Update demo_searchlight_volume.ipynb
fixed some typos
"Data used in this tutorial was used in:\n",
"<i>Cichy, R. M., Pantazis, D., & Oliva, A. (2016). Similarity-based fusion of MEG and fMRI reveals spatio-temporal dynamics in human cortex during visual object recognition. Cerebral Cortex, 26(8), 3563-3579.</i>\n",
"\n",
- "In this tutorial we will load a publically available fMRI data set for one participant. In this data set subjects passively viewed 118 images (see [project page](https://userpage.fu-berlin.de/rmcichy/fusion_project_page/main.html), where 27 images were animate and 91 were non-animate. Using RSA we will test an \"animate\" model to see which voxels most correspond to animate category. \n",
+ "In this tutorial we will load a publicly available fMRI data set for one participant. In this data set subjects passively viewed 118 images (see [project page](https://userpage.fu-berlin.de/rmcichy/fusion_project_page/main.html), where 27 images were animate and 91 were non-animate. Using RSA we will test an \"animate\" model to find voxels in which animate exemplars have large pattern distances.\n",
"\n",
"1. We get the searchlight centers with the corresponding neighboring voxels \n",
"2. Get an RDM for each voxel\n",
"4. Plot results\n",
"\n",
"\n",
- "On top of using pyrsa, this tutorial also make use of the following:\n",
+ "In addition to pyrsa, this tutorial also makes use of the following packages:\n",
"* numpy 1.18.1\n",
"* matplotlib 3.1.3\n",
"* nilearn 0.6.2\n",
