Emalie McMahon
@emaliemcmahon.bsky.social
Postdoc at MIT | Formerly Cognitive Science at Johns Hopkins
emaliemcmahon.github.io
emaliemcmahon.github.io
Reposted by Emalie McMahon
Humans are sensitive to many different types of social interactions, but it has been difficult to isolate these differences in the human brain
In this new preprint @yuanfangzhao.bsky.social w/ @emaliemcmahon.bsky.social applied data-driven methods to two fMRI video datasets to address this
1/n
In this new preprint @yuanfangzhao.bsky.social w/ @emaliemcmahon.bsky.social applied data-driven methods to two fMRI video datasets to address this
1/n
New preprint out!
“Separate Neural Representations for Physical and Communicative Social Interactions: Evidence from Data-driven Voxel Decomposition” w/ @emaliemcmahon.bsky.social @lisik.bsky.social
osf.io/preprints/ps...
“Separate Neural Representations for Physical and Communicative Social Interactions: Evidence from Data-driven Voxel Decomposition” w/ @emaliemcmahon.bsky.social @lisik.bsky.social
osf.io/preprints/ps...
OSF
osf.io
May 14, 2025 at 10:25 PM
Humans are sensitive to many different types of social interactions, but it has been difficult to isolate these differences in the human brain
In this new preprint @yuanfangzhao.bsky.social w/ @emaliemcmahon.bsky.social applied data-driven methods to two fMRI video datasets to address this
1/n
In this new preprint @yuanfangzhao.bsky.social w/ @emaliemcmahon.bsky.social applied data-driven methods to two fMRI video datasets to address this
1/n
Reposted by Emalie McMahon
Alternative title: "LLMs don't have ears (or eyes)"
What do humans and machines miss out on when processing language as purely written text, without all the embodied audiovisual richness that scaffolds language in daily human contexts?
Very proud of this elegant work from @tommybotch.bsky.social
What do humans and machines miss out on when processing language as purely written text, without all the embodied audiovisual richness that scaffolds language in daily human contexts?
Very proud of this elegant work from @tommybotch.bsky.social
New preprint! Thrilled to share my latest work with @esfinn.bsky.social -- "Sensory context as a universal principle of language in humans and LLMs"
osf.io/preprints/ps...
osf.io/preprints/ps...
OSF
osf.io
May 5, 2025 at 11:53 PM
Alternative title: "LLMs don't have ears (or eyes)"
What do humans and machines miss out on when processing language as purely written text, without all the embodied audiovisual richness that scaffolds language in daily human contexts?
Very proud of this elegant work from @tommybotch.bsky.social
What do humans and machines miss out on when processing language as purely written text, without all the embodied audiovisual richness that scaffolds language in daily human contexts?
Very proud of this elegant work from @tommybotch.bsky.social
Reposted by Emalie McMahon
On Friday, my son stayed home from school because he had a sore throat and wasn’t feeling well. He went with my husband to his office for the morning while I handled our daughter. When he came back at lunch, he was not interested in eating, saying his throat hurt too much. 1/n
May 5, 2025 at 7:11 AM
On Friday, my son stayed home from school because he had a sore throat and wasn’t feeling well. He went with my husband to his office for the morning while I handled our daughter. When he came back at lunch, he was not interested in eating, saying his throat hurt too much. 1/n
Reposted by Emalie McMahon
I'm incredibly honored to be a recipient of this year's Glushko Prize. I've looked up to so many past winners over the years, so it's surreal to be getting one myself. Thanks to Bob Glushko and the prize committee, as well as to my advisor Brian Scholl and Sam McDougle for their letters of support.
Join us in congratulating the rising stars of #CogSci 🌟
We're excited to introduce the 2025 Glushko Prize winners, and the fascinating research behind their work!
We're excited to introduce the 2025 Glushko Prize winners, and the fascinating research behind their work!
April 23, 2025 at 6:33 PM
I'm incredibly honored to be a recipient of this year's Glushko Prize. I've looked up to so many past winners over the years, so it's surreal to be getting one myself. Thanks to Bob Glushko and the prize committee, as well as to my advisor Brian Scholl and Sam McDougle for their letters of support.
I am excited to share our recent preprint and the last paper of my PhD! Here, @imelizabeth.bsky.social, @lisik.bsky.social, Mick Bonner, and I investigate the spatiotemporal hierarchy of social interactions in the lateral visual stream using EEG-fMRI.
osf.io/preprints/ps...
#CogSci #EEG
osf.io/preprints/ps...
#CogSci #EEG
April 23, 2025 at 3:34 PM
I am excited to share our recent preprint and the last paper of my PhD! Here, @imelizabeth.bsky.social, @lisik.bsky.social, Mick Bonner, and I investigate the spatiotemporal hierarchy of social interactions in the lateral visual stream using EEG-fMRI.
osf.io/preprints/ps...
#CogSci #EEG
osf.io/preprints/ps...
#CogSci #EEG
Reposted by Emalie McMahon
I still can't believe this! I'm deeply grateful to Bob Glushko and to @cogscisociety.bsky.social for this award. Huge thanks to my advisors @sabinehunnius.bsky.social and @neuroecologylab.bsky.social, and to many more collaborators, all the work in my thesis would have been impossible without them!
Join us in congratulating the rising stars of #CogSci 🌟
We're excited to introduce the 2025 Glushko Prize winners, and the fascinating research behind their work!
We're excited to introduce the 2025 Glushko Prize winners, and the fascinating research behind their work!
April 23, 2025 at 12:14 PM
I still can't believe this! I'm deeply grateful to Bob Glushko and to @cogscisociety.bsky.social for this award. Huge thanks to my advisors @sabinehunnius.bsky.social and @neuroecologylab.bsky.social, and to many more collaborators, all the work in my thesis would have been impossible without them!
It is truly an honor to be recognized as a Glushko prize winner among all these incredible scientists. Thank you to the prize committee and to my PhD advisors @lisik.bsky.social and Mick Bonner.
Join us in congratulating the rising stars of #CogSci 🌟
We're excited to introduce the 2025 Glushko Prize winners, and the fascinating research behind their work!
We're excited to introduce the 2025 Glushko Prize winners, and the fascinating research behind their work!
April 23, 2025 at 11:45 AM
It is truly an honor to be recognized as a Glushko prize winner among all these incredible scientists. Thank you to the prize committee and to my PhD advisors @lisik.bsky.social and Mick Bonner.
Reposted by Emalie McMahon
New paper! 🧠 **The cerebellar components of the human language network**
with: @hsmall.bsky.social @moshepoliak.bsky.social @gretatuckute.bsky.social @benlipkin.bsky.social @awolna.bsky.social @aniladmello.bsky.social and @evfedorenko.bsky.social
www.biorxiv.org/content/10.1...
1/n 🧵
with: @hsmall.bsky.social @moshepoliak.bsky.social @gretatuckute.bsky.social @benlipkin.bsky.social @awolna.bsky.social @aniladmello.bsky.social and @evfedorenko.bsky.social
www.biorxiv.org/content/10.1...
1/n 🧵
The cerebellar components of the human language network
The cerebellum's capacity for neural computation is arguably unmatched. Yet despite evidence of cerebellar contributions to cognition, including language, its precise role remains debated. Here, we sy...
www.biorxiv.org
April 21, 2025 at 3:19 PM
New paper! 🧠 **The cerebellar components of the human language network**
with: @hsmall.bsky.social @moshepoliak.bsky.social @gretatuckute.bsky.social @benlipkin.bsky.social @awolna.bsky.social @aniladmello.bsky.social and @evfedorenko.bsky.social
www.biorxiv.org/content/10.1...
1/n 🧵
with: @hsmall.bsky.social @moshepoliak.bsky.social @gretatuckute.bsky.social @benlipkin.bsky.social @awolna.bsky.social @aniladmello.bsky.social and @evfedorenko.bsky.social
www.biorxiv.org/content/10.1...
1/n 🧵
Reposted by Emalie McMahon
Hey, just a quiet reminder: it’s not true that people get more conservative as they age. *Populations* get more conservative as they age because poor and marginalized people die sooner.
nymag.com/intelligence...
nymag.com/intelligence...
Seniors Are More Conservative Because the Poor Die Off
Sometimes older voters aren’t just naturally more conservative. It’s just that wealthier and whiter people tend to live longer and healthier lives.
nymag.com
April 13, 2025 at 12:02 AM
Hey, just a quiet reminder: it’s not true that people get more conservative as they age. *Populations* get more conservative as they age because poor and marginalized people die sooner.
nymag.com/intelligence...
nymag.com/intelligence...
Reposted by Emalie McMahon
New preprint “Monkey See, Model Knew: LLMs accurately predict visual responses in humans AND NHPs”
Led by Colin Conwell with @emaliemcmahon.bsky.social Akshay Jagadeesh, Kasper Vinken @amrahs-inolas.bsky.social @jacob-prince.bsky.social George Alvarez @taliakonkle.bsky.social & Marge Livingstone 1/n
Led by Colin Conwell with @emaliemcmahon.bsky.social Akshay Jagadeesh, Kasper Vinken @amrahs-inolas.bsky.social @jacob-prince.bsky.social George Alvarez @taliakonkle.bsky.social & Marge Livingstone 1/n
March 14, 2025 at 4:14 PM
New preprint “Monkey See, Model Knew: LLMs accurately predict visual responses in humans AND NHPs”
Led by Colin Conwell with @emaliemcmahon.bsky.social Akshay Jagadeesh, Kasper Vinken @amrahs-inolas.bsky.social @jacob-prince.bsky.social George Alvarez @taliakonkle.bsky.social & Marge Livingstone 1/n
Led by Colin Conwell with @emaliemcmahon.bsky.social Akshay Jagadeesh, Kasper Vinken @amrahs-inolas.bsky.social @jacob-prince.bsky.social George Alvarez @taliakonkle.bsky.social & Marge Livingstone 1/n
Reposted by Emalie McMahon
We wrote a paper on how we think language interacts with Theory of Mind, why the connection is tricky to find experimentally, and what this means for pragmatics: www.sciencedirect.com/science/arti...
kwnsfk27.r.eu-west-1.awstrack.me
December 18, 2024 at 3:45 PM
We wrote a paper on how we think language interacts with Theory of Mind, why the connection is tricky to find experimentally, and what this means for pragmatics: www.sciencedirect.com/science/arti...
Reposted by Emalie McMahon
I promised to write about my thoughts on the status of the field of neuroAI, some of the big challenges we are facing, and the approaches we are taking to address them. This is super selective on the topic of finding a good model but in my view it affects the field as a whole. Here we go. 🧵
December 11, 2024 at 10:18 PM
I promised to write about my thoughts on the status of the field of neuroAI, some of the big challenges we are facing, and the approaches we are taking to address them. This is super selective on the topic of finding a good model but in my view it affects the field as a whole. Here we go. 🧵
Reposted by Emalie McMahon
Monkey See, Model Knew: LLMs accurately Predict Human AND Macaque Visual Brain Activity
Colin Conwell, @emaliemcmahon.bsky.social, Akshay Vivek Jagadeesh, Kasper Vinken, @amrahs-inolas.bsky.social, @jacob-prince.bsky.social, George Alvarez, @taliakonkle.bsky.social and Marge Livingstone
Colin Conwell, @emaliemcmahon.bsky.social, Akshay Vivek Jagadeesh, Kasper Vinken, @amrahs-inolas.bsky.social, @jacob-prince.bsky.social, George Alvarez, @taliakonkle.bsky.social and Marge Livingstone
December 13, 2024 at 3:24 PM
Monkey See, Model Knew: LLMs accurately Predict Human AND Macaque Visual Brain Activity
Colin Conwell, @emaliemcmahon.bsky.social, Akshay Vivek Jagadeesh, Kasper Vinken, @amrahs-inolas.bsky.social, @jacob-prince.bsky.social, George Alvarez, @taliakonkle.bsky.social and Marge Livingstone
Colin Conwell, @emaliemcmahon.bsky.social, Akshay Vivek Jagadeesh, Kasper Vinken, @amrahs-inolas.bsky.social, @jacob-prince.bsky.social, George Alvarez, @taliakonkle.bsky.social and Marge Livingstone
Reposted by Emalie McMahon
This new article perfectly concludes my time & lessons in Jim’s lab.@JamesJDiCarlo and I propose +review SMART models of object recognition
✅ Sensory computable
✅ Mechanistic
✅ Anatomically Referenced
✅ Testable
Coming in Annual Reviews 2024
Preprint: bit.ly/3tk7u8D
✅ Sensory computable
✅ Mechanistic
✅ Anatomically Referenced
✅ Testable
Coming in Annual Reviews 2024
Preprint: bit.ly/3tk7u8D
December 12, 2023 at 3:20 AM
This new article perfectly concludes my time & lessons in Jim’s lab.@JamesJDiCarlo and I propose +review SMART models of object recognition
✅ Sensory computable
✅ Mechanistic
✅ Anatomically Referenced
✅ Testable
Coming in Annual Reviews 2024
Preprint: bit.ly/3tk7u8D
✅ Sensory computable
✅ Mechanistic
✅ Anatomically Referenced
✅ Testable
Coming in Annual Reviews 2024
Preprint: bit.ly/3tk7u8D
Reposted by Emalie McMahon
First post here - sharing that our paper on infants' representation of third-party helping interactions is now published (OA) at the Annual Review of Developmental Psychology! www.annualreviews.org/doi/full/10....
December 12, 2023 at 8:51 AM
First post here - sharing that our paper on infants' representation of third-party helping interactions is now published (OA) at the Annual Review of Developmental Psychology! www.annualreviews.org/doi/full/10....
Reposted by Emalie McMahon
I am super excited to share our preprint "Early neural development of social perception: evidence from voxel-wise encoding in young children and adults" with Angira Shirahatti and @lisik.bsky.social !! osf.io/preprints/ps...
November 30, 2023 at 8:19 PM
I am super excited to share our preprint "Early neural development of social perception: evidence from voxel-wise encoding in young children and adults" with Angira Shirahatti and @lisik.bsky.social !! osf.io/preprints/ps...
Reposted by Emalie McMahon
Our paper "Hierarchical organization of social action features in the lateral visual stream" led by @emaliemcmahon.bsky.social with Mick Bonner is now out in @currentbiology.bsky.social
www.sciencedirect.com/science/arti...
www.sciencedirect.com/science/arti...
November 1, 2023 at 4:55 PM
Our paper "Hierarchical organization of social action features in the lateral visual stream" led by @emaliemcmahon.bsky.social with Mick Bonner is now out in @currentbiology.bsky.social
www.sciencedirect.com/science/arti...
www.sciencedirect.com/science/arti...
In our new paper out today at Trends in Cognitive Science, @lisik.bsky.social and I argue that social interaction perception is a visual process–computed by the visual system. (1/3)
tinyurl.com/nhh2dhx
#PsychSciSky #CogSci #CogPsyc #compneuro
tinyurl.com/nhh2dhx
#PsychSciSky #CogSci #CogPsyc #compneuro
October 5, 2023 at 2:00 PM
In our new paper out today at Trends in Cognitive Science, @lisik.bsky.social and I argue that social interaction perception is a visual process–computed by the visual system. (1/3)
tinyurl.com/nhh2dhx
#PsychSciSky #CogSci #CogPsyc #compneuro
tinyurl.com/nhh2dhx
#PsychSciSky #CogSci #CogPsyc #compneuro