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A Study of Representational Similarity: The Emergence of Object Concepts in Rapid Serial Visual Presentation Streams

Zhou, I. X. D.; Grootswagers, T.; Segula, B.; Robinson, A.; Shatek, S.; Whyte, C.; Carlson, T.

2019-10-30 neuroscience
10.1101/824565 bioRxiv
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DisclaimerThis manuscript has been withdrawn by the authors as it was preliminary work that was submitted without the full consent of all the authors. Therefore, the authors do not wish this work to be cited as reference for the project. A new version is forthcoming. If you have any questions, please contact the corresponding author.

Matching journals

The top 8 journals account for 50% of the predicted probability mass.

1
Journal of Vision
● 110 papers in training set
Top 0.2%
9.5%
Similar papers in this journal
2
PLOS ONE
● 5266 papers in training set
Top 22%
7.7%
Similar papers in this journal
3
NeuroImage
○ 903 papers in training set
Top 2%
7.7%
Similar papers in this journal
4
Scientific Reports
○ 3612 papers in training set
Top 7%
7.7%
Similar papers in this journal
5
Vision Research
○ 29 papers in training set
Top 0.1%
7.7%
Similar papers in this journal
6
PLOS Computational Biology
● 1863 papers in training set
Top 8%
4.2%
7
Journal of Experimental Psychology: Human Perception and Performance
● 13 papers in training set
Top 0.1%
4.2%
8
Cortex
○ 119 papers in training set
Top 0.4%
4.2%
50% of probability mass above
9
Journal of Cognitive Neuroscience
● 135 papers in training set
Top 0.7%
3.3%
10
eneuro
● 439 papers in training set
Top 3%
3.1%
11
Neuropsychologia
○ 85 papers in training set
Top 0.5%
2.7%
12
European Journal of Neuroscience
○ 189 papers in training set
Top 1%
2.4%
13
Cognition
○ 47 papers in training set
Top 0.3%
2.1%
14
Neuroscience of Consciousness
◐ 16 papers in training set
Top 0.1%
2.1%
15
Nature Communications
○ 5641 papers in training set
Top 43%
1.9%
16
Journal of Experimental Psychology: General
● 23 papers in training set
Top 0.2%
1.9%
17
Frontiers in Human Neuroscience
○ 77 papers in training set
Top 1%
1.7%
18
Frontiers in Psychology
○ 56 papers in training set
Top 0.8%
1.6%
19
Journal of Neurophysiology
● 302 papers in training set
Top 2%
1.5%
20
The Journal of Neuroscience
● 1025 papers in training set
Top 8%
1.4%
21
eLife
● 5828 papers in training set
Top 55%
1.4%
22
Psychological Science
○ 18 papers in training set
Top 0.3%
1.1%
23
Cerebral Cortex
◐ 396 papers in training set
Top 5%
0.8%
24
Scientific Data
○ 209 papers in training set
Top 3%
0.8%
25
Consciousness and Cognition
○ 19 papers in training set
Top 0.4%
0.8%
26
iScience
○ 1154 papers in training set
Top 38%
0.8%
27
Neural Computation
● 39 papers in training set
Top 0.8%
0.8%
28
PLOS Biology
● 486 papers in training set
Top 15%
0.6%
29
Communications Psychology
○ 22 papers in training set
Top 0.5%
0.6%
30
Communications Biology
○ 993 papers in training set
Top 37%
0.6%

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.