This paper had a pretty shocking headline result (40% of voxels!), so I dug into it, and I think it is wrong. Essentially: they compare two noisy measures and find that about 40% of voxels have different sign between the two. I think this is just noise!
Posts by Tomas Knapen
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
Our team's new publications cover the Nature portfolio! ๐งช๐ง
- Vision & touch (Nature, rdcu.be/eSsZR)
- Psychedelics (Nat Commun, rdcu.be/eSsZ2)
- Binocular rivalry (Nat Hum Behav, rdcu.be/eSsYW)
- CSF mobility (Nat Neurosci, rdcu.be/eSs0c)
- Numerical cognition (Commun Biol, rdcu.be/eSs0p)
Nature research paper: Vicarious body maps bridge vision and touch in the human brain
go.nature.com/4839zaL
Massive congratulations to lead author @HedgerResearch, and co-authors Thomas Naselaris and @cvnlab .
Read the open-access paper here ๐
bit.ly/VisualBodyMaps
#Neuroscience #BrainMapping #VicariousTouch
This provides a mechanistic basis for everyday vicarious experiences โ like flinching when you see someone fall โ but the implications go far deeper:
โข Social cognition
โข Sensory and clinical neuroscience (e.g., ASD)
โข Embodied AI & AGI development
The core discovery:
Visual cortex isnโt purely visual โ itโs tiled with orderly somatotopic maps, aligned with the maps in primary somatosensory cortex.
Seeing recruits the same body-based computational machinery you use to feel your own body. x.com/HedgerResear...
New today in @Nature: your visual cortex contains touch-based body maps. bit.ly/VisualBodyMaps
Your brain transforms what you see into first-person, body-referenced codes: A previously unknown bridge between vision and touch.
On the nose
Very proud of Marcoโs work in this project!
The paper demonstrating that #psilocybin alters contextual computations is out in @natcomms.nature.com : doi.org/10.1038/s414...
Thanks to the reviewers and coauthors : @marcoaqil.bsky.social , @tknapen.bsky.social , @gillesdehollander.bsky.social , and Nina Vreugdenhil
Hey everyone at @vssmtg.bsky.social! If youโre interested in pRF fitting, go visit Garikoitz Lerma-Usabiagaโs poster on pRF fitting methods!
For our development of these tools, weโre very interested to hear you want in these tools. Please fill out our questionnaire:
forms.gle/fx5UMs1362jv...
๐๐ฆ๐ณ๐ด๐ฐ๐ฏ, ๐ด๐ต๐ข๐ฏ๐ฅ๐ช๐ฏ๐จ ๐ฐ๐ฏ ๐ต๐ฉ๐ฆ ๐ฃ๐ฆ๐ข๐ค๐ฉ ๐ฅ๐ฐ๐ช๐ฏ๐จ ๐บ๐ฐ๐จ๐ข, ๐ด๐ต๐ข๐ฏ๐ฅ๐ช๐ฏ๐จ ๐ฐ๐ฏ ๐ฐ๐ฏ๐ฆ ๐ง๐ฐ๐ฐ๐ต, ๐ธ๐ช๐ต๐ฉ ๐ฐ๐ฏ๐ฆ ๐ฉ๐ข๐ฏ๐ฅ ๐ฐ๐ฏ ๐ต๐ฉ๐ฆ ๐จ๐ณ๐ฐ๐ถ๐ฏ๐ฅ, ๐ค๐ฐ๐ฏ๐ต๐ฐ๐ณ๐ต๐ฆ๐ฅ ๐ช๐ฏ ๐ข๐ฏ ๐ถ๐ฏ๐ถ๐ด๐ถ๐ข๐ญ ๐ข๐ฏ๐ฅ ๐ค๐ฉ๐ข๐ญ๐ญ๐ฆ๐ฏ๐จ๐ช๐ฏ๐จ ๐ฑ๐ฐ๐ด๐ฆ, ๐ธ๐ฉ๐ช๐ญ๐ฆ ๐ค๐ฐ๐ฏ๐ต๐ฆ๐ฎ๐ฑ๐ญ๐ข๐ต๐ช๐ฏ๐จ ๐ต๐ฉ๐ฆ ๐ช๐ฅ๐ฆ๐ข ๐ต๐ฉ๐ข๐ต ๐จ๐ฆ๐ฏ๐ฆ๐ณ๐ข๐ต๐ช๐ท๐ฆ ๐๐ ๐ฉ๐ข๐ด โ๐ธ๐ฐ๐ณ๐ญ๐ฅ ๐ฎ๐ฐ๐ฅ๐ฆ๐ญ๐ดโ
A thread motivated by a new paper on body representations in the human brain at a fine-grained (multi-unit) level, spearheaded by J Garcia Ramirez, T Theys, and P Janssen, where I was a small part of a bigger collaboration that also included S Bracci, R Murty and @nancykanwisher.bsky.social. 1/n
And people sampling the videos with their eyes allows them to shape their own brain responses. This will likely generate an additional level of โindividualityโ to brain responses, lowering ISC
Our results indicate the brain uses aligned, 'multiplexed' topographic maps to structure connections between vision and somatosensation. The computational machinery classically attributed to the somatosensory system is embedded within/aligned with that of the "visual" system. ๐งต
These findings complement recent work indicating that dorsolateral visual cortex is a fundamentally multi-sensory part of the brain whose role extends beyond passive visual analysis to encompass semantic and bodily information relevant to interactions with the world. 20/n
These encoding model fits revealed a new map of visual body-part selectivity, which overlapped with somatotopic tuning across the FBA, EBA and, strikingly, the visual word form area (VWFA). 19/n
To address this, we combined the Natural Scenes Dataset with a pose-detection algorithm fit a body-part tuning encoding model. This allowed us to generate a map of visual body part preference, organised along a similar toe-to-tongue axis as the somatotopic connectivity maps. 18/n
Much of visual cortex is body-part selective. If this tuning relates to our somatotopic connectivity, we should also be able to predict visual body part selectivity from somatotopic tuning and reveal multi-modal body-referenced alignment playing out at more semantic levels. 17/n
We did indeed find evidence for an alignment between visual field tuning and body part tuning beyond that expected by chance. We found this mostly dorsally and in the superior portion of EBA. 16/n
But do these bodily maps predict anything about visual function? For instance, could lower body part tuning (e.g. toes) predict lower visual field tuning? Such an alignment might facilitate interactions with the environment. 15/n
Yes! Throughout dorsolateral visual cortex, we see several body-part gradients separated by reversals. These maps were consistent across hemispheres and subject splits. 14/n
But what about the body part tuning of these somatotopic activations? Do these dorsolateral regions exhibit orderly gradients, as found in 'core' somatosensory regions around the central sulcus? The answer is... 13/n
We then repeated our somatosensory connectivity analyses separately on a movie section involving human agents and another without any humans. This demonstrated that somatotopic responses are not generic, but driven by movie content, specifically that featuring human action. 12/n
Our analysis allows us to contrast somatotopic and retinotopic explained variance. All dorsolateral (but not ventral!) visual regions were characterised by multimodal topographic connectivity. These regions care as much or more about the body as they do the visual scene! 11/n
We find that movie watching led to increased somatotopic connectivity in the somatosensory network outlined above. But strikingly, we now also find that dorsolateral visual cortex has structured connectivity with S1. Look at that red band across visual cortex! 10/n
So, we turned to the HCP movie watching experiment. This dataset allows us to investigate the relation of somatosensory connectivity to naturalistic visual experiences, where mental content is yoked to a visual stimulus. 9/n
So, during resting state, endogenous activations throughout frontal, parietal, and insular cortex resonate along scaffolding provided by the somatotopic structure of bodily sensations. But how this resonance relates to mental content in resting state is unclear... 8/n