Information theory

Integrated information theory

Integrated information theory (IIT) attempts to provide a framework capable of explaining why some physical systems (such as human brains) are conscious, why they feel the particular way they do in particular states (e.g. why our visual field appears extended when we gaze out at the night sky), and what it would take for other physical systems to be conscious (are dogs conscious? what about unborn babies? or computers?). In principle, once the theory is mature and has been tested extensively in controlled conditions, the IIT framework may be capable of providing a concrete inference about whether any physical system is conscious, to what degree it is conscious, and what particular experience it is having. In IIT, a system's consciousness (what it is like subjectively) is conjectured to be identical to its causal properties (what it is like objectively). Therefore it should be possible to account for the conscious experience of a physical system by unfolding its complete causal powers (see ). IIT was proposed by neuroscientist Giulio Tononi in 2004. The latest version of the theory, labeled IIT 3.0, was published in 2014. However, the theory is still in development, as is evident from the later publications improving on the formalism presented in IIT 3.0. (Wikipedia).

Integrated information theory
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Integrated Information Theory - Part 1

Ever wonder why dogs and rocks are different? Math can help. The Math of Conscious Systems. Integrated Information Theory (IIT) is a philophical, mathematical and scientific theory of consciousness. This video was created as part of #SoME1 (https://www.3blue1brown.com/blog/some1 ). More

From playlist Summer of Math Exposition Youtube Videos

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(IC 1.6) A different notion of "information"

An informal discussion of the distinctions between our everyday usage of the word "information" and the information-theoretic notion of "information". A playlist of these videos is available at: http://www.youtube.com/playlist?list=PLE125425EC837021F Attribution for image of TV static:

From playlist Information theory and Coding

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From information theory to learning via Statistical Physics by Florent Krzakala

26 December 2016 to 07 January 2017 VENUE: Madhava Lecture Hall, ICTS Bangalore Information theory and computational complexity have emerged as central concepts in the study of biological and physical systems, in both the classical and quantum realm. The low-energy landscape of classical

From playlist US-India Advanced Studies Institute: Classical and Quantum Information

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Information Theory Meets Quantum Physics: The magic of wave dynamics by Apoorva Patel

26 December 2016 to 07 January 2017 VENUE: Madhava Lecture Hall, ICTS Bangalore Information theory and computational complexity have emerged as central concepts in the study of biological and physical systems, in both the classical and quantum realm. The low-energy landscape of classical

From playlist US-India Advanced Studies Institute: Classical and Quantum Information

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Why do simple models work? Partial answers from information geometry (Lecture 1) by Ben Machta

26 December 2016 to 07 January 2017 VENUE: Madhava Lecture Hall, ICTS Bangalore Information theory and computational complexity have emerged as central concepts in the study of biological and physical systems, in both the classical and quantum realm. The low-energy landscape of classical

From playlist US-India Advanced Studies Institute: Classical and Quantum Information

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From information theory to learning via Statistical Physics: Introduction: by Florent Krzakala

26 December 2016 to 07 January 2017 VENUE: Madhava Lecture Hall, ICTS Bangalore Information theory and computational complexity have emerged as central concepts in the study of biological and physical systems, in both the classical and quantum realm. The low-energy landscape of classical

From playlist US-India Advanced Studies Institute: Classical and Quantum Information

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Information processing and thermodynamics in biophysical control.. by S Vaikuntanathan (Lecture 3)

26 December 2016 to 07 January 2017 VENUE: Madhava Lecture Hall, ICTS Bangalore Information theory and computational complexity have emerged as central concepts in the study of biological and physical systems, in both the classical and quantum realm. The low-energy landscape of classical

From playlist US-India Advanced Studies Institute: Classical and Quantum Information

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Information processing and thermodynamics in biophysical control... by S Vaikuntanathan (Lecture 2)

26 December 2016 to 07 January 2017 VENUE: Madhava Lecture Hall, ICTS Bangalore Information theory and computational complexity have emerged as central concepts in the study of biological and physical systems, in both the classical and quantum realm. The low-energy landscape of classical

From playlist US-India Advanced Studies Institute: Classical and Quantum Information

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Giulio Tononi - What’s the Meaning of Consciousness?

Only about consciousness can we be 100 percent sure. That consciousness exists almost everyone agrees. What consciousness means—that's where arguments and disputations arise. Must consciousness have 'meaning'? Or can consciousness be a random accident, selected by evolution, the 'foam on t

From playlist Understanding Consciousness - Closer To Truth - Core Topic

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From information theory to learning via Statistical Physics: From statistical by Florent Krzakala

26 December 2016 to 07 January 2017 VENUE: Madhava Lecture Hall, ICTS Bangalore Information theory and computational complexity have emerged as central concepts in the study of biological and physical systems, in both the classical and quantum realm. The low-energy landscape of classical

From playlist US-India Advanced Studies Institute: Classical and Quantum Information

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Differential Privacy in...Considerations - Helen Nissenbaum

Differential Privacy Symposium: Four Facets of Differential Privacy Saturday, November 12, 2016 https://www.ias.edu/differential-privacy More videos on http://video.ias.edu

From playlist Differential Privacy Symposium - November 12, 2016

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Gerald Dunne: Quantum geometry and resurgent perturbative/nonperturbative relations

Abstract: Certain quantum spectral problems have the remarkable property that the formal perturbative series for the energy spectrum can be used to generate all other terms in the entire trans-series, in a completely constructive manner. I explain a geometric all-orders WKB approach to the

From playlist Mathematical Physics

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Introduction to Resurgence, Trans-series and Non-perturbative Physics - I by Gerald Dunne

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From playlist Nonperturbative and Numerical Approaches to Quantum Gravity, String Theory and Holography

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The Mathematics of Consciousness (Integrated Information Theory)

Entry for the #3Blue1Brown Summer of Math Exposition 2022 (#SoME2) by Rodrigo Coin Curvo & Alexander Maier Read more about Integrated Information Theory and the #neuroscience of #consciousness: http://www.scholarpedia.org/article/Integrated_information_theory Also, check out Rodrigo's e

From playlist Summer of Math Exposition 2 videos

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An Introduction to the AdS/CFT Correspondence (Lecture 3) by David Berenstein

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David Chalmers - Physics of Consciousness

How to explain our inner awareness that is at once most common and most mysterious? Traditional explanations focus at the level of neuron and neuronal circuits in the brain. But little real progress has motivated some to look much deeper, into the laws of physics — information theory, quan

From playlist Closer To Truth - David Chalmers Interviews

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Entanglement entropy, quantum field theory, and holography by Matthew Headrick

26 December 2016 to 07 January 2017 VENUE: Madhava Lecture Hall, ICTS Bangalore Information theory and computational complexity have emerged as central concepts in the study of biological and physical systems, in both the classical and quantum realm. The low-energy landscape of classical

From playlist US-India Advanced Studies Institute: Classical and Quantum Information

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Does Consciousness Require a Radical Explanation? | Episode 1804 | Closer To Truth

Does consciousness require a radical explanation? What causes consciousness? Our inner sense of awareness is at once most mundane and most bizarre. No explanation makes sense. Here are three novel candidates for explaining consciousness. Featuring interviews with Giulio Tononi, David Chal

From playlist Understanding Consciousness - Closer To Truth - Core Topic

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Xiang Tang: Cyclic Cocycles for Proper Lie Group Actions

Talk by Xiang Tang in Global Noncommutative Geometry Seminar (Europe) http://www.noncommutativegeometry.nl/ncgseminar/ on February 23, 2021

From playlist Global Noncommutative Geometry Seminar (Europe)

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Information processing and thermodynamics in biophysical control.. by S Vaikuntanathan (Lecture 1)

26 December 2016 to 07 January 2017 VENUE: Madhava Lecture Hall, ICTS Bangalore Information theory and computational complexity have emerged as central concepts in the study of biological and physical systems, in both the classical and quantum realm. The low-energy landscape of classical

From playlist US-India Advanced Studies Institute: Classical and Quantum Information

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Earth mover's distance | Time complexity | Hamming distance | Computational complexity | Neural correlates of consciousness | Causality | Power set