4min snip

Machine Learning Street Talk (MLST) cover image

Dr. MAXWELL RAMSTEAD - The Physics of Survival

Machine Learning Street Talk (MLST)

NOTE

The Connection between the Free Energy Principle and Mathematical Regularities

The free energy principle is a new family of mechanical theories that aims to explain the behavior of physical systems. It connects the thermodynamic entropy of the states the system is made of to the information entropy of the beliefs encoded in those states. This unique approach in the cognitive and biosciences constrains the equations of motion in both spaces. By understanding this connection, we can gain a better understanding of system trajectories and how they are influenced by the physics of the system and the representations it entertains about the universe.

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