"Physics as Information Processing" ~ Chris Fields ~ Lecture 1
Course materials
https://coda.io/@active-inference-institute/fields-physics-2023
More information
https://www.activeinference.org/education/Physics-Fields-2023
“Physics as Information Processing”
Course taught by Chris Fields
Course assistant is Ander Aguirre
Hosted during 2023 by the Active Inference Institute
Session 1 (18 May) will review some history, starting with Boltzmann’s relation between entropy and energy, and continuing through Church’s and Turing’s models of computation, Shannon’s information theory, the “black box” methods of Ashby et al., Pearl’s definition of a Markov blanket, Bekenstein’s area law for black holes, ‘t Hooft’s and Susskind’s formulation of the holographic principle, the ideas of objects, interfaces, and virtual machines in computing, up to Friston’s 2010 and 2013 papers introducing active inference. The goal of this session is to establish the idea of a Markov blanket as a communication interface.
Active Inference Institute information:
Website: https://activeinference.org/
Twitter: https://twitter.com/InferenceActive
Discord: https://discord.gg/8VNKNp4jtx
YouTube: https://www.youtube.com/c/ActiveInference/
Active Inference Livestreams: https://coda.io/@active-inference-institute/livestreams
Course materials
https://coda.io/@active-inference-institute/fields-physics-2023
More information
https://www.activeinference.org/education/Physics-Fields-2023
“Physics as Information Processing”
Course taught by Chris Fields
Course assistant is Ander Aguirre
Hosted during 2023 by the Active Inference Institute
Session 1 (18 May) will review some history, starting with Boltzmann’s relation between entropy and energy, and continuing through Church’s and Turing’s models of computation, Shannon’s information theory, the “black box” methods of Ashby et al., Pearl’s definition of a Markov blanket, Bekenstein’s area law for black holes, ‘t Hooft’s and Susskind’s formulation of the holographic principle, the ideas of objects, interfaces, and virtual machines in computing, up to Friston’s 2010 and 2013 papers introducing active inference. The goal of this session is to establish the idea of a Markov blanket as a communication interface.
Active Inference Institute information:
Website: https://activeinference.org/
Twitter: https://twitter.com/InferenceActive
Discord: https://discord.gg/8VNKNp4jtx
YouTube: https://www.youtube.com/c/ActiveInference/
Active Inference Livestreams: https://coda.io/@active-inference-institute/livestreams
