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Posts by Apurva Ratan Murty

Earth and Moon from DSCOVR NASA's Earth Polychromatic Imaging Camera (EPIC) aboard the Deep Space Climate Observatory (DSCOVR) satellite captured this unique view of the Moon as it moved in front of the sunlit side of Earth last month. This view shows the fully illuminated “dark side” of the moon that is never visible from Earth. Ian Regan processed this version of the image to account for the Moon's motion. NASA / NOAA / Ian Regan

Earth and Moon from DSCOVR NASA's Earth Polychromatic Imaging Camera (EPIC) aboard the Deep Space Climate Observatory (DSCOVR) satellite captured this unique view of the Moon as it moved in front of the sunlit side of Earth last month. This view shows the fully illuminated “dark side” of the moon that is never visible from Earth. Ian Regan processed this version of the image to account for the Moon's motion. NASA / NOAA / Ian Regan

I hadn't seen this before. This is pretty remarkable.

Earth and Moon in one NASA photo.

ht @astrokatie.com

2 weeks ago 22977 5243 2 886
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🧵 New preprint led by @bingbrunton.bsky.social, @elliottabe.bsky.social, @lawrencehu.bsky.social

We gave a worm brain control of a fly body and it walked

What did we learn? Nothing, other than deep reinforcement learning is effective

We call it the digital sphinx

www.biorxiv.org/content/10.6...

3 weeks ago 397 147 9 27
Kamila Jozwik - Join lab

postdoc and PhD positions in visual cognitive computational neuroscience in my lab at the University of Cambridge kamilajozwik.com/join_lab.html

4 weeks ago 19 11 0 0
cOMPaRatiVe cOGNitiONHumans share acousticpreferences with other animalsLogan S. James1,2,3,4* Sarah C. Woolley 1,2, Jon T. Sakata1,2,Courtney B. Hilton5,6, Michael J. Ryan3,4, Samuel A. Mehr5,7,8Many animals produce courtship sounds, and receivers prefersome sounds over others. Shared ancestry and convergentevolution may generate similarities in preference across speciesand underlie Darwin’s conjecture that some animals “havenearly the same taste for the beautiful as we have.” In this study,we show that humans share acoustic preferences with a rangeof animals, that the strength of human preferences correlateswith that in other animals, and that humans respond fasterwhen in agreement with animals. Furthermore, we foundgreatest agreement in preference for adorned, ancestral, andlower-frequency sounds. humans’ music listening experiencewas associated with preferences. These results are consistentwith theories arguing that biases in processing sculpt acousticpreferences, and they confirm Darwin’s century-old hunchabout the conservation of aesthetics in nature

cOMPaRatiVe cOGNitiONHumans share acousticpreferences with other animalsLogan S. James1,2,3,4* Sarah C. Woolley 1,2, Jon T. Sakata1,2,Courtney B. Hilton5,6, Michael J. Ryan3,4, Samuel A. Mehr5,7,8Many animals produce courtship sounds, and receivers prefersome sounds over others. Shared ancestry and convergentevolution may generate similarities in preference across speciesand underlie Darwin’s conjecture that some animals “havenearly the same taste for the beautiful as we have.” In this study,we show that humans share acoustic preferences with a rangeof animals, that the strength of human preferences correlateswith that in other animals, and that humans respond fasterwhen in agreement with animals. Furthermore, we foundgreatest agreement in preference for adorned, ancestral, andlower-frequency sounds. humans’ music listening experiencewas associated with preferences. These results are consistentwith theories arguing that biases in processing sculpt acousticpreferences, and they confirm Darwin’s century-old hunchabout the conservation of aesthetics in nature

out now in Science: @loganjames.bsky.social collected pairs of sounds in 16 species where we *know* which sound is more attractive (to that species)

he played them to ppl on themusiclab.org, asking, in each pair, which was nicer. humans agreed w other animals

doi.org/10.1126/science.aea1202

1 month ago 488 165 10 29
Video

Congratulations to Ian Thornton and colleagues who published their Mainz-Linez illusion in i-Perception (@pec-ipe.bsky.social):

the red dots appears to wave left and right when one looks at one of the black dots, but they actually move straight

journals.sagepub.com/doi/10.1177/...

1 month ago 84 29 3 2
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Our paper is out in @natneuro.nature.com!

www.nature.com/articles/s41...

We develop a geometric theory of how neural populations support generalization across many tasks.

@zuckermanbrain.bsky.social
@flatironinstitute.org
@kempnerinstitute.bsky.social

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2 months ago 278 101 7 1

Very cool!!

2 months ago 1 0 0 0

Would love to be added too. Thanks Amy

2 months ago 0 0 0 0
PNAS Proceedings of the National Academy of Sciences (PNAS), a peer reviewed journal of the National Academy of Sciences (NAS) - an authoritative source of high-impact, original research that broadly spans...

New paper out at PNAS: www.pnas.org/doi/10.1073/...
Revisiting the high-dimensional geometry of population responses in the visual cortex with @jpillowtime.bsky.social. The review took forever because a reviewer was doubtful our new estimator can infer eigenvalues beyond the rank of the data! (1/6)

2 months ago 69 19 2 2
Vacancy — PhD Position in NeuroAI for Video Perception in the Human Brain <p><span>Are you interested in using AI to unravel the mysteries of the brain? Do you want to perform cutting-edge NeuroAI research and leverage deep learning to understand human vision? Then check out the vacancy below and apply for a PhD position in this exciting research direction.</span></p>

I have a PhD opening for my #VIDI BrainShorts project 📽️🧠🤖! Are you or do you know an ambitious, recent (or almost) MSc graduate with a background in NeuroAI and interest in large-scale data collection and video perception? Check out our vacancy! (deadline Feb 15).
werkenbij.uva.nl/en/vacancies...

3 months ago 31 26 1 0
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New preprint: Confidence-accuracy dissociations in perceptual decision making. A review I was supposed to write 3 years ago for my VSS Young Investigator Award. Better late than never 😅 I tried to organize the literature and explore the likely mechanisms. Feedback welcome!

osf.io/preprints/ps...

3 months ago 63 23 0 1
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A distinct set of brain areas process prosody--the melody of speech Human speech carries information beyond the words themselves: pitch, loudness, duration, and pauses--jointly referred to as 'prosody'--emphasize critical words, help group words into phrases, and conv...

New preprint on prosody in the brain!
tinyurl.com/2ndswjwu
HeeSoKim NiharikaJhingan SaraSwords @hopekean.bsky.social @coltoncasto.bsky.social JenniferCole @evfedorenko.bsky.social

Prosody areas are distinct from pitch, speech, and multiple-demand areas, and partly overlap with lang+social areas→🧵

4 months ago 34 13 1 3
Preview
MOSAIC: A scalable framework for fMRI dataset aggregation and modeling of human vision Recent large-scale vision fMRI datasets have been invaluable resources to the vision neuroscience community for their deep sampling of individual subjects and diverse stimulus sets. However, practical...

Please reach out with feedback or if you feel we should include certain functions that would help you in your research!
Preprint: www.biorxiv.org/content/10.6...
Website: blahner.github.io/MOSAICfmri/
Code: github.com/murtylab/mos...

4 months ago 1 0 0 0

Thanks to a data grant from @amazonwebservices.bsky.social MOSAIC has been publicly hosted online. Just pip install mosaic-dataset!

4 months ago 3 0 1 0

MOSAIC is community-led and is meant to be a living resource. Do YOU have a large-ish dataset you'd like to add to MOSAIC? Please contact us! You can do it yourself (if you prefer) or we can help you with it. Let's push the field forward together..

4 months ago 2 0 1 0

nterested in training models directly on brain data? MOSAIC has the scale and quality to do this well!
Ben and Mayukh trained several models directly on MOSAIC (see preprint). You can do this easily as well!

4 months ago 1 0 1 0

nterested in computational modeling? MOSAIC provides careful test-train splits of the data ensuring that there is no data-leakage! (Something I think is very much needed and IMO missing from the field. More on this later though).

4 months ago 1 0 1 0

MOSAIC aggregates data from 8 publicly available fMRI datasets (93 subjects, >400k trials, and 163k individual images). Each dataset has been re-analyzed from scratch, and preprocessed using SOTA methods (GLMSingle
@jacob-prince.bsky.social , Kendrick Kay and colleagues)

4 months ago 2 0 1 0
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Video

Need more fMRI data (beyond the amazing NSD)? Introducing MOSAIC! Incredible effort led expertly by Ben Lahner, with help from grad student Mayukh Deb. Work in collaboration with the amazing Aude Oliva! @neurosky.bsky.social. More below..

4 months ago 26 9 1 3
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Investigating individual-specific topographic organization has traditionally been a resource-intensive and time-consuming process. But what if we could map visual cortex organization in thousands of brains? Here we offer the community with a toolbox that can do just that! tinyurl.com/deepretinotopy

4 months ago 82 40 4 1

Applications due December 1st!
Come work with us!

4 months ago 11 6 0 1

Excited to share our work on mechanisms of naturalistic audiovisual processing in the human brain 🧠🎬!!
www.biorxiv.org/content/10.1...

5 months ago 6 5 9 2
View from your office onto Giessen and surrounding villages.

View from your office onto Giessen and surrounding villages.

Please repost! I am looking for a PhD candidate in the area of Computational Cognitive Neuroscience to start in early 2026.

The position is funded as part of the Excellence Cluster "The Adaptive Mind" at @jlugiessen.bsky.social.

Please apply here until Nov 25:
www.uni-giessen.de/de/ueber-uns...

5 months ago 80 98 1 4

What happened when you told him? Curious abt his reaction 😂

5 months ago 3 0 0 0

Fantastic! Congratulations Iris

5 months ago 2 0 0 0
PNAS Proceedings of the National Academy of Sciences (PNAS), a peer reviewed journal of the National Academy of Sciences (NAS) - an authoritative source of high-impact, original research that broadly spans...

Delighted to share our new paper, now out in PNAS! www.pnas.org/doi/10.1073/...

"Hierarchical dynamic coding coordinates speech comprehension in the brain"

with dream team @alecmarantz.bsky.social, @davidpoeppel.bsky.social, @jeanremiking.bsky.social

Summary 👇

1/8

5 months ago 93 35 2 5
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Empathy + Action = A Better World

Thank you, Jane Goodall

6 months ago 6506 1108 74 38
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Excited to share new work with @hleemasson.bsky.social , Ericka Wodka, Stewart Mostofsky and @lisik.bsky.social! We investigated how simultaneous vision and language signals are combined in the brain using naturalistic+controlled fMRI. Read the paper here: osf.io/b5p4n
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6 months ago 50 11 1 2
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Thanks Tahereh! I’ll unfortunately not be at Neurips this year but will request Herrick to reach out directly. I’m sure he’d appreciate the feedback. He can also tell you about other things works and esp things that don’t work as well.

6 months ago 1 0 0 0

At Neurips? You can now check out @herrickfung.bsky.social ‘s new work on modeling individual differences at two workshops! Much more to say on this awesome colab with @dobyrahnev.bsky.social very soon. 🙂

6 months ago 5 2 1 0