Article: "Excitation/inhibition imbalance and conversion to psychosis in the clinical high risk syndrome:Biophysical modeling finds reduced pyramidal cell excitability across EEG paradigms"
First Author: @julia_rodsanmedrxiv.org/content/10.110…
Testing an Active Inference agent in a 3D drone navigation task — it infers its own position and velocity from noisy observations, and selects actions by rolling out belief-based trajectories and minimizing expected free energy.
#ActiveInference#BayesianLearning#AI#AGI
🚨 New preprint!
"Predictive Coding and Neurocomputational Psychiatry: A Mechanistic Framework for Understanding Mental Disorders"
read it: doi.org/10.31234/osf.i…
Some news... This week I passed my PhD viva with no corrections! A big thank you to my examiners @KathaSchmack and @magnetokrishio for such an inspiring discussion, and to my amazing supervisors @dr_rick_adams, @DanHauke and Karl Friston for all their support throughout my PhD!
Just submitted some designed proteins to @adaptyvbio EGFR binder competition. My strategy was Chai1 optimization on a diverse set of known EGFR binders shown below. Lower 2 are antibody FABs (necitumumab and panitumumab) which are too large for the competition requirements so...
Imagine a dataset where it's the whole of the AlphaFold Database but you can pull-out the domain-like structures avoiding random spaghetti, or get all the domain-domain interactions, or check whether domains match a known structural super-family. That's TED:
Imagine a dataset where it's the whole of the AlphaFold Database but you can pull-out the domain-like structures avoiding random spaghetti, or get all the domain-domain interactions, or check whether domains match a known structural super-family. That's TED:
TED: The Encyclopedia of Domains now published in @ScienceMagazine discovering and annotating 314 MILLION protein domains in the AlphaFold database. joint work of @CATH_Gene3D and @psipred here at UCL.
Chai1 (open source version of AlphaFold3) installed in 5 mins and generates preds for this protein-protein + mol glue complex in 2 mins on a 3090. amazing.
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Discover why, when and how distinct learning processes yield similar representations, and the degree to which these can be unified.
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