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Explore the second lecture in a series on brain criticality, examining how neural networks operate at critical points between order and disorder. Delve into the theoretical foundations and empirical evidence for critical dynamics in brain function, including phase transitions in neural activity, avalanche dynamics, and the relationship between criticality and optimal information processing. Learn about mathematical models that describe critical behavior in neural systems, experimental methods for detecting criticality in brain data, and the functional advantages of operating near critical points. Investigate how deviations from criticality may relate to neurological disorders and cognitive dysfunction, while examining current debates and open questions in the field of neural criticality research.
Syllabus
Mauro Copelli: Brain criticality - Class 2
Taught by
ICTP-SAIFR