Sign in

Pieter Verbeke

@pieterverbeke.bsky.social
81 followers 69 following 4 posts

Cognitive Computational Neuroscience. Investigating how humans organise task representations to efficiently learn and perform multiple tasks.

PostsRepliesMedia
Reposted by Pieter Verbeke
Ghent Center for Cognitive Neuroscience @ghentccn.bsky.social · 23/07/2026
Two time scales of adaptation in human learning rates doi.org/10.7554/eLif...
doi.org
Two time scales of adaptation in human learning rates
Humans adapt learning rates on both a fast and a slow time scale, and the central orbitofrontal cortex may represent the slow time scale.
02710
Pieter Verbeke @pieterverbeke.bsky.social · 05/07/2024
New preprint with Maurice De Walsche, Pauline Maelfait and Tom Verguts. In three behavioral experiments we go beyond the traditional latent class theory on generalization to test the limits of human flexibility. doi.org/10.31234/osf...
doi.org
OSF
000
Pieter Verbeke @pieterverbeke.bsky.social · 19/04/2024
Our meta-analyses (together with Tom Verguts), using computational models to investigate shifts in learning strategies across learning environments is now finally out in Psychological Review! doi.org/10.1037/rev0...
043
Pieter Verbeke @pieterverbeke.bsky.social · 15/03/2024
Our short opinion paper (with Tom Verguts) is accepted by Current Opinion in Behavioural Sciences! authors.elsevier.com/c/1ilsC8MqMi... Here, we argue that human learning and decision making requires hierarchy and modularity. However, this comes with several computational challenges.
022
Reposted by Pieter Verbeke
Senne Braem @sebraem.bsky.social · 22/01/2024
We wrote a brief opinion article, with @chaimengqiao, Leslie Held, and @ShengjieXu0813, on why we believe most cognitive control processes should not be considered off-the-shelf processes that can be readily applied in any task, whenever asked to: authors.elsevier.com/a/1iSXH8MqMi... (1/3)
1127
Pieter Verbeke @pieterverbeke.bsky.social · 14/11/2023
New review paper out with Tom Verguts! osf.io/preprints/ps... We argue that cognitive flexibility requires hierarchy and modularity. However, adding these computational features to classic learning rules comes with several challenges. Challenges that can be addressed by AI and cognitive scientists.
0108
Reposted by Pieter Verbeke
MengQiao Chai @mengqiaochai.bsky.social · 31/10/2023
🚨 Very excited to share the first preprint of my PhD project. Working with Clay Holroyd, Marcel Brass, and @sebraem.bsky.social , we designed a novel paradigm to investigate dynamic changes in task preparation in a multi-task environment. A thread 🧵(1/13)
196