Melissa Franch, PhD
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mfranch.bsky.social
Melissa Franch, PhD
@mfranch.bsky.social
Postdoc in the Hayden lab at Baylor College of Medicine studying neural computations of natural language & communication in humans. Sister to someone with autism. she/her. melissafranch.com
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I am incredibly proud to share my first, first-author paper as a postdoc with @benhayden.bsky.social . How does the human hippocampus, known for encoding concepts, represent the meanings of words while listening to narrative speech?
www.biorxiv.org/content/10.1...
Reposted by Melissa Franch, PhD
New paper with @statsepi.bsky.social and @deevybee.bsky.social in which we show there's really no evidence for a link between the gut microbiome and autism www.cell.com/neuron/fullt...
Conceptual and methodological flaws undermine claims of a link between the gut microbiome and autism
Claims that the gut microbiome causally contributes to autism regularly appear in the scientific literature and popular press. Mitchell et al. critically examine influential studies underpinning these...
www.cell.com
November 13, 2025 at 4:10 PM
If you're attending HSN or #SfN2025 #SfN25 be sure to come by my poster to learn about my new work, "Neural signatures of impaired semantic contextualization in autism."

SFN info: Board KK2, Sun Nov 16. 13-1700PM
November 12, 2025 at 4:18 PM
Reposted by Melissa Franch, PhD
Thrilled to share our new paper, out now in @natneuro.nature.com, uncovering how estradiol, the most potent estrogen, modulates reinforcement learning and reward prediction errors across biological levels. www.nature.com/articles/s41...

#blueprint 1/7
Estrogen modulates reward prediction errors and reinforcement learning - Nature Neuroscience
Dopamine encoding of reward prediction errors naturally fluctuates over females’ reproductive cycles with estrogenic signaling due to reduced expression of dopamine reuptake proteins.
www.nature.com
November 11, 2025 at 2:41 PM
Reposted by Melissa Franch, PhD
I rarely come on here or any social media, but wanted to share our latest preprint of large-scale human single neuron recordings during an auditory working memory task: doi.org/10.1101/2025...
I'm very grateful to our patients, my co-authors and the funders. And to anyone who reads it :-) 🧠📈🧵👇(1/5)
Brain-wide single-neuron bases of working memory for sounds in humans
In order to understand the constantly changing acoustic world our brains must maintain elements of auditory scenes in memory. The neural mechanisms for this fundamental process remain unclear. Here, w...
doi.org
November 11, 2025 at 2:51 PM
Reposted by Melissa Franch, PhD
I really enjoyed having this conversation with Andrew Huberman @hubermanlab.com and I hope y'all find it interesting: youtu.be/tb6ApBIXr1k?...
How Your Thoughts Are Built & How You Can Shape Them | Dr. Jennifer Groh
YouTube video by Andrew Huberman
youtu.be
November 11, 2025 at 3:32 PM
Reposted by Melissa Franch, PhD
All manifolds are shapes, but not every shape is a manifold. www.quantamagazine.org/what-is-a-ma...
What Is a Manifold? | Quanta Magazine
In the mid-19th century, Bernhard Riemann conceived of a new way to think about mathematical spaces, providing the foundation for modern geometry and physics.
www.quantamagazine.org
November 10, 2025 at 4:31 PM
Reposted by Melissa Franch, PhD
We're excited to announce the official lineup for our in-person event! 🎉

There's one week left to sign up - registration closes Nov. 1st. You don't want to miss this!

#StoriesOfWiN #SfN #WomenInNeuroscience
October 27, 2025 at 1:51 PM
Reposted by Melissa Franch, PhD
New Paper in Nature Communications!

We present exciting work on applying transfer learning on minimally invasive recordings to build scalable speech BCI for a more heterogeneous population. #iEEG #neuroskyence

Check it out : www.nature.com/articles/s41...
Transfer learning via distributed brain recordings enables reliable speech decoding - Nature Communications
Speech brain-computer interfaces face challenges scaling across individuals with different brain organization. Using minimally invasive recordings from 25 patients, the authors developed transfer learning methods that enable robust speech decoding even with incomplete brain coverage.
www.nature.com
October 2, 2025 at 3:02 PM
Reposted by Melissa Franch, PhD
🤖📈 How do LLMs use their depth?

Akshat Gupta led a fun project to find out! We leverage TunedLens (~linear decoding of tokens) to explore how LLMs' internal representations change from layer to layer.

Preprint: arxiv.org/abs/2510.18871

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October 23, 2025 at 4:17 PM
Reposted by Melissa Franch, PhD
I’m thrilled to share my postdoc work and the first paper from the McKinley Lab! 🎉
@karalmckinley.bsky.social
We built the first transgenic model of menstruation in mice.
We used it to uncover how the endometrium organizes and sheds during menstruation. 🧪
www.biorxiv.org/content/10.1...
🧵
Induction of menstruation in mice reveals the regulation of menstrual shedding
During menstruation, an inner layer of the endometrium is selectively shed, while an outer, progenitor-containing layer is preserved to support repeated regeneration. Progress in understanding this co...
www.biorxiv.org
October 10, 2025 at 12:50 PM
Reposted by Melissa Franch, PhD
Applying for faculty jobs this cycle? Check out our latest special episode! @moeneuro.bsky.social and @drnancypadilla.bsky.social discuss when to apply, important considerations when preparing applications, and more! Listen below!

www.storiesofwin.org/profiles/202...

#AcademicBluesky #NeuroJobs
Applying to faculty jobs 101 — Stories of WiN
This episode features Dr. Monique Smith (Assistant Professor, UCSD) discussing faculty job applications with host Dr. Nancy Padilla-Coreano.
www.storiesofwin.org
October 17, 2025 at 2:38 PM
Reposted by Melissa Franch, PhD
Surviving isn’t enough; underrepresented groups in academia need to thrive.

In this STEM Tea episode, @phdgprotein86.bsky.social is joined by @brielleryan.bsky.social and @heydrdukes.bsky.social.
Learn why visibility is sometimes the most important step >>> www.biotechniques.com/podcasts/ste... 🧪
STEM Tea | Founding Black in Neuro
Brielle Ferguson and Angeline Dukes discuss Black in Neuro, the power of visibility in representation and critical lessons about mentorship.
www.biotechniques.com
October 10, 2025 at 8:36 AM
Reposted by Melissa Franch, PhD
New preprint!

"Non-commitment in mental imagery is distinct from perceptual inattention, and supports hierarchical scene construction"

(by Li, Hammond, & me)

link: doi.org/10.31234/osf...

-- the title's a bit of a mouthful, but the nice thing is that it's a pretty decent summary
October 14, 2025 at 1:22 PM
Reposted by Melissa Franch, PhD
Really interesting work by Bakhurin and colleagues challenging the reward prediction error hypothesis of dopamine:
www.nature.com/articles/s41...
I love this figure which both echoes and undermines the famous figure from Schultz et al. (1997).
October 14, 2025 at 11:05 AM
Reposted by Melissa Franch, PhD
Figuring out how the brain uses information from visual neurons may require new tools, writes @neurograce.bsky.social. Hear from 10 experts in the field.

#neuroskyence

www.thetransmitter.org/the-big-pict...
Connecting neural activity, perception in the visual system
Figuring out how the brain uses information from visual neurons may require new tools. I asked nine experts to weigh in.
www.thetransmitter.org
October 13, 2025 at 1:23 PM
Reposted by Melissa Franch, PhD
Imagine an apple 🍎. Is your mental image more like a picture or more like a thought? In a new preprint led by Morgan McCarty—our lab's wonderful RA—we develop a new approach to this old cognitive science question and find that LLMs excel at tasks thought to be solvable only via visual imagery. 🧵
Artificial Phantasia: Evidence for Propositional Reasoning-Based Mental Imagery in Large Language Models
This study offers a novel approach for benchmarking complex cognitive behavior in artificial systems. Almost universally, Large Language Models (LLMs) perform best on tasks which may be included in th...
arxiv.org
October 1, 2025 at 1:27 AM
Reposted by Melissa Franch, PhD
I’m super excited to finally put my recent work with @behrenstimb.bsky.social on bioRxiv, where we develop a new mechanistic theory of how PFC structures adaptive behaviour using attractor dynamics in space and time!

www.biorxiv.org/content/10.1...
September 24, 2025 at 12:04 PM
Reposted by Melissa Franch, PhD
Does predictive coding work in SPACE or in TIME? Most neuroscientists assume TIME, i.e. neurons predict their future sensory inputs. We show that in visual cortex predictive coding actually works across SPACE, just like the original Rao+Ballard theory #neuroscience
www.biorxiv.org/cgi/content/...
September 22, 2025 at 7:09 PM
Reposted by Melissa Franch, PhD
New manuscript from the lab!

"Mirror manifolds: partially overlapping neural subspaces for speaking and listening"

Led by superstar grad student Anilu Chavez (not on Bluesky)!

www.biorxiv.org/content/10.1...
Mirror manifolds: partially overlapping neural subspaces for speaking and listening
Participants in conversations need to associate words their speakers but also retain those words general meanings. For example, someone talking about their hand is not referring to the other speakers ...
www.biorxiv.org
September 22, 2025 at 2:15 PM
Reposted by Melissa Franch, PhD
New preprint alert! The uterus expands ~500-fold in pregnancy, yet we know little about how pressures are sensed. Led by @yunxiao-dr.bsky.social, we show PIEZOs are required for contractions and birth in mice, with dual roles of PIEZO1 in muscle and PIEZO2 in neurons
www.biorxiv.org/content/10.1...
PIEZO channels link mechanical forces to uterine contractions in parturition
Mechanical forces are extensively involved in pregnancy and parturition, but their precise roles and mechanisms remain poorly understood. Here, we identify mechanically activated ion channels PIEZO1 a...
www.biorxiv.org
September 18, 2025 at 3:23 PM
Reposted by Melissa Franch, PhD
🎉 "High-dimensional neuronal activity from low-dimensional latent dynamics: a solvable model" will be presented as an oral at #NeurIPS2025 🎉

Feeling very grateful that reviewers and chairs appreciated concise mathematical explanations, in this age of big models.

www.biorxiv.org/content/10.1...
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September 19, 2025 at 8:01 AM
Reposted by Melissa Franch, PhD
Reposted by Melissa Franch, PhD
New pre-print day! Distributed and drifting signals for working memory load in human cortex 🧠 (with Ed Awh & @serences.bsky.social)

www.biorxiv.org/content/10.1...
Distributed and drifting signals for working memory load in human cortex
Increasing working memory (WM) load incurs behavioral costs, and whether the neural constraints on behavioral costs are localized (i.e., emanating from the intraparietal sulcus) or distributed across ...
www.biorxiv.org
September 16, 2025 at 1:18 PM