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See how the brain's nonlinear dynamics operate at near-criticality, based on Walter Freeman & Robert Kozma's breakthrough research

For over a hundred years, since Hans Berger recorded the first human EEG in 1924, we’ve described the brain’s electrical activity the same way: oscillations, frequencies over time, a kind of continuous hum. Turns out this picture is incomplete, and the correction might be one of the most striking findings in this whole field.

In this seminar, Robert Kozma, a mathematician, former nuclear physicist, and longtime collaborator of the late Walter J. Freeman, cognitive scientist Joshua Davis, and psychobiologist Bernard Baars work through a stunning discovery about how the cortex works.

When you apply the right kind of analysis to brain recordings—Hilbert analysis, a bit of Fourier transformation—the smooth hum disappears, and something else appears in its place: a click. Roughly ~90 milliseconds of stable, self-organized order, followed by a sudden 5-to-10-millisecond chaotic collapse, then order again. A shutter, opening and closing, over and over.

This exact rhythm shows up in both rabbit cortex and human cortex, clicking at close to the same rate.

Biology rarely hands you that kind of agreement across species this different.

So, does cortical broadcasting work via nonlinear “clicky” cinematic moments?

There are nice arguments for that, such as the fact that an entire hemisphere can adopt a phase plateau in the same ~90ms period. Freeman and Kozma also found phase-cone propagation,  suggests another broadcasting medium, which is examined in this video seminar.

But the prettiest discovery is this cinematic “clicky” non-linear phenomenon. Totally unexpected, robust, and conserved across the great divide between rabbits and people.

This is a compelling, technical discussion, and underneath the mathematics is a sudden Aha! of conscious insight.

The cortex clicks, in frames like a shutter, and in this course we can actually watch it happen.

A mathematician and a neuroscientist found the same ~90 millisecond rhythm in rabbits and humans alike.

Examine remarkable research of neuroscientist Walter J. Freeman and former nuclear physicist and mathematician Robert Kozma, with a special focus on their 2017 paper, “Cinematic Operation of the Cerebral Cortex Interpreted via Critical Transitions in Self-Organized Dynamic Systems” published in Frontiers in Systems Neuroscience.

Press play and see the shutter open.

LEARNING OUTCOMES: After completing this course you will gain the skills to

Who is this course for?

This course is for you if you are interested in, or teach, or study any of the following subjects: Psychology, Mathematics, Physics, Neuroscience, Neurobiology, Cognitive Science, Health Education, or Philosophy. And anyone working in AI who wants to understand the biological basis of consciousness before assuming machine minds.

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What to know

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Psychology, Cognitive Neuroscience, AI

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English

Transcripts & Downloadable PDFs

Expertise & Foundation for this Course

Bernard Baars

Psychobiologist, FAU

Robert Kozma, PhD

Mathematician, Memphis

Joshua Davis, PhD

Cognitive Scientist, Auckland

On Consciousness

Course Foundation

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