Walter J Freeman University of California at Berkeley 1 My legacy: A launch pad for exploring neocortex Title, Berkeley Birthday Walter J Freeman University of California at Berkeley

Walter J Freeman University of California at Berkeley 2 Sherrington and Fulton

Walter J Freeman University of California at Berkeley 3 McCulloch and Pribram

Walter J Freeman University of California at Berkeley 4 Ashby, McCulloch, Grey Walter, Norbert Wiener

Walter J Freeman University of California at Berkeley 5 EEG, Cat hungry, then satiated

Walter J Freeman University of California at Berkeley 6 PG PSTH

Walter J Freeman University of California at Berkeley 7 PG cells and Chloride Ion

Walter J Freeman University of California at Berkeley 8 Complex plane, frequencies and decay rates

Walter J Freeman University of California at Berkeley 9 Change of scales

Walter J Freeman University of California at Berkeley 10 Complex plane, Eigenvalues., Laplacian

Walter J Freeman University of California at Berkeley 11 Complex plane, poles, roots

Walter J Freeman University of California at Berkeley 12 Complex plane, root loci

Walter J Freeman University of California at Berkeley 13 Lashley, reverberatory circuits, PG PSTH

Walter J Freeman University of California at Berkeley 14 PG root loci

Walter J Freeman University of California at Berkeley 15 PG Threshold, non-zero point attractor

Walter J Freeman University of California at Berkeley 16 Pole at the origin of the complex plane

Walter J Freeman University of California at Berkeley 17 Root loci: Sigmoid curve

Walter J Freeman University of California at Berkeley 18 Root loci: Sigmoid curve, KIe

Walter J Freeman University of California at Berkeley 19 St. Thomas Aquinas, Intentionality

Walter J Freeman University of California at Berkeley 20 An example of intentionality

Walter J Freeman University of California at Berkeley 21 Root loci: Stimulus Intensity, Pentobarbital

Walter J Freeman University of California at Berkeley 22 AEP, PSTH: Gain reduction by threshold

Walter J Freeman University of California at Berkeley 23 Root loci: Mode 1i

Walter J Freeman University of California at Berkeley 24 Root loci: PG PSTH and AEP

Walter J Freeman University of California at Berkeley 25 Root loci: 64 AEP OB from PON

Walter J Freeman University of California at Berkeley 26 Root loci: Mode 1e

Walter J Freeman University of California at Berkeley 27 Root loci Mode 2:

Walter J Freeman University of California at Berkeley 28 Root loci: Sigmoid curve, KIIob

Walter J Freeman University of California at Berkeley 29 Root loci: Summary of root loci root loci

Walter J Freeman University of California at Berkeley 30 EEG, Cat hungry, then satiated

Walter J Freeman University of California at Berkeley 31 Helmholtz, army surgeon, neuroscientist, 1st law of thermodynamics

Walter J Freeman University of California at Berkeley 32 Charles Darwin “The involuntary transmission of nerve-force may or may not be accompanied by consciousness. Why the irritation of nerve- cells should generate or liberate nerve-force is not known; but that this is the case seems to be the conclusion arrived at by all the greatest physiologists such as Müller, Virchow, Bernard, and so on.” The Expression of Emotions in Man and Animals (1863) p. 70

Walter J Freeman University of California at Berkeley 33 J HughlingsJackson

Walter J Freeman University of California at Berkeley 34 Sigmund Freud NEURODYNAMICS “[My] approach is derived from clinical observations of ‘excessively intense’ ideas in hysteria. … What I have in mind is the principle of neuronic inertia. It finds expression in the hypothesis of a current passing from dendrites to axon. … Memory is made possible by supposing that there are resistances in contacts between the neurons that function as barriers. … The hypothesis of ‘contact-barriers’ is fruitful in many directions.” Sigmund Freud (1893) “The Project of a Scientific Psychology”, pp [Three years later, Foster and Sherrington named the ‘synapse’.]

Walter J Freeman University of California at Berkeley 35 Gilbert Ryle - Category error _________________________________ ________ ___________________________

Walter J Freeman University of California at Berkeley 36 Kohler

Walter J Freeman University of California at Berkeley 37 Roger Sperry

Walter J Freeman University of California at Berkeley 38 Classic Thermodynamics, equilibrium

Walter J Freeman University of California at Berkeley 39 Self-organized criticality - Neurodynamics

Walter J Freeman University of California at Berkeley 40 Self-organized criticality - compare to complex plane

Walter J Freeman University of California at Berkeley 41 Self-organized criticality - action perception cycle

Walter J Freeman University of California at Berkeley 42 Self-organized criticality - gamma bursts

Walter J Freeman University of California at Berkeley 43 EEG, Cat hungry, then satiated

Walter J Freeman University of California at Berkeley 44 Self-organized criticality - phase transitions

Walter J Freeman University of California at Berkeley 45 Self-organized criticality - compare to complex plane

Walter J Freeman University of California at Berkeley 46 Haken Prigogine

Walter J Freeman University of California at Berkeley 47 Renyi-Erdos

Walter J Freeman University of California at Berkeley 48 Penrose, Umezawa x

Walter J Freeman University of California at Berkeley 49 Heidegger, Merleau-Ponty

Walter J Freeman University of California at Berkeley 50 John von Neumann “Brains lack the arithmetic and logical depth that characterize our computations….” “We require exquisite numerical precision over many logical steps to achieve what brains accomplish in very few short steps.” The Computer and the Brain, 1958, p. 63. John von Neumann

Walter J Freeman University of California at Berkeley 51 Conclusion Proposition: These “very few short steps” are cortical phase transitions. The tools for describing them are now in the repertoire of neuroscience.

Walter J Freeman University of California at Berkeley 52 Acknowledgements Acknowledgments This work was supported by grants to Prof. Robert Kozma from NASA (NCC2-1244) and from NSF (EIA ). EEG and EMG data were collected and edited by Dr. Mark D. Holmes and Dr. Sampsa Vanhatalo, the EEG Clinic of Harborview Hospital, University of Washington, Seattle, and analyzed in the Department of Molecular & Cell Biology, the University of California at Berkeley. Programs were by Linda Rogers and Brian Burke. Prior animal data were collected in collaboration with John Barrie, Mark Lenhart, and Gyöngyi Gaál, and with support by grants from NIMH (MH06686) and ONR (N