From 095cb01712a52e8bd1a805a1490255a1c4ec3e56 Mon Sep 17 00:00:00 2001
From: mitsuaki <mitsuaki@atr.jp>
Date: Wed, 25 May 2022 21:13:14 +0900
Subject: [PATCH 1/6] [fix] use only first columns of labels array

---
 code/matlab/analysis_FeaturePrediction.m | 1 +
 1 file changed, 1 insertion(+)

diff --git a/code/matlab/analysis_FeaturePrediction.m b/code/matlab/analysis_FeaturePrediction.m
index e354494..e6821ff 100644
--- a/code/matlab/analysis_FeaturePrediction.m
+++ b/code/matlab/analysis_FeaturePrediction.m
@@ -147,6 +147,7 @@
 
     dataType = get_dataset(dat(iSbj).dataSet, dat(iSbj).metaData, 'DataType');
     labels = get_dataset(dat(iSbj).dataSet, dat(iSbj).metaData, 'Label');
+    labels = labels(:,1); 
 
     % dataType
     % --------

From ff61bd8e3805e409c1641c666bbed12191a8d92c Mon Sep 17 00:00:00 2001
From: Shuntaro Aoki <s_aoki@i.kyoto-u.ac.jp>
Date: Fri, 10 Mar 2023 23:09:46 +0900
Subject: [PATCH 2/6] Add stimulus_info_ImageNetTest.csv

---
 data/stimulus_info_ImageNetTest.csv | 51 +++++++++++++++++++++++++++++
 1 file changed, 51 insertions(+)
 create mode 100644 data/stimulus_info_ImageNetTest.csv

diff --git a/data/stimulus_info_ImageNetTest.csv b/data/stimulus_info_ImageNetTest.csv
new file mode 100644
index 0000000..bc72f9e
--- /dev/null
+++ b/data/stimulus_info_ImageNetTest.csv
@@ -0,0 +1,51 @@
+stimulus name,Image in ILSVRC 2012 Training,Image in ILSVRC 2012 Validation,Category in ILSVRC 2012 Training
+n01443537_22563,Yes,No,Yes
+n01621127_19020,No,No,No
+n01677366_18182,Yes,No,Yes
+n01846331_17038,No,No,No
+n01858441_11077,No,No,No
+n01943899_24131,Yes,No,Yes
+n01976957_13223,No,No,No
+n02071294_46212,Yes,No,Yes
+n02128385_20264,Yee,No,Yes
+n02139199_10398,No,No,No
+n02190790_15121,No,No,No
+n02274259_24319,No,No,No
+n02416519_12793,No,No,No
+n02437136_12836,No,No,No
+n02437971_5013,No,No,No
+n02690373_7713,Yee,No,No
+n02797295_15411,Yee,No,No
+n02824058_18729,No,No,No
+n02882301_14188,No,No,No
+n02916179_24850,No,No,No
+n02950256_22949,No,No,No
+n02951358_23759,Yee,No,Yes
+n03064758_38750,No,No,No
+n03122295_31279,No,No,No
+n03124170_13920,Yee,No,Yes
+n03237416_58334,No,No,No
+n03272010_11001,Yee,No,Yes
+n03345837_12501,No,No,No
+n03379051_8496,Yee,No,Yes
+n03452741_24622,Yee,No,Yes
+n03455488_28622,No,No,No
+n03482252_22530,No,No,No
+n03495258_9895,Yee,No,Yes
+n03584254_5040,Yee,No,Yes
+n03626115_19498,No,No,No
+n03710193_22225,Yee,No,Yes
+n03716966_28524,No,No,No
+n03761084_43533,Yee,No,Yes
+n03767745_109,No,No,No
+n03941684_21672,No,No,No
+n03954393_10038,No,No,No
+n04210120_9062,No,No,No
+n04252077_10859,Yee,No,Yes
+n04254777_16338,Yee,No,Yes
+n04297750_25624,No,No,No
+n04387400_16693,No,No,No
+n04507155_21299,Yee,No,Yes
+n04533802_19479,No,No,No
+n04554684_53399,Yee,No,Yes
+n04572121_3262,No,No,No
\ No newline at end of file

From e33b9105f7e70abd6df2f7687d4622a263410fca Mon Sep 17 00:00:00 2001
From: Shuntaro Aoki <ShuntaroAoki@users.noreply.github.com>
Date: Fri, 10 Mar 2023 23:18:19 +0900
Subject: [PATCH 3/6] Update README.md

---
 README.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/README.md b/README.md
index ce147ed..6c95caf 100644
--- a/README.md
+++ b/README.md
@@ -17,6 +17,8 @@ You can request us to share the stimulus images at <https://forms.gle/ujvA34948X
 
 Stimulus images used for higher visual area locazlier experiments in this study are available via <https://forms.gle/c6HGatLrt7JtTGQk7>.
 
+Some of the test images were taken from ILSVRC 2012 training images. See [data/stimulus_info_ImageNetTest.csv](https://github.com/KamitaniLab/GenericObjectDecoding/blob/master/data/stimulus_info_ImageNetTest.csv) for the list of images included in ILSVRC 2012 training images.
+
 ## Demo program
 
 Demo programs for Matlab and Python are available in [code/matlab](code/matlab/) and [code/python](code/python), respectively.

From 63ab3ca12f3c21738c5b847fc5a542814c3b4a2a Mon Sep 17 00:00:00 2001
From: Shuntaro Aoki <s_aoki@i.kyoto-u.ac.jp>
Date: Sat, 11 Mar 2023 09:55:11 +0900
Subject: [PATCH 4/6] Fix typo

---
 data/stimulus_info_ImageNetTest.csv | 32 ++++++++++++++---------------
 1 file changed, 16 insertions(+), 16 deletions(-)

diff --git a/data/stimulus_info_ImageNetTest.csv b/data/stimulus_info_ImageNetTest.csv
index bc72f9e..12da77c 100644
--- a/data/stimulus_info_ImageNetTest.csv
+++ b/data/stimulus_info_ImageNetTest.csv
@@ -7,45 +7,45 @@ n01858441_11077,No,No,No
 n01943899_24131,Yes,No,Yes
 n01976957_13223,No,No,No
 n02071294_46212,Yes,No,Yes
-n02128385_20264,Yee,No,Yes
+n02128385_20264,Yes,No,Yes
 n02139199_10398,No,No,No
 n02190790_15121,No,No,No
 n02274259_24319,No,No,No
 n02416519_12793,No,No,No
 n02437136_12836,No,No,No
 n02437971_5013,No,No,No
-n02690373_7713,Yee,No,No
-n02797295_15411,Yee,No,No
+n02690373_7713,Yes,No,No
+n02797295_15411,Yes,No,No
 n02824058_18729,No,No,No
 n02882301_14188,No,No,No
 n02916179_24850,No,No,No
 n02950256_22949,No,No,No
-n02951358_23759,Yee,No,Yes
+n02951358_23759,Yes,No,Yes
 n03064758_38750,No,No,No
 n03122295_31279,No,No,No
-n03124170_13920,Yee,No,Yes
+n03124170_13920,Yes,No,Yes
 n03237416_58334,No,No,No
-n03272010_11001,Yee,No,Yes
+n03272010_11001,Yes,No,Yes
 n03345837_12501,No,No,No
-n03379051_8496,Yee,No,Yes
-n03452741_24622,Yee,No,Yes
+n03379051_8496,Yes,No,Yes
+n03452741_24622,Yes,No,Yes
 n03455488_28622,No,No,No
 n03482252_22530,No,No,No
-n03495258_9895,Yee,No,Yes
-n03584254_5040,Yee,No,Yes
+n03495258_9895,Yes,No,Yes
+n03584254_5040,Yes,No,Yes
 n03626115_19498,No,No,No
-n03710193_22225,Yee,No,Yes
+n03710193_22225,Yes,No,Yes
 n03716966_28524,No,No,No
-n03761084_43533,Yee,No,Yes
+n03761084_43533,Yes,No,Yes
 n03767745_109,No,No,No
 n03941684_21672,No,No,No
 n03954393_10038,No,No,No
 n04210120_9062,No,No,No
-n04252077_10859,Yee,No,Yes
-n04254777_16338,Yee,No,Yes
+n04252077_10859,Yes,No,Yes
+n04254777_16338,Yes,No,Yes
 n04297750_25624,No,No,No
 n04387400_16693,No,No,No
-n04507155_21299,Yee,No,Yes
+n04507155_21299,Yes,No,Yes
 n04533802_19479,No,No,No
-n04554684_53399,Yee,No,Yes
+n04554684_53399,Yes,No,Yes
 n04572121_3262,No,No,No
\ No newline at end of file

From a5781a8580b231123b3e79a80040d9de15cd03ee Mon Sep 17 00:00:00 2001
From: Shuntaro Aoki <ShuntaroAoki@users.noreply.github.com>
Date: Mon, 3 Jul 2023 19:02:37 +0900
Subject: [PATCH 5/6] Update README.md

---
 README.md | 21 +++++++++++----------
 1 file changed, 11 insertions(+), 10 deletions(-)

diff --git a/README.md b/README.md
index 6c95caf..a8eb04b 100644
--- a/README.md
+++ b/README.md
@@ -3,14 +3,20 @@
 This repository contains the data and demo codes for replicating results in our paper: [Horikawa and Kamitani (2017) Generic decoding of seen and imagined objects using hierarchical visual features. Nature Communications 8:15037](https://www.nature.com/articles/ncomms15037).
 The generic object decoding approach enabled decoding of arbitrary object categories including those not used in model training.
 
-## Data (fMRI data and visual features)
+## Dataset
 
-The preprocessed fMRI data for five subjects (training, test_perception, and test_imagery) and visual features (CNN1-8, HMAX1-3, GIST, and SIFT) are available at [figshare](https://figshare.com/articles/Generic_Object_Decoding/7387130).
-The fMRI data were saved as the [BrainDecoderToolbox2](https://github.com/KamitaniLab/BrainDecoderToolbox2)/[bdpy](https://github.com/KamitaniLab/bdpy) format.
+- Raw fMRI data: [OpenNeuro](https://openneuro.org/datasets/ds001246)
+- Preprocessed fMRI data and image features: [figshare](https://figshare.com/articles/Generic_Object_Decoding/7387130)
+- Stimulus images: upon request via <https://forms.gle/ujvA34948Xg49jdn9>
 
-The unpreprocessed fMRI data is available at [OpenNeuro](https://openneuro.org/datasets/ds001246).
+## Code
 
-## Visual images
+Demo programs for Matlab and Python are available in [code/matlab](code/matlab/) and [code/python](code/python), respectively.
+See README.md in each directory for the details.
+
+## Note
+
+### Visual images
 
 For copyright reasons, we do not make the visual images used in our experiments publicly available.
 You can request us to share the stimulus images at <https://forms.gle/ujvA34948Xg49jdn9>.
@@ -18,8 +24,3 @@ You can request us to share the stimulus images at <https://forms.gle/ujvA34948X
 Stimulus images used for higher visual area locazlier experiments in this study are available via <https://forms.gle/c6HGatLrt7JtTGQk7>.
 
 Some of the test images were taken from ILSVRC 2012 training images. See [data/stimulus_info_ImageNetTest.csv](https://github.com/KamitaniLab/GenericObjectDecoding/blob/master/data/stimulus_info_ImageNetTest.csv) for the list of images included in ILSVRC 2012 training images.
-
-## Demo program
-
-Demo programs for Matlab and Python are available in [code/matlab](code/matlab/) and [code/python](code/python), respectively.
-See README.md in each directory for the details.

From 115e2ba7325c234119fbebfd38d696d09e3c5d8b Mon Sep 17 00:00:00 2001
From: Shuntaro Aoki <ShuntaroAoki@users.noreply.github.com>
Date: Tue, 15 Oct 2024 09:57:44 +0900
Subject: [PATCH 6/6] Add files via upload

List of test image synsets
---
 data/ImageNetTest_synset.xlsx | Bin 0 -> 13258 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 data/ImageNetTest_synset.xlsx

diff --git a/data/ImageNetTest_synset.xlsx b/data/ImageNetTest_synset.xlsx
new file mode 100644
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