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Free energy principle information


The free energy principle is a theoretical framework suggesting that the brain reduces surprise or uncertainty by making predictions based on internal models and updating them using sensory input. It highlights the brain's objective of aligning its internal model with the external world to enhance prediction accuracy. This principle integrates Bayesian inference with active inference, where actions are guided by predictions and sensory feedback refines them. It has wide-ranging implications for comprehending brain function, perception, and action.[1]

  1. ^ Bruineberg, Jelle; Kiverstein, Julian; Rietveld, Erik (2018). "The anticipating brain is not a scientist: the free-energy principle from an ecological-enactive perspective". Synthese. 195 (6): 2417–2444. doi:10.1007/s11229-016-1239-1. PMC 6438652. PMID 30996493.

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Free energy principle

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label each sensory input vector with its underlying causes. The Free energy principle provides an explanation for embodied perception in neuroscience...

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general principle of free energy minimisation. In this framework, both action and perception are seen as a consequence of suppressing free-energy, leading...

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new directions in artificial general intelligence based on the free energy principle by British neuroscientist and theoretician at University College...

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sense made precise by theoretical neuroscientists working on the free energy principle, the statistical manifold in question possesses a Markov blanket...

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thermodynamics, the thermodynamic free energy is one of the state functions of a thermodynamic system (the others being internal energy, enthalpy, entropy, etc...

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Ondobaka, James Kilner, and Karl Friston (2015) proposed that the free energy principle requires the brain to produce a continuous series of predictions...

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Energy

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uncertainty principle should not be confused with energy conservation – rather it provides mathematical limits to which energy can in principle be defined...

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Equipartition theorem

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kinetic heat energy of a gas is equally divided between linear and rotational energy. In 1876, Ludwig Boltzmann expanded on this principle by showing that...

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Abductive reasoning

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This concept seems to be gaining support via association to the Free Energy Principle. Gilbert Harman is a professor of philosophy at Princeton University...

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Uncertainty principle

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quintessentially quantum mechanical uncertainty principle comes in many forms other than position–momentum. The energy–time relationship is widely used to relate...

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dependence of a point in space Enactivism – Philosophical concept Free energy principle – Hypothesis in neuroscience Hypercycle (chemistry) Information...

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Perception

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from the original (PDF) on 6 November 2018. Friston, K. (2010) The free-energy principle: a unified brain theory? Archived 8 August 2017 at the Wayback Machine...

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Renewable energy (or green energy, low-carbon energy) is energy from renewable natural resources that are replenished on a human timescale. Mainstream...

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Pauli exclusion principle

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In quantum mechanics, the Pauli exclusion principle states that two or more identical particles with half-integer spins (i.e. fermions) cannot simultaneously...

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Machine perception

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the mug so as to avoid being burned. - The free energy principle - determining long before hand how much energy one can safely delegate to being aware of...

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