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Achiel Fenneman

@achielfenneman.bsky.social
42 followers 76 following 18 posts

Postdoc at the SCAN Unit (Vienna) | Memory-based decision-making | Cognitive modelling | Memory Search | Broad interest in economics, psychology, neuroscience and AI

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Reposted by Achiel Fenneman
Boryana Todorova @todorova.bsky.social · 06/05/2026
1/ Excited to share our new paper in the Journal of Environmental Psychology examining how trust in science and different forms of worry relate to pro-environmental behavior and support for climate mitigation policies. 🔗 doi.org/10.1016/j.je...
doi.org
Redirecting
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Achiel Fenneman @achielfenneman.bsky.social · 06/05/2026
New paper! Why are some episodic memories more easily retrieved than others? Here we build on a previously proposed cascading retrieval process and show how memory retrieval can be represented as sequential steps on a directed memory graph. www.researchgate.net/publication/...
researchgate.net
Retrieving Noncued Episodic Memories by Taking a Cascading Walk Down Memory Lane(s) | Request PDF
Request PDF | Retrieving Noncued Episodic Memories by Taking a Cascading Walk Down Memory Lane(s) | Why are some episodic memories brought to mind more easily than others? And how can we search our pa...
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Reposted by Achiel Fenneman
SCAN Unit @scanunit.bsky.social · 03/06/2025
Are you passionate about neuroimaging methods and would like to work with us? 🚨 4-year PhD position on methods development in the new Cluster of Neuronal Circuits in Health and Disease (coe.univie.ac.at) and the role of GABA in the amygdala and other brain areas 🧠 Details: shorturl.at/EcI2W Pls 🔁
coe.univie.ac.at
Contact person: For further inquiries please contact Katalin Szigeti, PhD, the Training Unit Coordinator of the CoE (margit.katalin.szigeti@univie.ac.at).
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Achiel Fenneman @achielfenneman.bsky.social · 10/06/2025
Interested in learning more? Here’s a link to the (open access) article: www.sciencedirect.com/science/arti...
sciencedirect.com
Retrieving past experiences to inform novel decisions through a process of cascading episodic sampling
We can guide our decisions in novel situations by drawing on our past experiences (episodic memories). While at times we can retrieve relevant episode…
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Achiel Fenneman @achielfenneman.bsky.social · 10/06/2025
In summary: starting from first-principles, we derived a process of cascading episodic retrieval – and offer evidence to support key predictions. This cascading recall bridges previously disjointed theoretical frameworks, and offers new insights into a range of phenomena (16/16).
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Achiel Fenneman @achielfenneman.bsky.social · 10/06/2025
... as well as models based on abstract representations and prototype models. (15/16)
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Achiel Fenneman @achielfenneman.bsky.social · 10/06/2025
...the temporal context model, (14/16)
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Achiel Fenneman @achielfenneman.bsky.social · 10/06/2025
... Exemplar-based models... (13/16)
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Achiel Fenneman @achielfenneman.bsky.social · 10/06/2025
In addition, cascading retrieval is entirely consistent with (and offers new insights into)... (12/16)
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Achiel Fenneman @achielfenneman.bsky.social · 10/06/2025
So what’s the big deal? It turns out that this cascading process bridges between (and adds to) several models in memory and memory-based decision-making – merging similarity-based models, limited sampling models, models of hippocampal generalization and associative recall. (11/16)
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Achiel Fenneman @achielfenneman.bsky.social · 10/06/2025
This is indeed what we observed in experiment 2: if cued recall is not available, participants next rely on a cascading recall process to draw additional memories – providing empirical support for our hypothesized search process. (10/16)
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Achiel Fenneman @achielfenneman.bsky.social · 10/06/2025
However, the toy associated to this Fennimal was not available to give to the new Fennimal. Cascading recall predicts that participants continue memory search by reinstating all features of the cued Fennimal. These features trigger the retrieval of an additional experience. (9/16)
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Achiel Fenneman @achielfenneman.bsky.social · 10/06/2025
What toy would they pick instead? Cascading recall makes a clear prediction: when observing the new Fennimal, participants are predicted to first retrieve the similar Fennimal from the training-phase (cued recall)... (8/16)
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Achiel Fenneman @achielfenneman.bsky.social · 10/06/2025
Our key prediction was tested in exp 2. Here we created paired training-phase Fennimals, both of which shared a same feature. Participants then encountered a new Fennimal but could not select the toy previously given to the similar-looking Fennimal in the training phase. (7/16)
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Achiel Fenneman @achielfenneman.bsky.social · 10/06/2025
These new Fennimals always shared one feature (either a head or color) with exactly one of the training-phase Fennimals. Participant then had to select one of multiple available toys to give to this Fennimal. But not all toys would be available in all experiments... (6/16)
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Achiel Fenneman @achielfenneman.bsky.social · 10/06/2025
In each experiment we first trained participants to interact with a limited number of Fennimals, matching different Fennimals with different toys. Participants then encountered a new set of Fennimals during the second phase of the experiment. (5/16)
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Achiel Fenneman @achielfenneman.bsky.social · 10/06/2025
We test our theoretical predictions by having participants interact series of fantasy animals, dubbed Fennimals. These Fennimals consist of two variable features: their heads and their background/colour-schemes. (4/16)
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Achiel Fenneman @achielfenneman.bsky.social · 10/06/2025
Observing a stimulus triggers the (cued) recall of a memory. If this memory is not sufficiently informative, then it next reinstates all the memory’s features. These features form the inputs to sample an additional memory in a subsequent recall step, and so forth. (3/16)
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Achiel Fenneman @achielfenneman.bsky.social · 10/06/2025
We started off by formulating six key principles concerning the storage and retrieval of episodic memories. We then build on these principles to propose a cognitive mechanism which allows for the retrieval of relevant past experiences through a process of cascading recall. (2/16)
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Achiel Fenneman @achielfenneman.bsky.social · 10/06/2025
New paper! When encountering a novel and unfamiliar situation, what mechanisms underly our ability to search and retrieve relevant past experiences? We answer this question by taking first-principles approach – allowing us to bridge between a wide range of previous models (1/16)
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