Ellie Holton
@EleanorHolton1
Cog neuro of learning and decision-making @UniofOxford @summerfieldlab bluesky: http://eleanor-holton.bsky.social
Very excited our study on how goals shape choice is out now in @NatureHumBehav with @NilsKolling @jangrohn @BrainInTheMind and Jill O'Reilly! nature.com/articles/s4156…
🚨New preprint alert🚨 Why do we find it so hard to abandon our goals? We use converging evidence from healthy fMRI participants and brain lesion patients to understand how goal pursuit changes neural processing! With @NilsKolling , Jill O'Reilly, @BrainInTheMind, @jangrohn (1/7)
In praise of folly: flexible goals and human cognition 'Opinion' by Junyi Chu (@JunyiChu), Josh Tenenbaum, & Laura Schulz Free access through June 2: authors.elsevier.com/a/1iwOJ4sIRvTA…
Are you a clinical psychologist interested in computational modeling? The Niv lab will be looking for a postdoc in computational psychiatry/psychotherapy and we are especially keen on people with a clinical background. Email me with CV & research statement if this is you!
I'm excited to announce that this work has been accepted at @NeurIPSConf 🥳 We hope to spark cross-disciplinary conversations on goal selection in biological and artificial agents. Check it out at openreview.net/forum?id=GbqzN… @cedcolas @pyoudeyer @Anne_On_Tw @FlowersINRIA @ccnlab
How do we decide which goals to pursue? Here, we introduce the notion of *latent learning progress* to explain human goal selection and inspire advances in the development of autotelic machines. osf.io/preprints/psya… @Anne_On_Tw @pyoudeyer @cedcolas @ccnlab @FlowersINRIA 🧵
Check it outtt!!!
How do we decide which goals to pursue? Here, we introduce the notion of *latent learning progress* to explain human goal selection and inspire advances in the development of autotelic machines. osf.io/preprints/psya… @Anne_On_Tw @pyoudeyer @cedcolas @ccnlab @FlowersINRIA 🧵
✨Rethinking reinforcement learning: the interoceptive origins of reward doi.org/10.31234/osf.i… An honour and *absolute delight* bouncing ideas with these brilliant women: @debyeeneuro @danamsmall @rikepetzschner What are primary reward signals and where do they come from?
Excited that the preprint for the work from my first two years of PhD at @summerfieldlab is out! In this work, we examine the role of action prediction errors (APEs) in cognitive control: osf.io/5ezxs (1/4)
New lab pre-print from the wonderful @ToddVogelPsych! - we show that the richness of the environment influences how willing people are to interrupt what they are doing to help other people👇
New preprint! 🚨 osf.io/preprints/psya… Does deciding when to help others depend on our environment? (spoiler: yes!)
Phenomenal cover art illustrating our recent study on goal persistence by the incredible illustrator Magdalena Adomeit with @NilsKolling
The July issue is here! Check it out nature.com/nathumbehav/vo…
Human ventromedial prefrontal cortex is necessary for prosocial motivation nature.com/articles/s4156… with @DrJoCutler @BrainInTheMind + many others. We show multiple causal roles of vmPFC in prosocial motivation, effort and reward in a rare large cohort with focal vmPFC damage
We are hiring a Professional Specialist for a new NIMH Conte Center for Understanding Latent Cause Inference in Health and Illness shared between Princeton and Rutgers (the job is at Princeton, working directly with me, and is partly a position in my lab). More info: /1
Pleased to share my latest research "Zero-shot counting with a dual-stream neural network model" about a glimpsing neural network model that learns visual structure (here, number) in a way that generalises to new visual contents.
sufficiently excited about this preprint to arise from twitter slumber: arxiv.org/abs/2405.09953 looks like it's about numerical cognition, but it's actually about abstraction - how to build a neural network that actually learns structure. @tsonj @hannahsheahan. enjoy!
Check out our manuscript on the flexible use of temporal expectations in the absence of spatial or motor certainty: journalofcognition.org/articles/10.53… @JCgntn 🤸⌛️ big team effort, and even bigger fun, with @KiaNobre and @SageBoettcher