//
sign in
Profile
by @danabra.mov
Profile
by @dansshadow.bsky.social
Profile
by @jimpick.com
AviHandle
by @danabra.mov
AviHandle
by @dansshadow.bsky.social
AviHandle
by @katherine.computer
EventsList
by @katherine.computer
ProfileHeader
by @dansshadow.bsky.social
ProfileHeader
by @danabra.mov
ProfileMedia
by @danabra.mov
ProfilePlays
by @danabra.mov
ProfilePosts
by @danabra.mov
ProfilePosts
by @dansshadow.bsky.social
ProfileReplies
by @danabra.mov
Record
by @atsui.org
Skircle
by @danabra.mov
StreamPlacePlaylist
by @katherine.computer
+ new component
Profile
Loading...
• Postdoc, Dept of Neurosurgery, UTHealth • Compositionality in neural and artificial systems Website: https://elliot-murphy.com/
Elliot Murphy









Loading...
New paper out today on syntactic constituency structure tracking in EEG! www.sciencedirect.com/science/arti...
3d
The diffusion of large language models in published academic articles www.pnas.org/doi/10.1073/...
Indeterminism and the physics of open neural dynamics www.cell.com/trends-open/... - the brain is not a deterministic system
Extremely cool work 😎 🧠 Fine-tuning language encoding models on slow fMRI improves prediction for fast ECoG arxiv.org/html/2605.19...
Discussion about Platonic spaces in biology youtu.be/pnNVVb2ngO0?...
Deconstructing “science populists” youtu.be/JAb_vjdnLY0?...
17d
Transitioning from speech to language brain–computer interfaces www.nature.com/articles/s44...
12d
Simple input–output dependencies explain neuronal activity www.nature.com/articles/s41...
18d
The U.S. has 1,200 AI bills and no good test for any of them fortune.com/2026/05/15/a...
20d
28d
19d
24d
1mo
www.pnas.org
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...
Elliot Murphy
PNAS
arxiv.org
YouTube video by Michael Levin's Academic Content
youtu.be
Fine-tuning language encoding models on slow fMRI improves prediction for fast ECoG
Platonic Space discussion 4
Philip Resnik: ‘to address LLM bias, start from the hard-core interpretation of the distributional hypothesis, where meaning is distribution, as opposed to distribution being part of what goes into the characterization of meaning and inference’ @complingjournal.bsky.social doi.org/10.1162/coli...
Elliot Murphy
DTG Science Populists Chat with Sam Gregson and Tim Henke
YouTube video by Decoding the Gurus
youtu.be
Kevin Mitchell
Elliot Murphy
In neurons, the mapping from inputs to output involves complex biophysical processes. Despite this complexity, it is now shown that simple artificial models explain a large fraction of the variability...
Speech brain–computer interfaces have promoted communication restoration in individuals with anarthria by decoding intended speech from sensorimotor cortical activity. The next generation of communica...
www.nature.com
Simple input–output dependencies explain neuronal activity - Nature Physics
Transitioning from speech to language brain–computer interfaces - Nature Reviews Bioengineering
www.nature.com
17d
Elliot Murphy
Elliot Murphy
Elliot Murphy
Yale's Jeffrey Sonnenfeld and Stephen Henriques and NYU's Gary Marcus offer a method for separating necessary AI regulation from legislative noise.
fortune.com
The U.S. has 1,200 AI bills and no good test for any of them | Fortune
Elliot Murphy
Elliot Murphy
Abstract. This position paper’s primary goal is to provoke thoughtful discussion about the relationship between bias and fundamental properties of large language models (LLMs). I do this by seeking to...
doi.org
Large Language Models Are Biased Because They Are Large Language Models
Giosuè Baggio