Giovanni Pezzulo @GiovanniPezzulo
Joined February 2020-
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My work on deep kinematic inference has been published by PNAS: pnas.org/doi/10.1073/pn…
'Modeling and controlling the body in maladaptive ways: an active inference perspective on non-suicidal self-injury behaviors' 👉 out in Neuroscience of Consciousness with @GiovanniPezzulo & Domenico Maisto academic.oup.com/nc/article/202…
Our new paper on Generative AI and Active Inference out now: authors.elsevier.com/sd/article/S13…
Now published, our DDM + mouse-tracking risky choice paper, with @GiovanniPezzulo : authors.elsevier.com/sd/article/S00…
*possibly not pseudoscience* - new paper in Neuron with @PMuhleKarbe @hannahsheahan @nico_schuck @hugospiers @GiovanniPezzulo. Goal seeking compresses neural representations of space (in hippocampal BOLD.) enjoy. sciencedirect.com/science/articl…
Our new preprint: "Bridging Cognitive Maps: a Hierarchical Active Inference Model of Spatial Alternation Tasks and the Hippocampal-Prefrontal Circuit" @thesmartrobot With Bart Dhoedt, Tim Verbelen and @GiovanniPezzulo arxiv.org/abs/2308.11463
Check out my latest #research in #neuroscience on @arxiv Integrating large language models and active inference to understand eye movements in reading and dyslexia Francesco Donnarumma, Mirco Frosolone, Giovanni Pezzulo arxiv.org/abs/2308.04941
Exposure to false cardiac feedback alters pain perception and anticipatory cardiac frequency 🧠🫀 Check out our latest preprint with @TEAMlab_UdA @EleonoraParrot1 @CostantiniM75 @GiovanniPezzulo @actpredictlab @PerrucciGianni 👇 biorxiv.org/content/10.110…
Check out our new paper on 'Cognitive effort and active inference'. With Thomas Parr, @Emma_Holmes_90 and Karl Friston. sciencedirect.com/science/articl…
Excited to share our latest work, examining how navigational goals distort the representation of space: Great team effort with @hannahsheahan @GiovanniPezzulo @hugospiers #SamsonChien @nico_schuck @summerfieldlab biorxiv.org/content/10.110…
Official version is out: frontiersin.org/articles/10.33… @LPiolopez @FranzKuchling @GiovanniPezzulo Angela Tung "Active inference, morphogenesis, and computational psychiatry"
New preprint out: "Humans account for cognitive costs when finding shortcuts: An information-theoretic analysis of navigation" Honoured be part of this collab with Giovani Pezzulo's Lab, applying an InfoRL approach to the data from Boone, Gong & Hegarty: biorxiv.org/content/10.110…
Check out our new paper on 'The hippocampal formation as a hierarchical generative model supporting generative replay and continual learning'. With @IvilinStoianov and Domenico Maisto authors.elsevier.com/a/1fVNN14SFm9P…
What motivates us to invest effort and achieve our goals? Check our new paper, with Francesco Rigoli: link.springer.com/article/10.375…
New preprint: active inference, morphogenesis, and computational psychiatry! Leo Pio-Lopez, @FranzKuchling, Angela Tung, and @GiovanniPezzulo psyarxiv.com/4gp6c/
Do we move our body beyond intentions? 💪🧠 🟢Our new paper with @antinulla & @GiovanniPezzulo in @PLOSCompBiol "Active inference unifies intentional and conflict-resolution imperatives of motor control" 👇 journals.plos.org/ploscompbiol/a…
Our new book on Active Inference, with Thomas Parr and Karl Friston, is now available in both print and open access formats: direct.mit.edu/books/oa-monog…
Can anyone guess which brand new @mitpress Book had this image on the cover?
"Simulating homeostatic, allostatic and goal-directed forms of interoceptive control using active inference" - now out in Biological Psychology, led by @a_tschantz & @GiovanniPezzulo, w/ me, @LauraBarca9, Domenico Maisto, & @drclbuckley👉🏽 protect-eu.mimecast.com/s/_HAiCG8QDuj7…
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Active Inference Inst.. @InferenceActive
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Check out the latest #NYASAnnals publication! Neural representation in active inference: Using generative models to interact with—and understand—the lived world bit.nyas.org/3vCA32e
How can the mind optimize processing of decision-relevant information?The oMCD model uses subjective decision confidence as the benefit term of the resource allocation problem to solve this task. @GiovanniPezzulo @DougLee45 @eburguiere @FabienVinckier nature.com/articles/s4427…
In line with @GiovanniPezzulo and Francesco Rigoli’s theory of addiction as a form of maladaptive referent-dependent evaluation, we tested whether recent opioid exposure impacts range adaptation in OUD. link.springer.com/article/10.375… 3/8
Generating meaning: active inference and the scope and limits of passive AI Opinion by @GiovanniPezzulo, Thomas Parr, Paul Cisek, @CogsAndy, & Karl Friston OA: doi.org/10.1016/j.tics…
Our SI on 'World Models and Predictive Coding in Robotics' Is finally out tandfonline.com/toc/tadr20/37/… Thanks for the excellent lead @tanichu And all collaborators @CIRIApsico @szk_masa @keio_crl @GiovanniPezzulo @PLanillos @al #Robotics #ai #ArtificialIntelligence
The Active Inference book by Parr, Pezzulo and Friston just arrived. It includes a hilariously appropriate note from Friston. 🫡 One day only few will know why, but it might be the best sign for readers this book is invaluable. Great job @GiovanniPezzulo and Thomas Parr 🤣
Official version is out: frontiersin.org/articles/10.33… @LPiolopez @FranzKuchling @GiovanniPezzulo Angela Tung "Active inference, morphogenesis, and computational psychiatry"
@SuryaGayet @gialdegheri @hannahsheahan @summerfieldlab @nico_schuck @hugospiers @GiovanniPezzulo Sure, thanks for your interest. I'm attaching the poster. We also hope to have the preprint ready very soon.
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