Jim Cavanagh
@jimfcav.bsky.social
150 followers 120 following 22 posts
Professor @UNM. Here to contribute to EEG research and open data practices. https://www.crclunm.com/
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jimfcav.bsky.social
Looking forward to reading it in more depth. Any chance to look at dmPFC-dlPFC theta band phase sychnrony?
Reposted by Jim Cavanagh
therealspr.bsky.social
✨🎬 “Psychophys Is” 2025 videos are lighting up the contest! This video was submitted by Olivia Quintana, Mark Lavelle, Kumar Narayana & James F. Cavanagh.

Submit your video before October 1, 2025: sprweb.org/spr-video-co...
jimfcav.bsky.social
I'd put frontal theta phase synchrony as a mechanism for implementing control at the top of the successes. Theoretically motivated, specific to control evocation, specific to theta, and *highly* replicated (see Fig 9.2: awspntest.apa.org/record/2023-...) 2/2
APA PsycNet
awspntest.apa.org
jimfcav.bsky.social
I've always thought of the problem as a more theoretical vs. atheoretical issue. Everyone can run methods and show connectivity. But *why* are these effects there? When are they *not there*? What is the connectivity *doing*? Few studies even bother to ask. 1/2
jimfcav.bsky.social
Really looking forward to reading this. Your work was very influential for a recent review article I wrote - and now this preprint seems even more relevant: osf.io/preprints/ps...
OSF
osf.io
Reposted by Jim Cavanagh
tomdonoghue.bsky.social
Seems as good a time as any to re-share the "OpenLists" collection - an openly accessible set of lists of available resources in / for Cognitive Neuroscience!

Includes open M/EEG & iEEG datasets & open software / analysis tools, and resources for DSP, Python, git, etc:

openlists.github.io
OpenLists
Curated lists of Open Resources.
openlists.github.io
jimfcav.bsky.social
Where Does EEG Come From and What Does It Mean?

pubmed.ncbi.nlm.nih.gov/28314445/
jimfcav.bsky.social
You got a template?
jimfcav.bsky.social
Neat thought about sign-tracking. But I don't see any evidence that RewP is involved in any RL or salience-related enhanced neural response to an imperative cue. It's feedback only (as far as we know). Response, volition, attention, meaning: all these enhance ERPs; RewP isn't any different.
jimfcav.bsky.social
In these cases we cite, the interspersed proxy cues are highly predictive of the desired outcome, so I think they end up being the same thing. (e.g. when you see ♦️, press 👈 to get a 😀. But before the 😀 you get a 🍇. This 🍇==😀 for the purposes of the RewP)
jimfcav.bsky.social
I remember when you did eeg!
jimfcav.bsky.social
1) We review its elicitation, quantification, generation & theoretical interpretation.
2) We challenge the assumption of a single bipolar signal (+RPE to -RPE) in the difference wave.
3) We propose a refined theoretical account: from reward receipt to a more nuanced signal of goal attainment.
jimfcav.bsky.social
Big news. After 48 drafts, Clay Holroyd and I are excited to present a narrative review and new theoretical summary on our favorite sensitive & specific EEG marker of reward receipt - the Reward Positivity: tinyurl.com/yzy98rur
Reposted by Jim Cavanagh
lindsayshaffer.bsky.social
Excited to share my first 1st & corresponding author preprint!

Here, I examine an EEG component, the Reward Positivity (RewP), during inference-based decision-making w/Holly Crowder, Peter Kakalec, Lam Duong, Craig McDonald, & Jim Thompson.

(1/15)
jimfcav.bsky.social
That student's name? Seth Abrutyn circa 1998.
jimfcav.bsky.social
Yeah I learned that from writing a paper with you. I think you have the shortest responses I've ever seen. Brevity is...

... good.
jimfcav.bsky.social
Yeah only one guy I know had the cojones to try something like that: www.jneurosci.org/content/32/2...
jimfcav.bsky.social
As more of a biologist than a modeler, I'm comfortable assuming that value is more complex than what RL accounts for. So ... not terribly surprised that a biological system acts like a complex affective/motivational register and not a highly restricted see-saw. (RewP as well, as you surely know)
jimfcav.bsky.social
Finally got time to read it. Great paper. Here's my review:

Major points: Why not just call it a P3a?

Minor points: Your ERPs are all upside down
Reposted by Jim Cavanagh
openbehavior.bsky.social
A new Python toolbox called HSSM simplifies working with Hierarchical Sequential Sampling Models (HSSMs) to understand how we accumulate evidence and make choices. Built on PyMC, Bambi, & ArviZ. Check it out! #cognitivescience #python #decisionmaking

edspace.american.edu/openbehavior...