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Machine Learning Street Talk (MLST)

DR. JEFF BECK - THE BAYESIAN BRAIN

70 min • 16 oktober 2023

Support us! https://www.patreon.com/mlst

MLST Discord: https://discord.gg/aNPkGUQtc5

YT version: https://www.youtube.com/watch?v=c4praCiy9qU


Dr. Jeff Beck is a computational neuroscientist studying probabilistic reasoning (decision making under uncertainty) in humans and animals with emphasis on neural representations of uncertainty and cortical implementations of probabilistic inference and learning. His line of research incorporates information theoretic and hierarchical statistical analysis of neural and behavioural data as well as reinforcement learning and active inference.


https://www.linkedin.com/in/jeff-beck...

https://scholar.google.com/citations?...


Interviewer: Dr. Tim Scarfe


TOC

00:00:00 Intro

00:00:51 Bayesian / Knowledge

00:14:57 Active inference

00:18:58 Mediation

00:23:44 Philosophy of mind / science

00:29:25 Optimisation

00:42:54 Emergence

00:56:38 Steering emergent systems

01:04:31 Work plan

01:06:06 Representations/Core knowledge


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