4b-Inverse_source_localization_mne_dspm.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Source localization with MNE/dSPM/sLORETA\n",
    "\n",
    "The aim of this lecture is to teach you how to compute and apply\n",
    "a linear inverse method such as MNE/dSPM/sLORETA on evoked/raw/epochs data.\n",
    "\n",
    "`\n",
    "Authors: Alexandre Gramfort <alexandre.gramfort@inria.fr>\n",
    "         Denis Engemann <denis.engemann@gmail.com>\n",
    "`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib qt\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import os\n",
    "import numpy as np\n",
    "import mne\n",
    "\n",
    "mne.set_log_level('WARNING')\n",
    "\n",
    "# Change the following path to where the folder ds000117-practical is on your disk\n",
    "data_path = os.path.expanduser(\"~/work/data/ds000117-practical/\")\n",
    "\n",
    "raw_fname = os.path.join(data_path,\n",
    "    'derivatives/meg_derivatives/sub-01/ses-meg/meg/sub-01_ses-meg_task-facerecognition_run-01_proc-sss_meg.fif')\n",
    "\n",
    "epochs_fname = raw_fname.replace('_meg.fif', '-epo.fif')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Read epochs and compute ERP/ERF"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<EpochsFIF  |   79 events (all good), -0.2 - 2 sec, baseline [-0.2, 0], ~157.9 MB, data loaded,\n",
       " 'face/famous/first': 13\n",
       " 'face/famous/immediate': 3\n",
       " 'face/famous/long': 6\n",
       " 'face/unfamiliar/first': 17\n",
       " 'face/unfamiliar/immediate': 4\n",
       " 'face/unfamiliar/long': 6\n",
       " 'scrambled/first': 15\n",
       " 'scrambled/immediate': 9\n",
       " 'scrambled/long': 6>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "epochs = mne.read_epochs(epochs_fname)\n",
    "epochs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<EpochsFIF  |   79 events (all good), -0.2 - 2 sec, baseline [-0.2, 0], ~129.1 MB, data loaded,\n",
       " 'face/famous/first': 13\n",
       " 'face/famous/immediate': 3\n",
       " 'face/famous/long': 6\n",
       " 'face/unfamiliar/first': 17\n",
       " 'face/unfamiliar/immediate': 4\n",
       " 'face/unfamiliar/long': 6\n",
       " 'scrambled/first': 15\n",
       " 'scrambled/immediate': 9\n",
       " 'scrambled/long': 6>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "epochs.pick_types(meg=True, eeg=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "evoked_face = epochs['face'].average()\n",
    "evoked_scrambled = epochs['scrambled'].average()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "contrast = mne.combine_evoked([evoked_face, evoked_scrambled], [0.5, -0.5])\n",
    "contrast.crop(None, 0.2)\n",
    "contrast.plot();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "contrast.plot_topomap(times=np.linspace(0.1, 0.2, 5), ch_type='mag');"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Compute noise covariance\n",
    "\n",
    "See:\n",
    "\n",
    "Engemann D.A., Gramfort A., Automated model selection in covariance estimation and spatial whitening of MEG and EEG signals, Neuroimage. 2015 Mar"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(306, 306)\n"
     ]
    }
   ],
   "source": [
    "noise_cov = mne.compute_covariance(epochs, tmax=0.,\n",
    "                                   method=['shrunk', 'empirical'],\n",
    "                                   rank='info')\n",
    "print(noise_cov.data.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 1520x740 with 4 Axes>, <Figure size 1520x740 with 2 Axes>)"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mne.viz.plot_cov(noise_cov, raw.info)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Show whitening"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 633.6x316.8 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "contrast.plot_white(noise_cov);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Inverse modeling with MNE and dSPM on evoked and raw data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Import the required functions:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "from mne.forward import read_forward_solution\n",
    "from mne.minimum_norm import (make_inverse_operator, apply_inverse,\n",
    "                              write_inverse_operator)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Read the forward solution and compute the inverse operator\n",
    "\n",
    "MNE/dSPM/sLORETA lead to linear inverse models that are independant\n",
    "from the data (as they use just the noise covariance) and can therefore be\n",
    "precomputed and applied to the data at a later stage."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "fwd_fname = os.path.join(data_path,\n",
    "    'derivatives/meg_derivatives/sub-01/ses-meg/meg/sub-01-meg-fwd.fif')\n",
    "fwd = mne.read_forward_solution(fwd_fname)\n",
    "fwd = mne.convert_forward_solution(fwd, surf_ori=True)\n",
    "\n",
    "# Restrict forward solution as necessary for MEG\n",
    "fwd = mne.pick_types_forward(fwd, meg=True, eeg=False)\n",
    "\n",
    "# make an M/EEG, MEG-only, and EEG-only inverse operator\n",
    "info = contrast.info\n",
    "inverse_operator = make_inverse_operator(info, fwd, noise_cov,\n",
    "                                         loose=0.2, depth=0.8)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Compute inverse solution / Apply inverse operators"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<SourceEstimate  |  8188 vertices, subject : sub-01, tmin : -200.0 (ms), tmax : 200.0 (ms), tstep : 3.3333333333333335 (ms), data shape : (8188, 121)>\n"
     ]
    }
   ],
   "source": [
    "method = \"dSPM\"\n",
    "snr = 3.\n",
    "lambda2 = 1. / snr ** 2\n",
    "stc = apply_inverse(contrast, inverse_operator, lambda2,\n",
    "                    method=method, pick_ori=None)\n",
    "print(stc)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(8188, 121)"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stc.data.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The ``stc`` (Source Time Courses) are defined on a source space formed by 8188 candidate\n",
    "locations and for a duration spanning 121 time points."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "stc.save('fixed_ori')  # save the STC to disk"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-success\">\n",
    "    <b>EXERCISE</b>:\n",
    "     <ul>\n",
    "      <li>Compute source estimates using sLORETA or dSPM but without any orientation constraint (free orientation).</li>\n",
    "    </ul>\n",
    "</div>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Show the result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "colormap sequential: [8.00e+00, 1.20e+01, 1.50e+01] (transparent)\n"
     ]
    },
    {
     "ename": "AttributeError",
     "evalue": "'NoneType' object has no attribute 'render_window'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-33-e74d5f85d1c1>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      7\u001b[0m \u001b[0mbrain\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mscale_data_colormap\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfmin\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m8\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfmid\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m12\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfmax\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m15\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtransparent\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      8\u001b[0m \u001b[0mbrain\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshow_view\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'ventral'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 9\u001b[0;31m \u001b[0mbrain\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msave_image\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'dspm.jpg'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;32m~/miniconda3/lib/python3.7/site-packages/surfer/viz.py\u001b[0m in \u001b[0;36msave_image\u001b[0;34m(self, filename, mode, antialiased)\u001b[0m\n\u001b[1;32m   2322\u001b[0m         \u001b[0mscript\u001b[0m \u001b[0mplotting\u001b[0m \u001b[0mcommands\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2323\u001b[0m         \"\"\"\n\u001b[0;32m-> 2324\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_screenshot_figure\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmode\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mantialiased\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msavefig\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2325\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2326\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mscreenshot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmode\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'rgb'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mantialiased\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/lib/python3.7/site-packages/surfer/viz.py\u001b[0m in \u001b[0;36m_screenshot_figure\u001b[0;34m(self, mode, antialiased)\u001b[0m\n\u001b[1;32m   2293\u001b[0m         \u001b[0mfig\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mFigure\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mframeon\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2294\u001b[0m         \u001b[0mFigureCanvasAgg\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfig\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2295\u001b[0;31m         \u001b[0mfig\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfigimage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mscreenshot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmode\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mantialiased\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mresize\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2296\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0mfig\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2297\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/lib/python3.7/site-packages/surfer/viz.py\u001b[0m in \u001b[0;36mscreenshot\u001b[0;34m(self, mode, antialiased)\u001b[0m\n\u001b[1;32m   2357\u001b[0m             \u001b[0;32mfor\u001b[0m \u001b[0mci\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mn_col\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2358\u001b[0m                 col += [self.screenshot_single(mode, antialiased,\n\u001b[0;32m-> 2359\u001b[0;31m                                                ri, ci)]\n\u001b[0m\u001b[1;32m   2360\u001b[0m             \u001b[0mrow\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconcatenate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcol\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2361\u001b[0m         \u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconcatenate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrow\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/lib/python3.7/site-packages/surfer/viz.py\u001b[0m in \u001b[0;36mscreenshot_single\u001b[0;34m(self, mode, antialiased, row, col)\u001b[0m\n\u001b[1;32m   2395\u001b[0m         \u001b[0mbrain\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbrain_matrix\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mrow\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcol\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2396\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mmlab\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0moptions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbackend\u001b[0m \u001b[0;34m!=\u001b[0m \u001b[0;34m'test'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2397\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mmlab\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mscreenshot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbrain\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_f\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmode\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mantialiased\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2398\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2399\u001b[0m             \u001b[0mout\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mones\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtuple\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_scene_size\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;36m3\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0muint8\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/lib/python3.7/site-packages/mayavi/tools/figure.py\u001b[0m in \u001b[0;36mscreenshot\u001b[0;34m(figure, mode, antialiased)\u001b[0m\n\u001b[1;32m    303\u001b[0m     \u001b[0;31m# don't use figure.scene.get_size() here because this will be incorrect\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    304\u001b[0m     \u001b[0;31m# for HiDPI systems\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 305\u001b[0;31m     \u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtuple\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfigure\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mscene\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrender_window\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msize\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    306\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    307\u001b[0m     \u001b[0;31m# Try to lift the window\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mAttributeError\u001b[0m: 'NoneType' object has no attribute 'render_window'"
     ]
    }
   ],
   "source": [
    "subjects_dir = os.path.join(data_path, 'derivatives/freesurfer-reconall/')\n",
    "subject = 'sub-01'\n",
    "\n",
    "brain = stc.plot(surface='inflated', hemi='both', subjects_dir=subjects_dir,\n",
    "                 time_viewer=True)\n",
    "brain.set_data_time_index(120)\n",
    "brain.scale_data_colormap(fmin=8, fmid=12, fmax=15, transparent=True)\n",
    "brain.show_view('ventral')\n",
    "brain.save_image('dspm.jpg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'NoneType' object has no attribute 'scene'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-34-16f37ce3e075>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mmayavi\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mmlab\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mmlab\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mclose\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;32m~/miniconda3/lib/python3.7/site-packages/mayavi/tools/figure.py\u001b[0m in \u001b[0;36mclose\u001b[0;34m(scene, all)\u001b[0m\n\u001b[1;32m    183\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    184\u001b[0m             \u001b[0mengine\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mregistry\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfind_scene_engine\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mscene\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mscene\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 185\u001b[0;31m     \u001b[0mengine\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mclose_scene\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mscene\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    186\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    187\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/lib/python3.7/site-packages/apptools/scripting/recordable.py\u001b[0m in \u001b[0;36m_wrapper\u001b[0;34m(*args, **kw)\u001b[0m\n\u001b[1;32m     43\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mrecord\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     44\u001b[0m             \u001b[0;31m# If the method was not recorded, just call it.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 45\u001b[0;31m             \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     46\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     47\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0mresult\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/lib/python3.7/site-packages/mayavi/core/engine.py\u001b[0m in \u001b[0;36mclose_scene\u001b[0;34m(self, scene)\u001b[0m\n\u001b[1;32m    482\u001b[0m          \u001b[0mattribute\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    483\u001b[0m         \"\"\"\n\u001b[0;32m--> 484\u001b[0;31m         \u001b[0mviewer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_viewer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mscene\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    485\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mremove_scene\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mscene\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mscene\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    486\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mhasattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mscene\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'close'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/lib/python3.7/site-packages/mayavi/core/engine.py\u001b[0m in \u001b[0;36mget_viewer\u001b[0;34m(self, scene)\u001b[0m\n\u001b[1;32m    498\u001b[0m          \u001b[0mscene\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mAn\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m`\u001b[0m\u001b[0mmayavi\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcore\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mscene\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mScene\u001b[0m\u001b[0;31m`\u001b[0m \u001b[0minstance\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    499\u001b[0m         \"\"\"\n\u001b[0;32m--> 500\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_viewer_ref\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mscene\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mscene\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    501\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    502\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mdialog_view\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mAttributeError\u001b[0m: 'NoneType' object has no attribute 'scene'"
     ]
    }
   ],
   "source": [
    "from mayavi import mlab\n",
    "mlab.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 32,
     "metadata": {
      "image/jpeg": {
       "width": 600
      }
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import Image\n",
    "Image(filename='dspm.jpg', width=600)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Morphing data to an average brain for group studies"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'/Users/claire/work/data/ds000117-practical/derivatives/freesurfer-reconall/fsaverage'"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mne.datasets.fetch_fsaverage(subjects_dir=subjects_dir)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "morph = mne.compute_source_morph(stc, subject_from=subject,\n",
    "                                 subject_to='fsaverage',\n",
    "                                 subjects_dir=subjects_dir)\n",
    "stc_fsaverage = morph.apply(stc)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "stc_fsaverage.save('fsaverage_dspm')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "brain_fsaverage = stc_fsaverage.plot(surface='inflated', hemi='rh',\n",
    "                                     subjects_dir=subjects_dir)\n",
    "brain_fsaverage.set_data_time_index(45)\n",
    "brain_fsaverage.scale_data_colormap(fmin=8, fmid=12, fmax=15, transparent=True)\n",
    "brain_fsaverage.show_view('lateral')\n",
    "brain_fsaverage.save_image('dspm_fsaverage.jpg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "mlab.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from IPython.display import Image\n",
    "Image(filename='dspm_fsaverage.jpg', width=600)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-success\">\n",
    "    <b>EXERCISE</b>:\n",
    "     <ul>\n",
    "      <li>Apply the inverse operator on 30s of raw data</li>   \n",
    "      <li>Apply the inverse operator on individual epochs</li>   \n",
    "      <li>Pick relevant label from a freesurfer parcellation and look at the label time course.</li>\n",
    "    </ul>\n",
    "</div>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from mne.minimum_norm import apply_inverse_raw, apply_inverse_epochs\n",
    "\n",
    "start, stop = raw.time_as_index([0, 20])  # read the first 15s of data\n",
    "# label = ...\n",
    "# stc = apply_inverse_raw(raw, inverse_operator, lambda2, method, label,\n",
    "#                        start, stop)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "And on epochs:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Compute inverse solution and stcs for each epoch\n",
    "# Use the same inverse operator as with evoked data (i.e., set nave)\n",
    "# If you use a different nave, dSPM just scales by a factor sqrt(nave)\n",
    "\n",
    "stcs = apply_inverse_epochs(epochs, inverse_operator, lambda2, method, label,\n",
    "                            pick_ori=\"normal\", nave=evoked.nave)\n",
    "\n",
    "stc_evoked = apply_inverse(evoked, inverse_operator, lambda2, method,\n",
    "                           pick_ori=\"normal\")\n",
    "\n",
    "stc_evoked_label = stc_evoked.in_label(label)\n",
    "\n",
    "# Mean across trials but not across vertices in label\n",
    "mean_stc = np.sum(stcs) / len(stcs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# compute sign flip to avoid signal cancelation when averaging signed values\n",
    "flip = mne.label_sign_flip(label, inverse_operator['src'])\n",
    "\n",
    "label_mean = np.mean(mean_stc.data, axis=0)\n",
    "label_mean_flip = np.mean(flip[:, np.newaxis] * mean_stc.data, axis=0)\n",
    "\n",
    "# Average over label (not caring to align polarities here)\n",
    "label_mean_evoked = np.mean(stc_evoked_label.data, axis=0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "View activation time-series to illustrate the benefit of aligning/flipping"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "times = 1e3 * stcs[0].times  # times in ms\n",
    "\n",
    "plt.figure()\n",
    "h0 = plt.plot(times, mean_stc.data.T, 'k')\n",
    "h1, = plt.plot(times, label_mean, 'r', linewidth=3)\n",
    "h2, = plt.plot(times, label_mean_flip, 'g', linewidth=3)\n",
    "plt.legend((h0[0], h1, h2), ('all dipoles in label', 'mean',\n",
    "                             'mean with sign flip'))\n",
    "plt.xlabel('time (ms)')\n",
    "plt.ylabel('dSPM value')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Exercises\n",
    "- Run sLORETA on the same data and compare source localizations\n",
    "- Run an LCMV beamformer on the same data and compare source localizations"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Going further:\n",
    "- http://martinos.org/mne/dev/auto_examples/inverse/plot_compute_mne_inverse_epochs_in_label.html\n",
    "- http://martinos.org/mne/dev/auto_examples/inverse/plot_label_source_activations.html\n",
    "- http://martinos.org/mne/dev/auto_examples/inverse/plot_label_from_stc.html"
   ]
  }
 ],
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