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Hi everyone, just got here from Twitter. I head the Biopsychology Lab at the Psychology Department at University of Cologne.

We use computational and cognitive neuroscience approaches to better understand the mechanisms underlying decision-making and learning.

More specific issues we study include mechanisms underlying problem gambling, and everything dopamine.

So how does this work, I just click "toot"?

Jan Peters boosted

RT @anika_loewe
New Preprint! We often learn gradually, but sometimes things occur to us in a flash, aka aha-moment. Why? We explored the comp. mechanisms of spontaneous periods of fast learning & show they arise even in simple NNs.
arxiv.org/abs/2302.11351

Jan Peters boosted

We are excited to announce that Cognitive Computational Neuroscience (CCN) 2023 will take place this year in Oxford from August 24 - 27, 2023. The conference will take place at the Examination Schools – more information can be found here:
www.venues.ox.ac.uk/our-venues/examination-schools/.


Confirmed speakers for this year's CCN include Stan Dehaene, Helen Barron, Cate Hartley, Jay McClelland and Tim Kietzmann TimKietzmann@neuromatch.social

We also want to note that the paper submission period will be earlier this year than in previous years: abstract submissions will open end of January, and will close March 31.

For the most up-to-date information about CCN 2023, including reminders about deadlines, join our mailing list (mail.securecms.com/mailman/lis) and also follow us here on Twitter (twitter.com/CogCompNeuro) or Mastodon (mastodon.social/@CogCompNeuro@)

Please boost!!

Jan Peters boosted

This is huge. The German science foundation requests publicly accessible final reports of all funded studies to enhance the visibility of null results.

RT @dfg_public@twitter.com

Projekt-#Abschlussberichte: Einheitliche Grundlagen sollen #DFG-Projekte besser erschließen, die Verwendung d. Gelder und (auch negative) #Forschungsergebnisse transparenter machen. Entspr. Muster gelten für die meisten ab 1.1.23 bewilligten Anträge. Mehr:
dfg.de/foerderung/info_wissens

🐦🔗: twitter.com/dfg_public/status/

Jan Peters boosted

JOB ALERT! @mike_yassa@twitter.com and I are seeking a postdoc/staff scientist for a newly funded project examining long term memory and reinforcement learning in anhedonia w\ model-based fMRI. Lots of room for growth and setting your own research agenda. Please reach out with any questions!

The lab's work on Tyrosine effects on model-based control and temporal discounting is now out @PLOS at PlosCompBiology:

journals.plos.org/ploscompbiol

Have a good start in 2023 everybody!

Jan Peters boosted

Btw, this is our first preregistered fMRI study (data, code, prereg: osf.io/9uzm8/). Reassuring to see many replications in preregistered ROIs.

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Here goes the lab’s first preprint-toot: Our work on appetitive cue exposure effects on temporal discounting (led by Kilian Knauth) is now out biorxiv.org/content/10.1101/20

Exposure to appetitive cues might increase temporal discounting, but by what mechanism? Some have suggested this might be driven by such cues activating the reward circuit, but this was never tested directly.

Kilian directly tested this idea by combining fMRI with computational modeling (n=38). While exposure to appetitive cues robustly increased reward circuit activation, temporal discounting was unaffected.

Individual differences in neural reward effects were not reliably associated with individual differences in behavioral effect.

Taken together, reward circuit activation associated with appetitive cue exposure seems to be insufficient to drive increased temporal discounting.

Appetitive cue exposure increases neural reward responses without modulating temporal discounting

When given a choice, humans and many animals prefer smaller but sooner over larger but later rewards, a tendency referred to as temporal discounting. Alterations in devaluation of future rewards have been reported in a range of maladaptive behaviors and clinical conditions. Although temporal discounting is highly stable over time and testing environments (e.g., laboratory vs. virtual reality), it is partly under contextual control. For example, highly appetitive cues such as erotic images might increase preferences for immediate rewards, although overall evidence remains mixed. Dopaminergic circuit activity and striatal dopamine concentrations are often assumed to drive increases in temporal discounting following appetitive cue-exposure, yet this was never explicitly tested. Here we examined cue-reactivity effects (erotic vs. neutral pictures) on subsequent temporal discounting in a pre-registered within-subjects study in healthy male participants (n=38). Functional magnetic resonance imaging (fMRI) assessed neural cue-reactivity, value-computations and choice-related effects. Preregistered analyses replicated previous findings of value coding in ventromedial prefrontal cortices, striatum and cingulate cortex. Likewise, as hypothesized, lateral prefrontal cortex activity increased during choices of delayed rewards, potentially reflecting cognitive control. As predicted, erotic vs. neutral cue exposure was associated with increased activity in attention and reward circuits. Contrary to our preregistered hypotheses, temporal discounting was largely unaffected by cue exposure. Likewise, cue-reactivity in key areas of the dopaminergic reward circuit (Nacc, VTA) was not significantly associated with changes in behavior. Our results indicate that behavioral effects of erotic cue exposure on temporal discounting might not be as unequivocal as previously thought and raise doubt on the hypothesis of an upregulated dopaminergic ramping mechanism, that might support myopic approach behavior towards immediate rewards. ### Competing Interest Statement The authors have declared no competing interest.

www.biorxiv.org
Jan Peters boosted
Jan Peters boosted

I am a neuroscientist and PI of the neuroMADLAB (University of Bonn & Tübingen).

We investigate neurobiological mechanisms of #motivation, action, & desire to develop novel treatments for #reward dysfunction across disorders. To this end, we stimulate brains and model behavior and #brain responses.

We are passionate about #openscience, #scicomm, & #mentalhealth

Find out more about our work at www.neuromadlab.org

#neuroscience #helloworld

Jan Peters boosted

I've been using #AnnotatedEquations in my recent papers. I think it really adds to the readability and understanding of the math.

Here are some examples. It uses #tikz in #latex.

Let me know if you like it. Happy for any feedback.

Jan Peters boosted

Hi everyone, just got here from Twitter. I head the Biopsychology Lab at the Psychology Department at University of Cologne.

We use computational and cognitive neuroscience approaches to better understand the mechanisms underlying decision-making and learning.

More specific issues we study include mechanisms underlying problem gambling, and everything dopamine.

So how does this work, I just click "toot"?

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