AEemutcDNo9z5Y2bWlbrhOYJGBov7SQZmz+flq+Z8RNJ1wPvTO4LMzLpanQvTlFIjD5R9nOTJ4VuA1wGz0u31wDdIHib7eGvCMzMrt5EzgoIPlJVSI4ngfcAdEXFORHw3Ijal23ci4m3AnWkdM7PuF3Ulgq55sng/4K8yym8GPtNQNGZmHaYnJ50jeVbggIzyA9M6ZmZdLyj3ZZ8iGrk0dBnwO5KOry6QdCLw28CfNxuYmVkniPouDZVSI2cEryK5VXSlpG8CPyI5OzoGOA1YDRxdtZKZVywzs65U58I0pdTsCmVnplulk9Kt0vitWDY0xPCm7FkoYri5H5paMHl3/8RJmeXDQ4O5bURkv4++voGm41B/f3Z5gYOhvuw6u7dvyyzvH5ic28eUmXMyy3du2ZjbRp6hXTszy/OOJcDQ7t1N9TE8lH9X9sSp+2SW79z8UmZ5kZ/p0K4dmeW7d2zNbWPStBmZ5YM7t+e2kWdgyrSm28jTk88RUHuFMjOzntQNYwStXKHMzKzn9OSkc5UkzWXPGcJPIsIzg5pZT+nV20dJ7xi6HPgvVfvvBX43nVDOzKz79eKkc5KOA74FTCaZUmJkIZljgd8A7pX0Oi8paWa9oFcXprkU2A28LiIeqCxIk8Q9aZ3/1nx4Zmbl1qvTUL+BZKH5B6oLIuJBSVcBFzYdmZlZB+jV20enAc9mlD+T1jEz635dcEbQyKNRa4GzMsrPSuuYmXW9Xp2G+jrgTZK+IulYSf3pdpykLwOnA9e2NEozs5IaWZimyFZWjSSCzwD/BCwGfgjsSLfVwHlp2d/kNSLpEEl3SVoj6SFJH65RZ5GkjZLuT7dP1GrLzKxd6jwj6Pz1CCTtS7JG8UeBq4FzgMNIlqx8nGTN4n8t2Nwg8D8iYpWkfYDvS7ojIh6uqndvRGRdijIza5s67xrq3AfKlMxCdRXwfvasU/wd4G0R8fNGOo6IZ0gGlomIzZLWAAcB1YnAzKzUynz9v4iil4YuBpaQ3C10I/AAyXrFf9+KICQdBpwIfK9G8SmSVku6TdKxo3z/EkkrJa1cv6H5WSbNzIqKKHZZqMzJouiloXcDa4D/HBGbASRdDZwvaVZEbGg0AEnTga8DvxcRm6qKVwHzI2KLpDeTLIN5VHUbEbEcWA7wmlcfWd6jbWZdpxueIyh6RnA0cO1IEkhdAfSTLFTTEEkDJEngyxFxY3V5RGyKiC3p6xXAgKR5jfZnZtZqw+nCNJ1811DRM4JpwNNV+56uKKubJAFfANZExN+OUucA4LmICEkLSRKXZzg1s1Lp9DOCeu4aqn6nI1+rumJBrwd+C3hA0v3pvo8ChwJExDLgXOAiSYPAdmBxRHT2ETezrjIyRtDJ6kkEb07/Qh8xlSQZvF3SCVV1IyL+d1ZjEfEtcpJIRCwFltYRo5nZuOqGMYJ6EsE7063aB2vsCyAzEZiZdYNeSgS/NqZRmJl1qEgHiztZoUQQEf9vrAMxM+tEvTZGYGZmVXrp0pCZmdVQxkQg6QjgY8DMiDg3r34js4+amVlqZNK5Vk0xIekaSc9LerBq/xmSHpH0mKRLsmOKtRFxQdH34DMCM7MmtfiM4FqS2+avG9khqR+4EjgNWAfcJ+kbJLM7XFb1/e+LiOfr6bDrEsHQ1JlsOD57qu8Zz/0ku5H+7MMSu7bnxjFt84bM8sn7zMos3719a24ffRMmZpZPnDY9t43Nzz6ZWT5t31dklm97Mf/3bXhwd2b57h3Zx3P6vgfm9jFp2ozM8oEp2Q/AT5k1N7ePoZlzMst3bqmeKuvl+gYGMssHc47Frm1bcvvIO147N23ILB8eHsztI8/A5OZXq52cc7wf/VD+bDOTcv6ftUJEsHuocCKYJ2llxdfL07nSKtu7J52Is9JC4LGIWAsg6avA2RFxGdkrRhbSdYnAzGzcFT8hWB8RCxro4SCg8q+2dcDJo1WWNBf4M+BESX+SJoxRORGYmTVr7MeKa83CMGqvEfECcGHRxj1YbGbWrCi4Nb5U5TrgkIqvD+blE4E2zGcEZmbN2PMhX0SjS1XeBxwl6XDgKZI142tN+dMQnxGYmTWr+BlBLknXkywFfLSkdZIuiIhBkpUibydZJOyGiHioVeH7jMDMrFnFpxqaKWk5cGtE3FqrQkScN8r+FcCKhuLL4URgZtassb80NKacCMzMmlHfGEEpeYzAzKxZY3/X0JjyGYGZWbM6/NJQ284IRptYqaJ8kaSNku5Pt0+Md4xmZoUMF9xKqp2Xhq4Fzsipc29EnJBul45DTGZm9Sl6WciXhl5ulImVzMw6jy8NjalTJK2WdJukY0erJGmJpJWSVr6wfv14xmdm1tIHytqhzIlgFTA/Io4HrgBuHq1iRCyPiAURsWDuvPypac3MWsqJYGxExKaI2JK+XgEMSPKnvJmVjxPB2JB0gCSlrxeSxPpCe6MyM6sS1HPXkAeLK6UTKy0iWbFnHfBJYAAgIpYB5wIXSRoEtgOLI6LEOdXMelaHDxa3866hmhMrVZQvJVm308ys3Dr8T1Q/WWxm1iwnAjOzHlbygeAiSjtYbGbWMfxksZlZjys+j5AHi83MulKHXxpyIjAza0YXjBE4EZiZNcuJwMysxzkRlMvgcLB+2+7MOrOPPCm7kaHBzOLYlD/D6eRn1maWT9rv0Mzy/g3P5fYxYc6BmeWaNC23jdlzD8qtk6V/wkBunb4JEzPLB3dszyyfOnu/3D6mHjA/s3x468bM8v65r8jtYzjn5z5hUv4MKIO7dmaWD0zO/pn1D2QfS4DJM+Zklk+cOj2zPO/nAbBr25bM8lkHH5HbRv/02Znlm376o8zyiVP3ye1j6pz8352WKPGiM0X49lEzs2Z4YRozM/NcQ2Zmvc5jBGZmPc6JwMysxzkRmJn1sJGFaTqYE4GZWbN8RmBm1uOcCMzMelyHJ4K2PlAm6QxJj0h6TNIlNcoXSdoo6f50+0Q74jQzG5UfKGucpH7gSuA0YB1wn6RvRMTDVVXvjYizxj1AM7OiOvyBsnaeESwEHouItRGxC/gqcHYb4zEza8xwwa2k2pkIDgKerPh6Xbqv2imSVku6TdKxtRqStETSSkkrX3whf0I4M7OWqe/SUCm1MxGoxr7qQ7UKmB8RxwNXADfXaigilkfEgohYMGfuvNZGaWaWx4mgYeuAQyq+Phh4urJCRGyKiC3p6xXAgCR/0ptZuTgRNOw+4ChJh0uaCCwGvlFZQdIBkpS+XkgSb/6k72Zm46nDE0Hb7hqKiEFJFwO3A/3ANRHxkKQL0/JlwLnARZIGge3A4ogo8eE0s57jKSaak17uWVG1b1nF66XA0vGOy8ysLh3+56mfLDYza5YTgZlZj3MiMDPrcU4EZmY9rOR3BBXR1knnzMy6QsmmmJD0VklXS7pF0ul59Z0IzMya1cLnCCRdI+l5SQ9W7c+crXmvcCJujogPAOcD78jr05eGzMya1dpLQ9eS3DZ/3ciO0WZrJnkG67Kq739fRDyfvv54+n2ZnAjMzJrR4jGCiLhH0mFVu38xWzOApK8CZ0fEZcDLpulPZ2T4C+C2iFiV12fXJYKHVv9g/bH7Tftpu+OoYR7QCVOjOs7W6YQYobfjnN90C1sevZ27FxWdA22ypJUVXy+PiOUFvq/WbM0nZ9T/EHAqyUI4R1Y+qFtL1yWCiNi33THUImllRCxodxx5HGfrdEKM4DibFRFnjEM3RWZr3lMQcTlwedHGPVhsZlZ+ubM1N8OJwMys/HJna26GE8H4KXIdsAwcZ+t0QozgOEtF0vXAd4CjJa2TdEFEDAIjszWvAW6IiIda1qdndTYz620+IzAz63FOBGZmPc6JYIxJekLSA5Lur7p/uK1qPcYuaY6kOyT9OP13djtjTGOqFeenJD2VHtP7Jb25nTGmMR0i6S5JayQ9JOnD6f5SHdOMOEtzTCVNlvQfklanMf5pur9Ux7KbeIxgjEl6AlgQEaV6YEfSG4AtwHURcVy676+AFyPiL9K5TGZHxB+XMM5PAVsi4jPtjK2SpAOBAyNilaR9gO8DbyWZ66U0xzQjzv9OSY5p+lTstIjYImkA+BbwYeAcSnQsu4nPCHpURNwDvFi1+2zgS+nrL5F8QLTVKHGWTkQ8M/Iof0RsJrmz4yBKdkwz4iyNSGxJvxxIt6Bkx7KbOBGMvQC+Ken7kpa0O5gc+0fEM5B8YAD7tTmeLBdL+mF66ahUlwjSeWJOBL5HiY9pVZxQomMqqV/S/cDzwB0RUepj2emcCMbe6yPiJOBM4HfSSx3WnM8BrwROAJ4B/qat0VSQNB34OvB7EbGp3fGMpkacpTqmETEUESeQPEG7UNJx7Yyn2zkRjLGIeDr993ngJpJZBMvqufQa8si15Odz6rdFRDyXflAMA1dTkmOaXs/+OvDliLgx3V26Y1orzrIe04jYANwNnEEJj2W3cCIYQ5KmpQNySJoGnA48mP1dbfUN4D3p6/cAt7QxllGNfBik3kYJjmk6wPkFYE1E/G1FUamO6WhxlumYStpX0qz09RSSWTR/RMmOZTfxXUNjSNIRJGcBkMz0+pWI+LM2hvQL6WPsi0im9n0O+CRwM3ADcCjwM+DtEdHWgdpR4lxEcgkjgCeAD45cO24XSf8FuBd4gD2LEn6U5Pp7aY5pRpznUZJjKumXSQaD+0n+WL0hIi6VNJcSHctu4kRgZtbjfGnIzKzHORGYmfU4JwIzsx7nRGBm1uOcCMzMepwTgfUMSXenkwCORdtPSLp7LNo2G2tOBNYQSbMl7ZAUkt7V7njMrHFOBNao3wQmAj8BLmhzLEWdDhzd7iDMysaJwBp1AXAX8FngVyW9sug3jky7Md4iYldE7GxH32Zl5kRgdZN0Esl0BF8CvgzsBt47St2QdK2kN0r6lqQtwK0V5Qsk3SRpvaSdkh6R9DFJE6raWZi286ikbZI2S/p3SW+rI+6XjRGM7JP0CknXS3pJ0lZJt0t6VY02DpF0g6SNkjZJujUrCUo6VdI3JW1IL6X9UNKFVXX+j6QhSYuq9r9J0rCk64q+R7NGeIoJq5ukK0km/do/IrZKuhF4LTA/nb2ysm4ADwHzSWa1XAMQEVcrWQ7xJuAx4B9JFqA5Bfgt4MaIeHtFO5cBvwb8K/BTYG4aw6uB34yIrxSI+27gsIg4rGrfscBG4LvAvwOHk6yItRY4LiKG0rqzgB8AhwDLgIeBX01jngI8FBGLKtpektb7bvo+twKnkSyo8pmI+KO03sy03YnACRGxXtIBwOo0rpMqFmoxa72I8Oat8AZMJvnAvrZi39kkk5WdWaN+pNupNdp5FrgHmFBV9vvp9yyq2DetRttTgUeAhwvGfjfwRI19AXykav8fpfvfVLHvz9N9762q+9l0/90V+w4EdpBMNFgdx98BQ8ArK/adDOwiOVvqA+4AdgKvaffP3Fv3b740ZPU6B5jNniUDAf4vydzw7xvle1ZHxL9W7TsN2B/4IjBL0ryRDViR1jl9pHJEbB15LWlqOhPlVOBO4JckzWjiPQ0Dl1ftuzP996iKfW8lmQG1+lLNX9Zo81xgEvCFyveWvr+RD/s3jlSOZAWujwNnkSTHU4FLIuL7Db0jszpMyK9itpcLgJ8D6yQdWbH/DuDtkuZFxPqq73m0Rju/lP57TUZf+4+8kLQf8GmSs49aSxTOAhpdEezpiNhRte+F9N+5FfuOAO6L9FLRiIh4RtKGqu8feX/VCbDS/lVf/zVJIvgV4JskZxpmY86JwAqTdDjJdXpR+8Md4F28/ANsW63m0n//CLh/lLaeTvsVyQfjL5H85X4fybXzIZJB6nfS3I0PQxllqvp6tEG16nojX7+bZOnHWtZWfX0Y8Mvp6yOB6cDmjNjMWsKJwOrxXpIPuA8AG2qUf5rkjOGzBdr6cfrv1hqXjar9MnA8cGlEfLKyQNL7C/TVKmuBV0nqrzwrSFf3mllVd+T9rS/w/kjvkrqe5P/k75KMI3yOJLGajSmPEVghkvqA84EHIuLzEfG16o3kg+w4Sa8t0OTtJOMKl0iaU6O/KRXPG4x86KqqznEkyyqOl1tILue8u2r/H9eoewPJYO+fpsst7kXSTEmTKnZ9mmTA+OKIuIJk8fjflPSe6u81azWfEVhRp5PcNvmFjDpfBz5FclZwX1Zjkdx2+m6S5TEfkXQNyW2ks0huCT2H5EP+bpJbTh8CPiJp5E6hVwEfJFlb96TG3lLd/orkMtTVkl6TxrSI5PbRvcZFImKdpIuAzwNrJP0DyW2v+wL/iWTg+RjgCUmnAh8hucPo2rSJj5LcmrpU0rcj4seYjREnAitqZBqJG0erEBEPSnoUWCzp9yNie1aDEXF7evZwCcklkH2Bl4DHgb8FfpjWG5L068BnSJ4dmEaSAN5DcsloXBJBRLwk6VfS2N5NcoZyN8m4yb/VqP/F9Hj8IUnSmkWSMB4B/ifwbDoI/g8kl50urPje3ZLOI3m+4HpJr4uIXWP37qyX+YEyM7Me5zECM7Me50RgZtbjnAjMzHqcE4GZWY9zIjAz63FOBGZmPc6JwMysxzkRmJn1OCcCM7Me9/8BXG0b2ogv3uYAAAAASUVORK5CYII=\n",
-      "text/plain": [
-       "<Figure size 432x288 with 2 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "%%capture captured\n",
     "# area_list = ['V1', 'V2', 'VP', 'V3', 'V3A', 'MT', 'V4t', 'V4', 'VOT', 'MSTd', 'PIP', 'PO', 'DP', 'MIP', 'MDP', 'VIP', 'LIP', 'PITv', 'PITd', 'MSTl', 'CITv', 'CITd', 'FEF', 'TF', 'AITv', 'FST', '7a', 'STPp', 'STPa', '46', 'AITd', 'TH']\n",
diff --git a/figures/MAM2EBRAINS/.ipynb_checkpoints/M2E_LOAD_DATA-checkpoint.py b/figures/MAM2EBRAINS/.ipynb_checkpoints/M2E_LOAD_DATA-checkpoint.py
index 0224fb1..7e32bac 100644
--- a/figures/MAM2EBRAINS/.ipynb_checkpoints/M2E_LOAD_DATA-checkpoint.py
+++ b/figures/MAM2EBRAINS/.ipynb_checkpoints/M2E_LOAD_DATA-checkpoint.py
@@ -26,10 +26,10 @@ def load_and_create_data(M):
         simulated areas.
     """
     # Instantiate an analysis class and load spike data
-    A = Analysis(network=M, 
-                 simulation=M.simulation, 
-                 data_list=['spikes'],
-                 load_areas=None)
+    # A = Analysis(network=M, 
+    #              simulation=M.simulation, 
+    #              data_list=['spikes'],
+    #              load_areas=None)
     
 
     """
@@ -57,39 +57,12 @@ def load_and_create_data(M):
         If set to 'complete', all populations the respective areas
         are included. Defaults to 'complete'.
     """
-    A.create_pop_rates()
+    # A.create_pop_rates()
+    subprocess.run(['python3', './figures/Schmidt2018_dyn/compute_pop_rates.py'])
+    # subprocess.run(['Rscript', '--vanilla', 'compute_bold_signal.R', fn, out_fn])
     print("Computing population rates done")
 
     
-    """
-    Calculate synchrony as the coefficient of variation of the population rate
-    and store in member synchrony. Uses helper function synchrony.
-    If the synchrony has previously been stored with the
-    same parameters, they are loaded from file.
-
-
-    Parameters
-    ----------
-    t_min : float, optional
-        Minimal time in ms of the simulation to take into account
-        for the calculation. Defaults to 500 ms.
-    t_max : float, optional
-        Maximal time in ms of the simulation to take into account
-        for the calculation. Defaults to the simulation time.
-    areas : list, optional
-        Which areas to include in the calculcation.
-        Defaults to all loaded areas.
-    pops : list or {'complete'}, optional
-        Which populations to include in the calculation.
-        If set to 'complete', all populations the respective areas
-        are included. Defaults to 'complete'.
-    resolution : float, optional
-        Resolution of the population rate. Defaults to 1 ms.
-    """
-    A.create_synchrony()
-    print("Computing synchrony done")
-
-    
     """
     Calculate poulation-averaged LvR (see Shinomoto et al. 2009) and
     store as member pop_LvR. Uses helper function LvR.
@@ -110,7 +83,7 @@ def load_and_create_data(M):
         If set to 'complete', all populations the respective areas
         are included. Defaults to 'complete'.
     """
-    A.create_pop_LvR()
+    # A.create_pop_LvR()
     print("Computing population LvR done")
     
     
@@ -146,7 +119,7 @@ def load_and_create_data(M):
         - 'alpha_time_window' : time constant of the alpha function
         - 'rect_time_window' : width of the moving rectangular function
     """
-    A.create_rate_time_series()
+    # A.create_rate_time_series()
     print("Computing rate time series done")
     
     
@@ -184,7 +157,7 @@ def load_and_create_data(M):
 #     A.create_synaptic_input()
 #     print("Computing synaptic input done")
     
-    A.save()
+    # A.save()
     
     # """
     # Compute BOLD signal for a given area from the time series of
@@ -197,4 +170,4 @@ def load_and_create_data(M):
     # except FileNotFoundError:
     #     raise FileNotFoundError("Executing R failed. Did you install R?")
     
-    return A
\ No newline at end of file
+    # return A
\ No newline at end of file
diff --git a/figures/MAM2EBRAINS/.ipynb_checkpoints/M2E_visualize_instaneous_and_mean_rate-checkpoint.py b/figures/MAM2EBRAINS/.ipynb_checkpoints/M2E_visualize_instantaneous_and_mean_rate-checkpoint.py
similarity index 100%
rename from figures/MAM2EBRAINS/.ipynb_checkpoints/M2E_visualize_instaneous_and_mean_rate-checkpoint.py
rename to figures/MAM2EBRAINS/.ipynb_checkpoints/M2E_visualize_instantaneous_and_mean_rate-checkpoint.py
diff --git a/figures/MAM2EBRAINS/M2E_LOAD_DATA.py b/figures/MAM2EBRAINS/M2E_LOAD_DATA.py
index 0224fb1..7e32bac 100644
--- a/figures/MAM2EBRAINS/M2E_LOAD_DATA.py
+++ b/figures/MAM2EBRAINS/M2E_LOAD_DATA.py
@@ -26,10 +26,10 @@ def load_and_create_data(M):
         simulated areas.
     """
     # Instantiate an analysis class and load spike data
-    A = Analysis(network=M, 
-                 simulation=M.simulation, 
-                 data_list=['spikes'],
-                 load_areas=None)
+    # A = Analysis(network=M, 
+    #              simulation=M.simulation, 
+    #              data_list=['spikes'],
+    #              load_areas=None)
     
 
     """
@@ -57,39 +57,12 @@ def load_and_create_data(M):
         If set to 'complete', all populations the respective areas
         are included. Defaults to 'complete'.
     """
-    A.create_pop_rates()
+    # A.create_pop_rates()
+    subprocess.run(['python3', './figures/Schmidt2018_dyn/compute_pop_rates.py'])
+    # subprocess.run(['Rscript', '--vanilla', 'compute_bold_signal.R', fn, out_fn])
     print("Computing population rates done")
 
     
-    """
-    Calculate synchrony as the coefficient of variation of the population rate
-    and store in member synchrony. Uses helper function synchrony.
-    If the synchrony has previously been stored with the
-    same parameters, they are loaded from file.
-
-
-    Parameters
-    ----------
-    t_min : float, optional
-        Minimal time in ms of the simulation to take into account
-        for the calculation. Defaults to 500 ms.
-    t_max : float, optional
-        Maximal time in ms of the simulation to take into account
-        for the calculation. Defaults to the simulation time.
-    areas : list, optional
-        Which areas to include in the calculcation.
-        Defaults to all loaded areas.
-    pops : list or {'complete'}, optional
-        Which populations to include in the calculation.
-        If set to 'complete', all populations the respective areas
-        are included. Defaults to 'complete'.
-    resolution : float, optional
-        Resolution of the population rate. Defaults to 1 ms.
-    """
-    A.create_synchrony()
-    print("Computing synchrony done")
-
-    
     """
     Calculate poulation-averaged LvR (see Shinomoto et al. 2009) and
     store as member pop_LvR. Uses helper function LvR.
@@ -110,7 +83,7 @@ def load_and_create_data(M):
         If set to 'complete', all populations the respective areas
         are included. Defaults to 'complete'.
     """
-    A.create_pop_LvR()
+    # A.create_pop_LvR()
     print("Computing population LvR done")
     
     
@@ -146,7 +119,7 @@ def load_and_create_data(M):
         - 'alpha_time_window' : time constant of the alpha function
         - 'rect_time_window' : width of the moving rectangular function
     """
-    A.create_rate_time_series()
+    # A.create_rate_time_series()
     print("Computing rate time series done")
     
     
@@ -184,7 +157,7 @@ def load_and_create_data(M):
 #     A.create_synaptic_input()
 #     print("Computing synaptic input done")
     
-    A.save()
+    # A.save()
     
     # """
     # Compute BOLD signal for a given area from the time series of
@@ -197,4 +170,4 @@ def load_and_create_data(M):
     # except FileNotFoundError:
     #     raise FileNotFoundError("Executing R failed. Did you install R?")
     
-    return A
\ No newline at end of file
+    # return A
\ No newline at end of file
diff --git a/figures/MAM2EBRAINS/M2E_visualize_instaneous_and_mean_rate.py b/figures/MAM2EBRAINS/M2E_visualize_instantaneous_and_mean_rate.py
similarity index 100%
rename from figures/MAM2EBRAINS/M2E_visualize_instaneous_and_mean_rate.py
rename to figures/MAM2EBRAINS/M2E_visualize_instantaneous_and_mean_rate.py
diff --git a/figures/MAM2EBRAINS/M2E_visualize_resting_state.py b/figures/MAM2EBRAINS/M2E_visualize_resting_state.py
index 71410c0..080daf9 100644
--- a/figures/MAM2EBRAINS/M2E_visualize_resting_state.py
+++ b/figures/MAM2EBRAINS/M2E_visualize_resting_state.py
@@ -35,7 +35,7 @@ def set_boxplot_props(d):
     pl.setp(d['means'], marker='x', color='k',
             markerfacecolor='k', markeredgecolor='k', markersize=3.)
 
-def plot_resting_state(M, A, label_spikes, data_path):
+def plot_resting_state(M, A, data_path):
     t_sim = M.simulation.params["t_sim"]
     
     """
diff --git a/multi-area-model.ipynb b/multi-area-model.ipynb
index e766a47..95ab02b 100644
--- a/multi-area-model.ipynb
+++ b/multi-area-model.ipynb
@@ -45,7 +45,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 49,
+   "execution_count": 1,
    "id": "9d6cc7d9-3110-4d96-9f9a-9ec7dee6d145",
    "metadata": {},
    "outputs": [],
@@ -63,12 +63,34 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 53,
+   "execution_count": 2,
    "id": "96517739",
    "metadata": {
     "tags": []
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "              -- N E S T --\n",
+      "  Copyright (C) 2004 The NEST Initiative\n",
+      "\n",
+      " Version: 3.5\n",
+      " Built: Jul 12 2023 06:25:27\n",
+      "\n",
+      " This program is provided AS IS and comes with\n",
+      " NO WARRANTY. See the file LICENSE for details.\n",
+      "\n",
+      " Problems or suggestions?\n",
+      "   Visit https://www.nest-simulator.org\n",
+      "\n",
+      " Type 'nest.help()' to find out more about NEST.\n",
+      "\n"
+     ]
+    }
+   ],
    "source": [
     "%matplotlib inline\n",
     "import numpy as np\n",
@@ -86,7 +108,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 54,
+   "execution_count": 3,
    "id": "7e07b0d0",
    "metadata": {
     "tags": []
@@ -99,7 +121,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 55,
+   "execution_count": 4,
    "id": "1d440c07-9b69-4e52-8573-26b13493bc5a",
    "metadata": {
     "tags": []
@@ -189,7 +211,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 56,
+   "execution_count": 5,
    "id": "60265d52",
    "metadata": {},
    "outputs": [],
@@ -226,7 +248,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 57,
+   "execution_count": 6,
    "id": "6e4bed8d",
    "metadata": {},
    "outputs": [],
@@ -309,7 +331,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 58,
+   "execution_count": 7,
    "id": "ab25f9f8",
    "metadata": {},
    "outputs": [
@@ -341,10 +363,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 59,
+   "execution_count": 8,
    "id": "6a7ddf0e",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iteration: 0\n",
+      "Mean-field theory predicts an average firing rate of 29.588 spikes/s across all populations.\n"
+     ]
+    }
+   ],
    "source": [
     "p, r = M.theory.integrate_siegert()\n",
     "print(\"Mean-field theory predicts an average \"\n",
@@ -369,7 +400,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 60,
+   "execution_count": 9,
    "id": "6316ac24",
    "metadata": {},
    "outputs": [],
@@ -385,7 +416,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 61,
+   "execution_count": 10,
    "id": "8408d463-557b-481b-afc1-5fbbbd67306d",
    "metadata": {},
    "outputs": [],
@@ -402,7 +433,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 62,
+   "execution_count": 11,
    "id": "445a722a",
    "metadata": {},
    "outputs": [],
@@ -419,34 +450,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 63,
+   "execution_count": 12,
    "id": "05512922-26e5-425f-90a4-0df7c2279ccf",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Error in library(\"aod\") : there is no package called ‘aod’\n",
-      "Execution halted\n"
-     ]
-    },
-    {
-     "ename": "ValueError",
-     "evalue": "The number of FixedLocator locations (33), usually from a call to set_ticks, does not match the number of ticklabels (32).",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn [63], line 2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mM2E_visualize_interareal_connectivity\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m visualize_interareal_connectivity\n\u001b[0;32m----> 2\u001b[0m visualize_interareal_connectivity(M)\n",
-      "File \u001b[0;32m~/MAM2EBRAINS/./figures/MAM2EBRAINS/M2E_visualize_interareal_connectivity.py:236\u001b[0m, in \u001b[0;36mvisualize_interareal_connectivity\u001b[0;34m(M)\u001b[0m\n\u001b[1;32m    233\u001b[0m X, Y \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mmeshgrid(x, y)\n\u001b[1;32m    235\u001b[0m ax\u001b[38;5;241m.\u001b[39mset_xticks([i \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m0.5\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m np\u001b[38;5;241m.\u001b[39marange(\u001b[38;5;241m0\u001b[39m, \u001b[38;5;28mlen\u001b[39m(area_list) \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m1\u001b[39m)])\n\u001b[0;32m--> 236\u001b[0m \u001b[43max\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mset_xticklabels\u001b[49m\u001b[43m(\u001b[49m\u001b[43marea_list\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrotation\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m90\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msize\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m6.\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m    238\u001b[0m ax\u001b[38;5;241m.\u001b[39mset_yticks([i \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m0.5\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m np\u001b[38;5;241m.\u001b[39marange(\u001b[38;5;241m0\u001b[39m, \u001b[38;5;28mlen\u001b[39m(area_list) \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m1\u001b[39m)])\n\u001b[1;32m    239\u001b[0m ax\u001b[38;5;241m.\u001b[39mset_yticklabels(area_list[::\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m], size\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m6.\u001b[39m)\n",
-      "File \u001b[0;32m/srv/main-spack-instance-2305/spack/opt/spack/linux-ubuntu20.04-x86_64/gcc-10.3.0/py-matplotlib-3.6.2-lhkot3cmeebfk5dp74dnubweq56upksc/lib/python3.8/site-packages/matplotlib/axes/_base.py:73\u001b[0m, in \u001b[0;36m_axis_method_wrapper.__set_name__.<locals>.wrapper\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m     72\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mwrapper\u001b[39m(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[0;32m---> 73\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mget_method\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m/srv/main-spack-instance-2305/spack/opt/spack/linux-ubuntu20.04-x86_64/gcc-10.3.0/py-matplotlib-3.6.2-lhkot3cmeebfk5dp74dnubweq56upksc/lib/python3.8/site-packages/matplotlib/axis.py:1968\u001b[0m, in \u001b[0;36mAxis._set_ticklabels\u001b[0;34m(self, labels, fontdict, minor, **kwargs)\u001b[0m\n\u001b[1;32m   1966\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m fontdict \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m   1967\u001b[0m     kwargs\u001b[38;5;241m.\u001b[39mupdate(fontdict)\n\u001b[0;32m-> 1968\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mset_ticklabels\u001b[49m\u001b[43m(\u001b[49m\u001b[43mlabels\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mminor\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mminor\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m/srv/main-spack-instance-2305/spack/opt/spack/linux-ubuntu20.04-x86_64/gcc-10.3.0/py-matplotlib-3.6.2-lhkot3cmeebfk5dp74dnubweq56upksc/lib/python3.8/site-packages/matplotlib/axis.py:1890\u001b[0m, in \u001b[0;36mAxis.set_ticklabels\u001b[0;34m(self, ticklabels, minor, **kwargs)\u001b[0m\n\u001b[1;32m   1886\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(locator, mticker\u001b[38;5;241m.\u001b[39mFixedLocator):\n\u001b[1;32m   1887\u001b[0m     \u001b[38;5;66;03m# Passing [] as a list of ticklabels is often used as a way to\u001b[39;00m\n\u001b[1;32m   1888\u001b[0m     \u001b[38;5;66;03m# remove all tick labels, so only error for > 0 ticklabels\u001b[39;00m\n\u001b[1;32m   1889\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(locator\u001b[38;5;241m.\u001b[39mlocs) \u001b[38;5;241m!=\u001b[39m \u001b[38;5;28mlen\u001b[39m(ticklabels) \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(ticklabels) \u001b[38;5;241m!=\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[0;32m-> 1890\u001b[0m         \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m   1891\u001b[0m             \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mThe number of FixedLocator locations\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m   1892\u001b[0m             \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m (\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mlen\u001b[39m(locator\u001b[38;5;241m.\u001b[39mlocs)\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m), usually from a call to\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m   1893\u001b[0m             \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m set_ticks, does not match\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m   1894\u001b[0m             \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m the number of ticklabels (\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mlen\u001b[39m(ticklabels)\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m).\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m   1895\u001b[0m     tickd \u001b[38;5;241m=\u001b[39m {loc: lab \u001b[38;5;28;01mfor\u001b[39;00m loc, lab \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mzip\u001b[39m(locator\u001b[38;5;241m.\u001b[39mlocs, ticklabels)}\n\u001b[1;32m   1896\u001b[0m     func \u001b[38;5;241m=\u001b[39m functools\u001b[38;5;241m.\u001b[39mpartial(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_format_with_dict, tickd)\n",
-      "\u001b[0;31mValueError\u001b[0m: The number of FixedLocator locations (33), usually from a call to set_ticks, does not match the number of ticklabels (32)."
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "%%capture captured\n",
     "# from M2E_visualize_interareal_connectivity import visualize_interareal_connectivity\n",
@@ -483,7 +490,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 13,
    "id": "15778e9c",
    "metadata": {},
    "outputs": [
@@ -493,72 +500,72 @@
      "text": [
       "Prepared simulation in 0.00 seconds.\n",
       "Rank 0: created area V1 with 0 local nodes\n",
-      "Memory after V1 : 1911.70 MB\n",
+      "Memory after V1 : 1498.99 MB\n",
       "Rank 0: created area V2 with 0 local nodes\n",
-      "Memory after V2 : 1938.30 MB\n",
+      "Memory after V2 : 1525.70 MB\n",
       "Rank 0: created area VP with 0 local nodes\n",
-      "Memory after VP : 1967.50 MB\n",
+      "Memory after VP : 1554.91 MB\n",
       "Rank 0: created area V3 with 0 local nodes\n",
-      "Memory after V3 : 1995.87 MB\n",
+      "Memory after V3 : 1583.20 MB\n",
       "Rank 0: created area V3A with 0 local nodes\n",
-      "Memory after V3A : 2015.69 MB\n",
+      "Memory after V3A : 1603.01 MB\n",
       "Rank 0: created area MT with 0 local nodes\n",
-      "Memory after MT : 2041.32 MB\n",
+      "Memory after MT : 1628.63 MB\n",
       "Rank 0: created area V4t with 0 local nodes\n",
-      "Memory after V4t : 2066.22 MB\n",
+      "Memory after V4t : 1653.60 MB\n",
       "Rank 0: created area V4 with 0 local nodes\n",
-      "Memory after V4 : 2093.25 MB\n",
+      "Memory after V4 : 1680.65 MB\n",
       "Rank 0: created area VOT with 0 local nodes\n",
-      "Memory after VOT : 2118.44 MB\n",
+      "Memory after VOT : 1705.83 MB\n",
       "Rank 0: created area MSTd with 0 local nodes\n",
-      "Memory after MSTd : 2140.03 MB\n",
+      "Memory after MSTd : 1727.25 MB\n",
       "Rank 0: created area PIP with 0 local nodes\n",
-      "Memory after PIP : 2161.38 MB\n",
+      "Memory after PIP : 1748.71 MB\n",
       "Rank 0: created area PO with 0 local nodes\n",
-      "Memory after PO : 2182.89 MB\n",
+      "Memory after PO : 1770.17 MB\n",
       "Rank 0: created area DP with 0 local nodes\n",
-      "Memory after DP : 2203.16 MB\n",
+      "Memory after DP : 1790.31 MB\n",
       "Rank 0: created area MIP with 0 local nodes\n",
-      "Memory after MIP : 2224.65 MB\n",
+      "Memory after MIP : 1811.92 MB\n",
       "Rank 0: created area MDP with 0 local nodes\n",
-      "Memory after MDP : 2246.05 MB\n",
+      "Memory after MDP : 1833.39 MB\n",
       "Rank 0: created area VIP with 0 local nodes\n",
-      "Memory after VIP : 2268.10 MB\n",
+      "Memory after VIP : 1855.34 MB\n",
       "Rank 0: created area LIP with 0 local nodes\n",
-      "Memory after LIP : 2292.05 MB\n",
+      "Memory after LIP : 1879.32 MB\n",
       "Rank 0: created area PITv with 0 local nodes\n",
-      "Memory after PITv : 2317.39 MB\n",
+      "Memory after PITv : 1904.55 MB\n",
       "Rank 0: created area PITd with 0 local nodes\n",
-      "Memory after PITd : 2342.60 MB\n",
+      "Memory after PITd : 1929.69 MB\n",
       "Rank 0: created area MSTl with 0 local nodes\n",
-      "Memory after MSTl : 2364.06 MB\n",
+      "Memory after MSTl : 1951.18 MB\n",
       "Rank 0: created area CITv with 0 local nodes\n",
-      "Memory after CITv : 2383.12 MB\n",
+      "Memory after CITv : 1970.32 MB\n",
       "Rank 0: created area CITd with 0 local nodes\n",
-      "Memory after CITd : 2402.46 MB\n",
+      "Memory after CITd : 1989.68 MB\n",
       "Rank 0: created area FEF with 0 local nodes\n",
-      "Memory after FEF : 2423.93 MB\n",
+      "Memory after FEF : 2011.17 MB\n",
       "Rank 0: created area TF with 0 local nodes\n",
-      "Memory after TF : 2439.57 MB\n",
+      "Memory after TF : 2026.81 MB\n",
       "Rank 0: created area AITv with 0 local nodes\n",
-      "Memory after AITv : 2462.29 MB\n",
+      "Memory after AITv : 2049.48 MB\n",
       "Rank 0: created area FST with 0 local nodes\n",
-      "Memory after FST : 2479.02 MB\n",
+      "Memory after FST : 2066.08 MB\n",
       "Rank 0: created area 7a with 0 local nodes\n",
-      "Memory after 7a : 2500.19 MB\n",
+      "Memory after 7a : 2087.40 MB\n",
       "Rank 0: created area STPp with 0 local nodes\n",
-      "Memory after STPp : 2518.91 MB\n",
+      "Memory after STPp : 2106.11 MB\n",
       "Rank 0: created area STPa with 0 local nodes\n",
-      "Memory after STPa : 2538.05 MB\n",
+      "Memory after STPa : 2125.16 MB\n",
       "Rank 0: created area 46 with 0 local nodes\n",
-      "Memory after 46 : 2553.50 MB\n",
+      "Memory after 46 : 2140.53 MB\n",
       "Rank 0: created area AITd with 0 local nodes\n",
-      "Memory after AITd : 2576.05 MB\n",
+      "Memory after AITd : 2163.24 MB\n",
       "Rank 0: created area TH with 0 local nodes\n",
-      "Memory after TH : 2588.76 MB\n",
-      "Created areas and internal connections in 2.33 seconds.\n",
-      "Created cortico-cortical connections in 22.84 seconds.\n",
-      "Simulated network in 74.35 seconds.\n"
+      "Memory after TH : 2175.82 MB\n",
+      "Created areas and internal connections in 2.23 seconds.\n",
+      "Created cortico-cortical connections in 21.72 seconds.\n",
+      "Simulated network in 83.22 seconds.\n"
      ]
     }
    ],
@@ -597,21 +604,20 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 14,
    "id": "bea30fc8",
    "metadata": {},
    "outputs": [
     {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
+     "ename": "ModuleNotFoundError",
+     "evalue": "No module named 'M2E_visualize_instantaneous_and_mean_firing_rates'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn [14], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mM2E_visualize_instantaneous_and_mean_firing_rates\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m plot_instan_mean_firing_rate\n\u001b[1;32m      2\u001b[0m plot_instan_mean_firing_rate(M)\n",
+      "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'M2E_visualize_instantaneous_and_mean_firing_rates'"
+     ]
     }
    ],
    "source": [
@@ -637,25 +643,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": null,
    "id": "ae19bcc3",
    "metadata": {
     "tags": []
    },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 720x635.692 with 10 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "from M2E_visualize_resting_state import plot_resting_state\n",
     "plot_resting_state(M, A, label_spikes, data_path)"
@@ -674,62 +667,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": null,
    "id": "721d1f03-df25-468d-8075-a807025a9c58",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "0 V1\n",
-      "1 V2\n",
-      "2 VP\n",
-      "3 V3\n",
-      "4 PIP\n",
-      "5 V3A\n",
-      "6 MT\n",
-      "7 V4t\n",
-      "8 V4\n",
-      "9 PO\n",
-      "10 VOT\n",
-      "11 DP\n",
-      "12 MIP\n",
-      "13 MDP\n",
-      "14 MSTd\n",
-      "15 VIP\n",
-      "16 LIP\n",
-      "17 PITv\n",
-      "18 PITd\n",
-      "19 AITv\n",
-      "20 MSTl\n",
-      "21 FST\n",
-      "22 CITv\n",
-      "23 CITd\n",
-      "24 7a\n",
-      "25 STPp\n",
-      "26 STPa\n",
-      "27 FEF\n",
-      "28 46\n",
-      "29 TF\n",
-      "30 TH\n",
-      "31 AITd\n",
-      "['23E', '23I', '4E', '4I', '5E', '5I', '6E', '6I']\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 2 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "%%capture captured\n",
     "# area_list = ['V1', 'V2', 'VP', 'V3', 'V3A', 'MT', 'V4t', 'V4', 'VOT', 'MSTd', 'PIP', 'PO', 'DP', 'MIP', 'MDP', 'VIP', 'LIP', 'PITv', 'PITd', 'MSTl', 'CITv', 'CITd', 'FEF', 'TF', 'AITv', 'FST', '7a', 'STPp', 'STPa', '46', 'AITd', 'TH']\n",
diff --git a/multiarea_model/data_multiarea/viscortex_processed_data.json b/multiarea_model/data_multiarea/viscortex_processed_data.json
index b97b743..125c22c 100644
--- a/multiarea_model/data_multiarea/viscortex_processed_data.json
+++ b/multiarea_model/data_multiarea/viscortex_processed_data.json
@@ -1 +1 @@
-{"cocomac_completed": {"V1": {"7a": {"source_pattern": ["0", "0", "0", "0", "0", "1"], "target_pattern": null}, "IT": {"source_pattern": ["0", "0", 2, "0", "0", "3"], "target_pattern": [2.0, "0", "0", "0", "0", "0"]}, "LIP": {"source_pattern": ["0", "0", "0", "0", "0", "2"], "target_pattern": null}, "MT": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "PIP": {"source_pattern": null, "target_pattern": null}, "PO": {"source_pattern": null, "target_pattern": null}, "STP": {"source_pattern": ["0", "0", "0", "0", "0", "1"], "target_pattern": null}, "STPp": {"source_pattern": ["0", "0", "0", "0", "0", "1"], "target_pattern": null}, "TF": {"source_pattern": ["0", "0", "0", "0", "0", 2], "target_pattern": [2.0, "0", "0", "0", "0", "0"]}, "TH": {"source_pattern": ["0", "0", "0", "0", "0", 2], "target_pattern": null}, "V1": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", "3", "3"]}, "V2": {"source_pattern": ["0", 2, 2, "0", "3", 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\ No newline at end of file
-- 
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