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There is mounting evidence that neural networks of the cerebral cortex exhibit scale invariant dynamics. At the larger scale, fMRI recordings have shown evidenc
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Neurowissenschaftler suchen nach Antworten auf die Fragen, wie wir lernen und Information speichern, welche Prozesse im Gehirn verantwortlich sind und in welche
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The brain is made of billions of functional units that interact and give raise to its collective properties. The criticality hypothesis states that many these p
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The Principles of Deep Learning Theory
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This volume develops an effective theory approach to understanding deep neural networks of practical relevance.